Hugging Face's logo

sam2ai
/
nllb-600m-odia-lora

PEFT
Safetensors
Transformers
lora
Model card Files
xet
 Community
sam2ai commited on
Commit
dd6fda7
·
verified ·
1 Parent(s): 74ee10a

Upload folder using huggingface_hub

Browse files
Files changed (14) hide show
  1. .gitattributes +1 -0
  2. README.md +206 -0
  3. adapter_config.json +37 -0
  4. adapter_model.safetensors +3 -0
  5. optimizer.pt +3 -0
  6. rng_state.pth +3 -0
  7. scaler.pt +3 -0
  8. scheduler.pt +3 -0
  9. sentencepiece.bpe.model +3 -0
  10. special_tokens_map.json +255 -0
  11. tokenizer.json +3 -0
  12. tokenizer_config.json +1879 -0
  13. trainer_state.json +1330 -0
  14. training_args.bin +3 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,206 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: facebook/nllb-200-distilled-600M
3
+ library_name: peft
4
+ tags:
5
+ - base_model:adapter:facebook/nllb-200-distilled-600M
6
+ - lora
7
+ - transformers
8
+ ---
9
+
10
+ # Model Card for Model ID
11
+
12
+ <!-- Provide a quick summary of what the model is/does. -->
13
+
14
+
15
+
16
+ ## Model Details
17
+
18
+ ### Model Description
19
+
20
+ <!-- Provide a longer summary of what this model is. -->
21
+
22
+
23
+
24
+ - **Developed by:** [More Information Needed]
25
+ - **Funded by [optional]:** [More Information Needed]
26
+ - **Shared by [optional]:** [More Information Needed]
27
+ - **Model type:** [More Information Needed]
28
+ - **Language(s) (NLP):** [More Information Needed]
29
+ - **License:** [More Information Needed]
30
+ - **Finetuned from model [optional]:** [More Information Needed]
31
+
32
+ ### Model Sources [optional]
33
+
34
+ <!-- Provide the basic links for the model. -->
35
+
36
+ - **Repository:** [More Information Needed]
37
+ - **Paper [optional]:** [More Information Needed]
38
+ - **Demo [optional]:** [More Information Needed]
39
+
40
+ ## Uses
41
+
42
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
43
+
44
+ ### Direct Use
45
+
46
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
47
+
48
+ [More Information Needed]
49
+
50
+ ### Downstream Use [optional]
51
+
52
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
53
+
54
+ [More Information Needed]
55
+
56
+ ### Out-of-Scope Use
57
+
58
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
59
+
60
+ [More Information Needed]
61
+
62
+ ## Bias, Risks, and Limitations
63
+
64
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
65
+
66
+ [More Information Needed]
67
+
68
+ ### Recommendations
69
+
70
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
71
+
72
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
73
+
74
+ ## How to Get Started with the Model
75
+
76
+ Use the code below to get started with the model.
77
+
78
+ [More Information Needed]
79
+
80
+ ## Training Details
81
+
82
+ ### Training Data
83
+
84
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
85
+
86
+ [More Information Needed]
87
+
88
+ ### Training Procedure
89
+
90
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
91
+
92
+ #### Preprocessing [optional]
93
+
94
+ [More Information Needed]
95
+
96
+
97
+ #### Training Hyperparameters
98
+
99
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
100
+
101
+ #### Speeds, Sizes, Times [optional]
102
+
103
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
104
+
105
+ [More Information Needed]
106
+
107
+ ## Evaluation
108
+
109
+ <!-- This section describes the evaluation protocols and provides the results. -->
110
+
111
+ ### Testing Data, Factors & Metrics
112
+
113
+ #### Testing Data
114
+
115
+ <!-- This should link to a Dataset Card if possible. -->
116
+
117
+ [More Information Needed]
118
+
119
+ #### Factors
120
+
121
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
122
+
123
+ [More Information Needed]
124
+
125
+ #### Metrics
126
+
127
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
128
+
129
+ [More Information Needed]
130
+
131
+ ### Results
132
+
133
+ [More Information Needed]
134
+
135
+ #### Summary
136
+
137
+
138
+
139
+ ## Model Examination [optional]
140
+
141
+ <!-- Relevant interpretability work for the model goes here -->
142
+
143
+ [More Information Needed]
144
+
145
+ ## Environmental Impact
146
+
147
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
148
+
149
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
150
+
151
+ - **Hardware Type:** [More Information Needed]
152
+ - **Hours used:** [More Information Needed]
153
+ - **Cloud Provider:** [More Information Needed]
154
+ - **Compute Region:** [More Information Needed]
155
+ - **Carbon Emitted:** [More Information Needed]
156
+
157
+ ## Technical Specifications [optional]
158
+
159
+ ### Model Architecture and Objective
160
+
161
+ [More Information Needed]
162
+
163
+ ### Compute Infrastructure
164
+
165
+ [More Information Needed]
166
+
167
+ #### Hardware
168
+
169
+ [More Information Needed]
170
+
171
+ #### Software
172
+
173
+ [More Information Needed]
174
+
175
+ ## Citation [optional]
176
+
177
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
178
+
179
+ **BibTeX:**
180
+
181
+ [More Information Needed]
182
+
183
+ **APA:**
184
+
185
+ [More Information Needed]
186
+
187
+ ## Glossary [optional]
188
+
189
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
190
+
191
+ [More Information Needed]
192
+
193
+ ## More Information [optional]
194
+
195
+ [More Information Needed]
196
+
197
+ ## Model Card Authors [optional]
198
+
199
+ [More Information Needed]
200
+
201
+ ## Model Card Contact
202
+
203
+ [More Information Needed]
204
+ ### Framework versions
205
+
206
+ - PEFT 0.17.1
adapter_config.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha_pattern": {},
3
+ "auto_mapping": null,
4
+ "base_model_name_or_path": "facebook/nllb-200-distilled-600M",
5
+ "bias": "none",
6
+ "corda_config": null,
7
+ "eva_config": null,
8
+ "exclude_modules": null,
9
+ "fan_in_fan_out": false,
10
+ "inference_mode": true,
11
+ "init_lora_weights": true,
12
+ "layer_replication": null,
13
+ "layers_pattern": null,
14
+ "layers_to_transform": null,
15
+ "loftq_config": {},
16
+ "lora_alpha": 32,
17
+ "lora_bias": false,
18
+ "lora_dropout": 0.05,
19
+ "megatron_config": null,
20
+ "megatron_core": "megatron.core",
21
+ "modules_to_save": null,
22
+ "peft_type": "LORA",
23
+ "qalora_group_size": 16,
24
+ "r": 16,
25
+ "rank_pattern": {},
26
+ "revision": null,
27
+ "target_modules": [
28
+ "q_proj",
29
+ "v_proj"
30
+ ],
31
+ "target_parameters": null,
32
+ "task_type": "SEQ_2_SEQ_LM",
33
+ "trainable_token_indices": null,
34
+ "use_dora": false,
35
+ "use_qalora": false,
36
+ "use_rslora": false
37
+ }
adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f93b057ce5395d98c1e0c16242198e3115f05965188a4df22443b8150fd4714d
3
+ size 9457520
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:30f9eb8b8a2c4a56fc3db0c942b0dd7dd4c38d73e8e7c9345b7d8b941ed06719
3
+ size 18995851
rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ba697902ac4069eac988bdce10dd181ffd2923423ea943faa00151ac2ff2c88
3
+ size 14645
scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7323b64fce982423183f96537db641ef77476bc4db843a12bd9f6e15dbc28c5e
3
+ size 1383
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ff6a069163fa06481655e0f30e5126445528b98d234a49ea51c4b0761e50ad72
3
+ size 1465
sentencepiece.bpe.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:14bb8dfb35c0ffdea7bc01e56cea38b9e3d5efcdcb9c251d6b40538e1aab555a
3
+ size 4852054
special_tokens_map.json ADDED
@@ -0,0 +1,255 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "ace_Arab",
4
+ "ace_Latn",
5
+ "acm_Arab",
6
+ "acq_Arab",
7
+ "aeb_Arab",
8
+ "afr_Latn",
9
+ "ajp_Arab",
10
+ "aka_Latn",
11
+ "amh_Ethi",
12
+ "apc_Arab",
13
+ "arb_Arab",
14
+ "ars_Arab",
15
+ "ary_Arab",
16
+ "arz_Arab",
17
+ "asm_Beng",
18
+ "ast_Latn",
19
+ "awa_Deva",
20
+ "ayr_Latn",
21
+ "azb_Arab",
22
+ "azj_Latn",
23
+ "bak_Cyrl",
24
+ "bam_Latn",
25
+ "ban_Latn",
26
+ "bel_Cyrl",
27
+ "bem_Latn",
28
+ "ben_Beng",
29
+ "bho_Deva",
30
+ "bjn_Arab",
31
+ "bjn_Latn",
32
+ "bod_Tibt",
33
+ "bos_Latn",
34
+ "bug_Latn",
35
+ "bul_Cyrl",
36
+ "cat_Latn",
37
+ "ceb_Latn",
38
+ "ces_Latn",
39
+ "cjk_Latn",
40
+ "ckb_Arab",
41
+ "crh_Latn",
42
+ "cym_Latn",
43
+ "dan_Latn",
44
+ "deu_Latn",
45
+ "dik_Latn",
46
+ "dyu_Latn",
47
+ "dzo_Tibt",
48
+ "ell_Grek",
49
+ "eng_Latn",
50
+ "epo_Latn",
51
+ "est_Latn",
52
+ "eus_Latn",
53
+ "ewe_Latn",
54
+ "fao_Latn",
55
+ "pes_Arab",
56
+ "fij_Latn",
57
+ "fin_Latn",
58
+ "fon_Latn",
59
+ "fra_Latn",
60
+ "fur_Latn",
61
+ "fuv_Latn",
62
+ "gla_Latn",
63
+ "gle_Latn",
64
+ "glg_Latn",
65
+ "grn_Latn",
66
+ "guj_Gujr",
67
+ "hat_Latn",
68
+ "hau_Latn",
69
+ "heb_Hebr",
70
+ "hin_Deva",
71
+ "hne_Deva",
72
+ "hrv_Latn",
73
+ "hun_Latn",
74
+ "hye_Armn",
75
+ "ibo_Latn",
76
+ "ilo_Latn",
77
+ "ind_Latn",
78
+ "isl_Latn",
79
+ "ita_Latn",
80
+ "jav_Latn",
81
+ "jpn_Jpan",
82
+ "kab_Latn",
83
+ "kac_Latn",
84
+ "kam_Latn",
85
+ "kan_Knda",
86
+ "kas_Arab",
87
+ "kas_Deva",
88
+ "kat_Geor",
89
+ "knc_Arab",
90
+ "knc_Latn",
91
+ "kaz_Cyrl",
92
+ "kbp_Latn",
93
+ "kea_Latn",
94
+ "khm_Khmr",
95
+ "kik_Latn",
96
+ "kin_Latn",
97
+ "kir_Cyrl",
98
+ "kmb_Latn",
99
+ "kon_Latn",
100
+ "kor_Hang",
101
+ "kmr_Latn",
102
+ "lao_Laoo",
103
+ "lvs_Latn",
104
+ "lij_Latn",
105
+ "lim_Latn",
106
+ "lin_Latn",
107
+ "lit_Latn",
108
+ "lmo_Latn",
109
+ "ltg_Latn",
110
+ "ltz_Latn",
111
+ "lua_Latn",
112
+ "lug_Latn",
113
+ "luo_Latn",
114
+ "lus_Latn",
115
+ "mag_Deva",
116
+ "mai_Deva",
117
+ "mal_Mlym",
118
+ "mar_Deva",
119
+ "min_Latn",
120
+ "mkd_Cyrl",
121
+ "plt_Latn",
122
+ "mlt_Latn",
123
+ "mni_Beng",
124
+ "khk_Cyrl",
125
+ "mos_Latn",
126
+ "mri_Latn",
127
+ "zsm_Latn",
128
+ "mya_Mymr",
129
+ "nld_Latn",
130
+ "nno_Latn",
131
+ "nob_Latn",
132
+ "npi_Deva",
133
+ "nso_Latn",
134
+ "nus_Latn",
135
+ "nya_Latn",
136
+ "oci_Latn",
137
+ "gaz_Latn",
138
+ "ory_Orya",
139
+ "pag_Latn",
140
+ "pan_Guru",
141
+ "pap_Latn",
142
+ "pol_Latn",
143
+ "por_Latn",
144
+ "prs_Arab",
145
+ "pbt_Arab",
146
+ "quy_Latn",
147
+ "ron_Latn",
148
+ "run_Latn",
149
+ "rus_Cyrl",
150
+ "sag_Latn",
151
+ "san_Deva",
152
+ "sat_Beng",
153
+ "scn_Latn",
154
+ "shn_Mymr",
155
+ "sin_Sinh",
156
+ "slk_Latn",
157
+ "slv_Latn",
158
+ "smo_Latn",
159
+ "sna_Latn",
160
+ "snd_Arab",
161
+ "som_Latn",
162
+ "sot_Latn",
163
+ "spa_Latn",
164
+ "als_Latn",
165
+ "srd_Latn",
166
+ "srp_Cyrl",
167
+ "ssw_Latn",
168
+ "sun_Latn",
169
+ "swe_Latn",
170
+ "swh_Latn",
171
+ "szl_Latn",
172
+ "tam_Taml",
173
+ "tat_Cyrl",
174
+ "tel_Telu",
175
+ "tgk_Cyrl",
176
+ "tgl_Latn",
177
+ "tha_Thai",
178
+ "tir_Ethi",
179
+ "taq_Latn",
180
+ "taq_Tfng",
181
+ "tpi_Latn",
182
+ "tsn_Latn",
183
+ "tso_Latn",
184
+ "tuk_Latn",
185
+ "tum_Latn",
186
+ "tur_Latn",
187
+ "twi_Latn",
188
+ "tzm_Tfng",
189
+ "uig_Arab",
190
+ "ukr_Cyrl",
191
+ "umb_Latn",
192
+ "urd_Arab",
193
+ "uzn_Latn",
194
+ "vec_Latn",
195
+ "vie_Latn",
196
+ "war_Latn",
197
+ "wol_Latn",
198
+ "xho_Latn",
199
+ "ydd_Hebr",
200
+ "yor_Latn",
201
+ "yue_Hant",
202
+ "zho_Hans",
203
+ "zho_Hant",
204
+ "zul_Latn"
205
+ ],
206
+ "bos_token": {
207
+ "content": "<s>",
208
+ "lstrip": false,
209
+ "normalized": false,
210
+ "rstrip": false,
211
+ "single_word": false
212
+ },
213
+ "cls_token": {
214
+ "content": "<s>",
215
+ "lstrip": false,
216
+ "normalized": false,
217
+ "rstrip": false,
218
+ "single_word": false
219
+ },
220
+ "eos_token": {
221
+ "content": "</s>",
222
+ "lstrip": false,
223
+ "normalized": false,
224
+ "rstrip": false,
225
+ "single_word": false
226
+ },
227
+ "mask_token": {
228
+ "content": "<mask>",
229
+ "lstrip": true,
230
+ "normalized": true,
231
+ "rstrip": false,
232
+ "single_word": false
233
+ },
234
+ "pad_token": {
235
+ "content": "<pad>",
236
+ "lstrip": false,
237
+ "normalized": false,
238
+ "rstrip": false,
239
+ "single_word": false
240
+ },
241
+ "sep_token": {
242
+ "content": "</s>",
243
+ "lstrip": false,
244
+ "normalized": false,
245
+ "rstrip": false,
246
+ "single_word": false
247
+ },
248
+ "unk_token": {
249
+ "content": "<unk>",
250
+ "lstrip": false,
251
+ "normalized": false,
252
+ "rstrip": false,
253
+ "single_word": false
254
+ }
255
+ }
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1480ef81b8195decc425cba547a80635c1ad9409d15eb250fa06485f415a6fc7
3
+ size 32240234
tokenizer_config.json ADDED
@@ -0,0 +1,1879 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "256001": {
36
+ "content": "ace_Arab",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ },
43
+ "256002": {
44
+ "content": "ace_Latn",
45
+ "lstrip": false,
46
+ "normalized": false,
47
+ "rstrip": false,
48
+ "single_word": false,
49
+ "special": true
50
+ },
51
+ "256003": {
52
+ "content": "acm_Arab",
53
+ "lstrip": false,
54
+ "normalized": false,
55
+ "rstrip": false,
56
+ "single_word": false,
57
+ "special": true
58
+ },
59
+ "256004": {
60
+ "content": "acq_Arab",
61
+ "lstrip": false,
62
+ "normalized": false,
63
+ "rstrip": false,
64
+ "single_word": false,
65
+ "special": true
66
+ },
67
+ "256005": {
68
+ "content": "aeb_Arab",
69
+ "lstrip": false,
70
+ "normalized": false,
71
+ "rstrip": false,
72
+ "single_word": false,
73
+ "special": true
74
+ },
75
+ "256006": {
76
+ "content": "afr_Latn",
77
+ "lstrip": false,
78
+ "normalized": false,
79
+ "rstrip": false,
80
+ "single_word": false,
81
+ "special": true
82
+ },
83
+ "256007": {
84
+ "content": "ajp_Arab",
85
+ "lstrip": false,
86
+ "normalized": false,
87
+ "rstrip": false,
88
+ "single_word": false,
89
+ "special": true
90
+ },
91
+ "256008": {
92
+ "content": "aka_Latn",
93
+ "lstrip": false,
94
+ "normalized": false,
95
+ "rstrip": false,
96
+ "single_word": false,
97
+ "special": true
98
+ },
99
+ "256009": {
100
+ "content": "amh_Ethi",
101
+ "lstrip": false,
102
+ "normalized": false,
103
+ "rstrip": false,
104
+ "single_word": false,
105
+ "special": true
106
+ },
107
+ "256010": {
108
+ "content": "apc_Arab",
109
+ "lstrip": false,
110
+ "normalized": false,
111
+ "rstrip": false,
112
+ "single_word": false,
113
+ "special": true
114
+ },
115
+ "256011": {
116
+ "content": "arb_Arab",
117
+ "lstrip": false,
118
+ "normalized": false,
119
+ "rstrip": false,
120
+ "single_word": false,
121
+ "special": true
122
+ },
123
+ "256012": {
124
+ "content": "ars_Arab",
125
+ "lstrip": false,
126
+ "normalized": false,
127
+ "rstrip": false,
128
+ "single_word": false,
129
+ "special": true
130
+ },
131
+ "256013": {
132
+ "content": "ary_Arab",
133
+ "lstrip": false,
134
+ "normalized": false,
135
+ "rstrip": false,
136
+ "single_word": false,
137
+ "special": true
138
+ },
139
+ "256014": {
140
+ "content": "arz_Arab",
141
+ "lstrip": false,
142
+ "normalized": false,
143
+ "rstrip": false,
144
+ "single_word": false,
145
+ "special": true
146
+ },
147
+ "256015": {
148
+ "content": "asm_Beng",
149
+ "lstrip": false,
150
+ "normalized": false,
151
+ "rstrip": false,
152
+ "single_word": false,
153
+ "special": true
154
+ },
155
+ "256016": {
156
+ "content": "ast_Latn",
157
+ "lstrip": false,
158
+ "normalized": false,
159
+ "rstrip": false,
160
+ "single_word": false,
161
+ "special": true
162
+ },
163
+ "256017": {
164
+ "content": "awa_Deva",
165
+ "lstrip": false,
166
+ "normalized": false,
167
+ "rstrip": false,
168
+ "single_word": false,
169
+ "special": true
170
+ },
171
+ "256018": {
172
+ "content": "ayr_Latn",
173
+ "lstrip": false,
174
+ "normalized": false,
175
+ "rstrip": false,
176
+ "single_word": false,
177
+ "special": true
178
+ },
179
+ "256019": {
180
+ "content": "azb_Arab",
181
+ "lstrip": false,
182
+ "normalized": false,
183
+ "rstrip": false,
184
+ "single_word": false,
185
+ "special": true
186
+ },
187
+ "256020": {
188
+ "content": "azj_Latn",
189
+ "lstrip": false,
190
+ "normalized": false,
191
+ "rstrip": false,
192
+ "single_word": false,
193
+ "special": true
194
+ },
195
+ "256021": {
196
+ "content": "bak_Cyrl",
197
+ "lstrip": false,
198
+ "normalized": false,
199
+ "rstrip": false,
200
+ "single_word": false,
201
+ "special": true
202
+ },
203
+ "256022": {
204
+ "content": "bam_Latn",
205
+ "lstrip": false,
206
+ "normalized": false,
207
+ "rstrip": false,
208
+ "single_word": false,
209
+ "special": true
210
+ },
211
+ "256023": {
212
+ "content": "ban_Latn",
213
+ "lstrip": false,
214
+ "normalized": false,
215
+ "rstrip": false,
216
+ "single_word": false,
217
+ "special": true
218
+ },
219
+ "256024": {
220
+ "content": "bel_Cyrl",
221
+ "lstrip": false,
222
+ "normalized": false,
223
+ "rstrip": false,
224
+ "single_word": false,
225
+ "special": true
226
+ },
227
+ "256025": {
228
+ "content": "bem_Latn",
229
+ "lstrip": false,
230
+ "normalized": false,
231
+ "rstrip": false,
232
+ "single_word": false,
233
+ "special": true
234
+ },
235
+ "256026": {
236
+ "content": "ben_Beng",
237
+ "lstrip": false,
238
+ "normalized": false,
239
+ "rstrip": false,
240
+ "single_word": false,
241
+ "special": true
242
+ },
243
+ "256027": {
244
+ "content": "bho_Deva",
245
+ "lstrip": false,
246
+ "normalized": false,
247
+ "rstrip": false,
248
+ "single_word": false,
249
+ "special": true
250
+ },
251
+ "256028": {
252
+ "content": "bjn_Arab",
253
+ "lstrip": false,
254
+ "normalized": false,
255
+ "rstrip": false,
256
+ "single_word": false,
257
+ "special": true
258
+ },
259
+ "256029": {
260
+ "content": "bjn_Latn",
261
+ "lstrip": false,
262
+ "normalized": false,
263
+ "rstrip": false,
264
+ "single_word": false,
265
+ "special": true
266
+ },
267
+ "256030": {
268
+ "content": "bod_Tibt",
269
+ "lstrip": false,
270
+ "normalized": false,
271
+ "rstrip": false,
272
+ "single_word": false,
273
+ "special": true
274
+ },
275
+ "256031": {
276
+ "content": "bos_Latn",
277
+ "lstrip": false,
278
+ "normalized": false,
279
+ "rstrip": false,
280
+ "single_word": false,
281
+ "special": true
282
+ },
283
+ "256032": {
284
+ "content": "bug_Latn",
285
+ "lstrip": false,
286
+ "normalized": false,
287
+ "rstrip": false,
288
+ "single_word": false,
289
+ "special": true
290
+ },
291
+ "256033": {
292
+ "content": "bul_Cyrl",
293
+ "lstrip": false,
294
+ "normalized": false,
295
+ "rstrip": false,
296
+ "single_word": false,
297
+ "special": true
298
+ },
299
+ "256034": {
300
+ "content": "cat_Latn",
301
+ "lstrip": false,
302
+ "normalized": false,
303
+ "rstrip": false,
304
+ "single_word": false,
305
+ "special": true
306
+ },
307
+ "256035": {
308
+ "content": "ceb_Latn",
309
+ "lstrip": false,
310
+ "normalized": false,
311
+ "rstrip": false,
312
+ "single_word": false,
313
+ "special": true
314
+ },
315
+ "256036": {
316
+ "content": "ces_Latn",
317
+ "lstrip": false,
318
+ "normalized": false,
319
+ "rstrip": false,
320
+ "single_word": false,
321
+ "special": true
322
+ },
323
+ "256037": {
324
+ "content": "cjk_Latn",
325
+ "lstrip": false,
326
+ "normalized": false,
327
+ "rstrip": false,
328
+ "single_word": false,
329
+ "special": true
330
+ },
331
+ "256038": {
332
+ "content": "ckb_Arab",
333
+ "lstrip": false,
334
+ "normalized": false,
335
+ "rstrip": false,
336
+ "single_word": false,
337
+ "special": true
338
+ },
339
+ "256039": {
340
+ "content": "crh_Latn",
341
+ "lstrip": false,
342
+ "normalized": false,
343
+ "rstrip": false,
344
+ "single_word": false,
345
+ "special": true
346
+ },
347
+ "256040": {
348
+ "content": "cym_Latn",
349
+ "lstrip": false,
350
+ "normalized": false,
351
+ "rstrip": false,
352
+ "single_word": false,
353
+ "special": true
354
+ },
355
+ "256041": {
356
+ "content": "dan_Latn",
357
+ "lstrip": false,
358
+ "normalized": false,
359
+ "rstrip": false,
360
+ "single_word": false,
361
+ "special": true
362
+ },
363
+ "256042": {
364
+ "content": "deu_Latn",
365
+ "lstrip": false,
366
+ "normalized": false,
367
+ "rstrip": false,
368
+ "single_word": false,
369
+ "special": true
370
+ },
371
+ "256043": {
372
+ "content": "dik_Latn",
373
+ "lstrip": false,
374
+ "normalized": false,
375
+ "rstrip": false,
376
+ "single_word": false,
377
+ "special": true
378
+ },
379
+ "256044": {
380
+ "content": "dyu_Latn",
381
+ "lstrip": false,
382
+ "normalized": false,
383
+ "rstrip": false,
384
+ "single_word": false,
385
+ "special": true
386
+ },
387
+ "256045": {
388
+ "content": "dzo_Tibt",
389
+ "lstrip": false,
390
+ "normalized": false,
391
+ "rstrip": false,
392
+ "single_word": false,
393
+ "special": true
394
+ },
395
+ "256046": {
396
+ "content": "ell_Grek",
397
+ "lstrip": false,
398
+ "normalized": false,
399
+ "rstrip": false,
400
+ "single_word": false,
401
+ "special": true
402
+ },
403
+ "256047": {
404
+ "content": "eng_Latn",
405
+ "lstrip": false,
406
+ "normalized": false,
407
+ "rstrip": false,
408
+ "single_word": false,
409
+ "special": true
410
+ },
411
+ "256048": {
412
+ "content": "epo_Latn",
413
+ "lstrip": false,
414
+ "normalized": false,
415
+ "rstrip": false,
416
+ "single_word": false,
417
+ "special": true
418
+ },
419
+ "256049": {
420
+ "content": "est_Latn",
421
+ "lstrip": false,
422
+ "normalized": false,
423
+ "rstrip": false,
424
+ "single_word": false,
425
+ "special": true
426
+ },
427
+ "256050": {
428
+ "content": "eus_Latn",
429
+ "lstrip": false,
430
+ "normalized": false,
431
+ "rstrip": false,
432
+ "single_word": false,
433
+ "special": true
434
+ },
435
+ "256051": {
436
+ "content": "ewe_Latn",
437
+ "lstrip": false,
438
+ "normalized": false,
439
+ "rstrip": false,
440
+ "single_word": false,
441
+ "special": true
442
+ },
443
+ "256052": {
444
+ "content": "fao_Latn",
445
+ "lstrip": false,
446
+ "normalized": false,
447
+ "rstrip": false,
448
+ "single_word": false,
449
+ "special": true
450
+ },
451
+ "256053": {
452
+ "content": "pes_Arab",
453
+ "lstrip": false,
454
+ "normalized": false,
455
+ "rstrip": false,
456
+ "single_word": false,
457
+ "special": true
458
+ },
459
+ "256054": {
460
+ "content": "fij_Latn",
461
+ "lstrip": false,
462
+ "normalized": false,
463
+ "rstrip": false,
464
+ "single_word": false,
465
+ "special": true
466
+ },
467
+ "256055": {
468
+ "content": "fin_Latn",
469
+ "lstrip": false,
470
+ "normalized": false,
471
+ "rstrip": false,
472
+ "single_word": false,
473
+ "special": true
474
+ },
475
+ "256056": {
476
+ "content": "fon_Latn",
477
+ "lstrip": false,
478
+ "normalized": false,
479
+ "rstrip": false,
480
+ "single_word": false,
481
+ "special": true
482
+ },
483
+ "256057": {
484
+ "content": "fra_Latn",
485
+ "lstrip": false,
486
+ "normalized": false,
487
+ "rstrip": false,
488
+ "single_word": false,
489
+ "special": true
490
+ },
491
+ "256058": {
492
+ "content": "fur_Latn",
493
+ "lstrip": false,
494
+ "normalized": false,
495
+ "rstrip": false,
496
+ "single_word": false,
497
+ "special": true
498
+ },
499
+ "256059": {
500
+ "content": "fuv_Latn",
501
+ "lstrip": false,
502
+ "normalized": false,
503
+ "rstrip": false,
504
+ "single_word": false,
505
+ "special": true
506
+ },
507
+ "256060": {
508
+ "content": "gla_Latn",
509
+ "lstrip": false,
510
+ "normalized": false,
511
+ "rstrip": false,
512
+ "single_word": false,
513
+ "special": true
514
+ },
515
+ "256061": {
516
+ "content": "gle_Latn",
517
+ "lstrip": false,
518
+ "normalized": false,
519
+ "rstrip": false,
520
+ "single_word": false,
521
+ "special": true
522
+ },
523
+ "256062": {
524
+ "content": "glg_Latn",
525
+ "lstrip": false,
526
+ "normalized": false,
527
+ "rstrip": false,
528
+ "single_word": false,
529
+ "special": true
530
+ },
531
+ "256063": {
532
+ "content": "grn_Latn",
533
+ "lstrip": false,
534
+ "normalized": false,
535
+ "rstrip": false,
536
+ "single_word": false,
537
+ "special": true
538
+ },
539
+ "256064": {
540
+ "content": "guj_Gujr",
541
+ "lstrip": false,
542
+ "normalized": false,
543
+ "rstrip": false,
544
+ "single_word": false,
545
+ "special": true
546
+ },
547
+ "256065": {
548
+ "content": "hat_Latn",
549
+ "lstrip": false,
550
+ "normalized": false,
551
+ "rstrip": false,
552
+ "single_word": false,
553
+ "special": true
554
+ },
555
+ "256066": {
556
+ "content": "hau_Latn",
557
+ "lstrip": false,
558
+ "normalized": false,
559
+ "rstrip": false,
560
+ "single_word": false,
561
+ "special": true
562
+ },
563
+ "256067": {
564
+ "content": "heb_Hebr",
565
+ "lstrip": false,
566
+ "normalized": false,
567
+ "rstrip": false,
568
+ "single_word": false,
569
+ "special": true
570
+ },
571
+ "256068": {
572
+ "content": "hin_Deva",
573
+ "lstrip": false,
574
+ "normalized": false,
575
+ "rstrip": false,
576
+ "single_word": false,
577
+ "special": true
578
+ },
579
+ "256069": {
580
+ "content": "hne_Deva",
581
+ "lstrip": false,
582
+ "normalized": false,
583
+ "rstrip": false,
584
+ "single_word": false,
585
+ "special": true
586
+ },
587
+ "256070": {
588
+ "content": "hrv_Latn",
589
+ "lstrip": false,
590
+ "normalized": false,
591
+ "rstrip": false,
592
+ "single_word": false,
593
+ "special": true
594
+ },
595
+ "256071": {
596
+ "content": "hun_Latn",
597
+ "lstrip": false,
598
+ "normalized": false,
599
+ "rstrip": false,
600
+ "single_word": false,
601
+ "special": true
602
+ },
603
+ "256072": {
604
+ "content": "hye_Armn",
605
+ "lstrip": false,
606
+ "normalized": false,
607
+ "rstrip": false,
608
+ "single_word": false,
609
+ "special": true
610
+ },
611
+ "256073": {
612
+ "content": "ibo_Latn",
613
+ "lstrip": false,
614
+ "normalized": false,
615
+ "rstrip": false,
616
+ "single_word": false,
617
+ "special": true
618
+ },
619
+ "256074": {
620
+ "content": "ilo_Latn",
621
+ "lstrip": false,
622
+ "normalized": false,
623
+ "rstrip": false,
624
+ "single_word": false,
625
+ "special": true
626
+ },
627
+ "256075": {
628
+ "content": "ind_Latn",
629
+ "lstrip": false,
630
+ "normalized": false,
631
+ "rstrip": false,
632
+ "single_word": false,
633
+ "special": true
634
+ },
635
+ "256076": {
636
+ "content": "isl_Latn",
637
+ "lstrip": false,
638
+ "normalized": false,
639
+ "rstrip": false,
640
+ "single_word": false,
641
+ "special": true
642
+ },
643
+ "256077": {
644
+ "content": "ita_Latn",
645
+ "lstrip": false,
646
+ "normalized": false,
647
+ "rstrip": false,
648
+ "single_word": false,
649
+ "special": true
650
+ },
651
+ "256078": {
652
+ "content": "jav_Latn",
653
+ "lstrip": false,
654
+ "normalized": false,
655
+ "rstrip": false,
656
+ "single_word": false,
657
+ "special": true
658
+ },
659
+ "256079": {
660
+ "content": "jpn_Jpan",
661
+ "lstrip": false,
662
+ "normalized": false,
663
+ "rstrip": false,
664
+ "single_word": false,
665
+ "special": true
666
+ },
667
+ "256080": {
668
+ "content": "kab_Latn",
669
+ "lstrip": false,
670
+ "normalized": false,
671
+ "rstrip": false,
672
+ "single_word": false,
673
+ "special": true
674
+ },
675
+ "256081": {
676
+ "content": "kac_Latn",
677
+ "lstrip": false,
678
+ "normalized": false,
679
+ "rstrip": false,
680
+ "single_word": false,
681
+ "special": true
682
+ },
683
+ "256082": {
684
+ "content": "kam_Latn",
685
+ "lstrip": false,
686
+ "normalized": false,
687
+ "rstrip": false,
688
+ "single_word": false,
689
+ "special": true
690
+ },
691
+ "256083": {
692
+ "content": "kan_Knda",
693
+ "lstrip": false,
694
+ "normalized": false,
695
+ "rstrip": false,
696
+ "single_word": false,
697
+ "special": true
698
+ },
699
+ "256084": {
700
+ "content": "kas_Arab",
701
+ "lstrip": false,
702
+ "normalized": false,
703
+ "rstrip": false,
704
+ "single_word": false,
705
+ "special": true
706
+ },
707
+ "256085": {
708
+ "content": "kas_Deva",
709
+ "lstrip": false,
710
+ "normalized": false,
711
+ "rstrip": false,
712
+ "single_word": false,
713
+ "special": true
714
+ },
715
+ "256086": {
716
+ "content": "kat_Geor",
717
+ "lstrip": false,
718
+ "normalized": false,
719
+ "rstrip": false,
720
+ "single_word": false,
721
+ "special": true
722
+ },
723
+ "256087": {
724
+ "content": "knc_Arab",
725
+ "lstrip": false,
726
+ "normalized": false,
727
+ "rstrip": false,
728
+ "single_word": false,
729
+ "special": true
730
+ },
731
+ "256088": {
732
+ "content": "knc_Latn",
733
+ "lstrip": false,
734
+ "normalized": false,
735
+ "rstrip": false,
736
+ "single_word": false,
737
+ "special": true
738
+ },
739
+ "256089": {
740
+ "content": "kaz_Cyrl",
741
+ "lstrip": false,
742
+ "normalized": false,
743
+ "rstrip": false,
744
+ "single_word": false,
745
+ "special": true
746
+ },
747
+ "256090": {
748
+ "content": "kbp_Latn",
749
+ "lstrip": false,
750
+ "normalized": false,
751
+ "rstrip": false,
752
+ "single_word": false,
753
+ "special": true
754
+ },
755
+ "256091": {
756
+ "content": "kea_Latn",
757
+ "lstrip": false,
758
+ "normalized": false,
759
+ "rstrip": false,
760
+ "single_word": false,
761
+ "special": true
762
+ },
763
+ "256092": {
764
+ "content": "khm_Khmr",
765
+ "lstrip": false,
766
+ "normalized": false,
767
+ "rstrip": false,
768
+ "single_word": false,
769
+ "special": true
770
+ },
771
+ "256093": {
772
+ "content": "kik_Latn",
773
+ "lstrip": false,
774
+ "normalized": false,
775
+ "rstrip": false,
776
+ "single_word": false,
777
+ "special": true
778
+ },
779
+ "256094": {
780
+ "content": "kin_Latn",
781
+ "lstrip": false,
782
+ "normalized": false,
783
+ "rstrip": false,
784
+ "single_word": false,
785
+ "special": true
786
+ },
787
+ "256095": {
788
+ "content": "kir_Cyrl",
789
+ "lstrip": false,
790
+ "normalized": false,
791
+ "rstrip": false,
792
+ "single_word": false,
793
+ "special": true
794
+ },
795
+ "256096": {
796
+ "content": "kmb_Latn",
797
+ "lstrip": false,
798
+ "normalized": false,
799
+ "rstrip": false,
800
+ "single_word": false,
801
+ "special": true
802
+ },
803
+ "256097": {
804
+ "content": "kon_Latn",
805
+ "lstrip": false,
806
+ "normalized": false,
807
+ "rstrip": false,
808
+ "single_word": false,
809
+ "special": true
810
+ },
811
+ "256098": {
812
+ "content": "kor_Hang",
813
+ "lstrip": false,
814
+ "normalized": false,
815
+ "rstrip": false,
816
+ "single_word": false,
817
+ "special": true
818
+ },
819
+ "256099": {
820
+ "content": "kmr_Latn",
821
+ "lstrip": false,
822
+ "normalized": false,
823
+ "rstrip": false,
824
+ "single_word": false,
825
+ "special": true
826
+ },
827
+ "256100": {
828
+ "content": "lao_Laoo",
829
+ "lstrip": false,
830
+ "normalized": false,
831
+ "rstrip": false,
832
+ "single_word": false,
833
+ "special": true
834
+ },
835
+ "256101": {
836
+ "content": "lvs_Latn",
837
+ "lstrip": false,
838
+ "normalized": false,
839
+ "rstrip": false,
840
+ "single_word": false,
841
+ "special": true
842
+ },
843
+ "256102": {
844
+ "content": "lij_Latn",
845
+ "lstrip": false,
846
+ "normalized": false,
847
+ "rstrip": false,
848
+ "single_word": false,
849
+ "special": true
850
+ },
851
+ "256103": {
852
+ "content": "lim_Latn",
853
+ "lstrip": false,
854
+ "normalized": false,
855
+ "rstrip": false,
856
+ "single_word": false,
857
+ "special": true
858
+ },
859
+ "256104": {
860
+ "content": "lin_Latn",
861
+ "lstrip": false,
862
+ "normalized": false,
863
+ "rstrip": false,
864
+ "single_word": false,
865
+ "special": true
866
+ },
867
+ "256105": {
868
+ "content": "lit_Latn",
869
+ "lstrip": false,
870
+ "normalized": false,
871
+ "rstrip": false,
872
+ "single_word": false,
873
+ "special": true
874
+ },
875
+ "256106": {
876
+ "content": "lmo_Latn",
877
+ "lstrip": false,
878
+ "normalized": false,
879
+ "rstrip": false,
880
+ "single_word": false,
881
+ "special": true
882
+ },
883
+ "256107": {
884
+ "content": "ltg_Latn",
885
+ "lstrip": false,
886
+ "normalized": false,
887
+ "rstrip": false,
888
+ "single_word": false,
889
+ "special": true
890
+ },
891
+ "256108": {
892
+ "content": "ltz_Latn",
893
+ "lstrip": false,
894
+ "normalized": false,
895
+ "rstrip": false,
896
+ "single_word": false,
897
+ "special": true
898
+ },
899
+ "256109": {
900
+ "content": "lua_Latn",
901
+ "lstrip": false,
902
+ "normalized": false,
903
+ "rstrip": false,
904
+ "single_word": false,
905
+ "special": true
906
+ },
907
+ "256110": {
908
+ "content": "lug_Latn",
909
+ "lstrip": false,
910
+ "normalized": false,
911
+ "rstrip": false,
912
+ "single_word": false,
913
+ "special": true
914
+ },
915
+ "256111": {
916
+ "content": "luo_Latn",
917
+ "lstrip": false,
918
+ "normalized": false,
919
+ "rstrip": false,
920
+ "single_word": false,
921
+ "special": true
922
+ },
923
+ "256112": {
924
+ "content": "lus_Latn",
925
+ "lstrip": false,
926
+ "normalized": false,
927
+ "rstrip": false,
928
+ "single_word": false,
929
+ "special": true
930
+ },
931
+ "256113": {
932
+ "content": "mag_Deva",
933
+ "lstrip": false,
934
+ "normalized": false,
935
+ "rstrip": false,
936
+ "single_word": false,
937
+ "special": true
938
+ },
939
+ "256114": {
940
+ "content": "mai_Deva",
941
+ "lstrip": false,
942
+ "normalized": false,
943
+ "rstrip": false,
944
+ "single_word": false,
945
+ "special": true
946
+ },
947
+ "256115": {
948
+ "content": "mal_Mlym",
949
+ "lstrip": false,
950
+ "normalized": false,
951
+ "rstrip": false,
952
+ "single_word": false,
953
+ "special": true
954
+ },
955
+ "256116": {
956
+ "content": "mar_Deva",
957
+ "lstrip": false,
958
+ "normalized": false,
959
+ "rstrip": false,
960
+ "single_word": false,
961
+ "special": true
962
+ },
963
+ "256117": {
964
+ "content": "min_Latn",
965
+ "lstrip": false,
966
+ "normalized": false,
967
+ "rstrip": false,
968
+ "single_word": false,
969
+ "special": true
970
+ },
971
+ "256118": {
972
+ "content": "mkd_Cyrl",
973
+ "lstrip": false,
974
+ "normalized": false,
975
+ "rstrip": false,
976
+ "single_word": false,
977
+ "special": true
978
+ },
979
+ "256119": {
980
+ "content": "plt_Latn",
981
+ "lstrip": false,
982
+ "normalized": false,
983
+ "rstrip": false,
984
+ "single_word": false,
985
+ "special": true
986
+ },
987
+ "256120": {
988
+ "content": "mlt_Latn",
989
+ "lstrip": false,
990
+ "normalized": false,
991
+ "rstrip": false,
992
+ "single_word": false,
993
+ "special": true
994
+ },
995
+ "256121": {
996
+ "content": "mni_Beng",
997
+ "lstrip": false,
998
+ "normalized": false,
999
+ "rstrip": false,
1000
+ "single_word": false,
1001
+ "special": true
1002
+ },
1003
+ "256122": {
1004
+ "content": "khk_Cyrl",
1005
+ "lstrip": false,
1006
+ "normalized": false,
1007
+ "rstrip": false,
1008
+ "single_word": false,
1009
+ "special": true
1010
+ },
1011
+ "256123": {
1012
+ "content": "mos_Latn",
1013
+ "lstrip": false,
1014
+ "normalized": false,
1015
+ "rstrip": false,
1016
+ "single_word": false,
1017
+ "special": true
1018
+ },
1019
+ "256124": {
1020
+ "content": "mri_Latn",
1021
+ "lstrip": false,
1022
+ "normalized": false,
1023
+ "rstrip": false,
1024
+ "single_word": false,
1025
+ "special": true
1026
+ },
1027
+ "256125": {
1028
+ "content": "zsm_Latn",
1029
+ "lstrip": false,
1030
+ "normalized": false,
1031
+ "rstrip": false,
1032
+ "single_word": false,
1033
+ "special": true
1034
+ },
1035
+ "256126": {
1036
+ "content": "mya_Mymr",
1037
+ "lstrip": false,
1038
+ "normalized": false,
1039
+ "rstrip": false,
1040
+ "single_word": false,
1041
+ "special": true
1042
+ },
1043
+ "256127": {
1044
+ "content": "nld_Latn",
1045
+ "lstrip": false,
1046
+ "normalized": false,
1047
+ "rstrip": false,
1048
+ "single_word": false,
1049
+ "special": true
1050
+ },
1051
+ "256128": {
1052
+ "content": "nno_Latn",
1053
+ "lstrip": false,
1054
+ "normalized": false,
1055
+ "rstrip": false,
1056
+ "single_word": false,
1057
+ "special": true
1058
+ },
1059
+ "256129": {
1060
+ "content": "nob_Latn",
1061
+ "lstrip": false,
1062
+ "normalized": false,
1063
+ "rstrip": false,
1064
+ "single_word": false,
1065
+ "special": true
1066
+ },
1067
+ "256130": {
1068
+ "content": "npi_Deva",
1069
+ "lstrip": false,
1070
+ "normalized": false,
1071
+ "rstrip": false,
1072
+ "single_word": false,
1073
+ "special": true
1074
+ },
1075
+ "256131": {
1076
+ "content": "nso_Latn",
1077
+ "lstrip": false,
1078
+ "normalized": false,
1079
+ "rstrip": false,
1080
+ "single_word": false,
1081
+ "special": true
1082
+ },
1083
+ "256132": {
1084
+ "content": "nus_Latn",
1085
+ "lstrip": false,
1086
+ "normalized": false,
1087
+ "rstrip": false,
1088
+ "single_word": false,
1089
+ "special": true
1090
+ },
1091
+ "256133": {
1092
+ "content": "nya_Latn",
1093
+ "lstrip": false,
1094
+ "normalized": false,
1095
+ "rstrip": false,
1096
+ "single_word": false,
1097
+ "special": true
1098
+ },
1099
+ "256134": {
1100
+ "content": "oci_Latn",
1101
+ "lstrip": false,
1102
+ "normalized": false,
1103
+ "rstrip": false,
1104
+ "single_word": false,
1105
+ "special": true
1106
+ },
1107
+ "256135": {
1108
+ "content": "gaz_Latn",
1109
+ "lstrip": false,
1110
+ "normalized": false,
1111
+ "rstrip": false,
1112
+ "single_word": false,
1113
+ "special": true
1114
+ },
1115
+ "256136": {
1116
+ "content": "ory_Orya",
1117
+ "lstrip": false,
1118
+ "normalized": false,
1119
+ "rstrip": false,
1120
+ "single_word": false,
1121
+ "special": true
1122
+ },
1123
+ "256137": {
1124
+ "content": "pag_Latn",
1125
+ "lstrip": false,
1126
+ "normalized": false,
1127
+ "rstrip": false,
1128
+ "single_word": false,
1129
+ "special": true
1130
+ },
1131
+ "256138": {
1132
+ "content": "pan_Guru",
1133
+ "lstrip": false,
1134
+ "normalized": false,
1135
+ "rstrip": false,
1136
+ "single_word": false,
1137
+ "special": true
1138
+ },
1139
+ "256139": {
1140
+ "content": "pap_Latn",
1141
+ "lstrip": false,
1142
+ "normalized": false,
1143
+ "rstrip": false,
1144
+ "single_word": false,
1145
+ "special": true
1146
+ },
1147
+ "256140": {
1148
+ "content": "pol_Latn",
1149
+ "lstrip": false,
1150
+ "normalized": false,
1151
+ "rstrip": false,
1152
+ "single_word": false,
1153
+ "special": true
1154
+ },
1155
+ "256141": {
1156
+ "content": "por_Latn",
1157
+ "lstrip": false,
1158
+ "normalized": false,
1159
+ "rstrip": false,
1160
+ "single_word": false,
1161
+ "special": true
1162
+ },
1163
+ "256142": {
1164
+ "content": "prs_Arab",
1165
+ "lstrip": false,
1166
+ "normalized": false,
1167
+ "rstrip": false,
1168
+ "single_word": false,
1169
+ "special": true
1170
+ },
1171
+ "256143": {
1172
+ "content": "pbt_Arab",
1173
+ "lstrip": false,
1174
+ "normalized": false,
1175
+ "rstrip": false,
1176
+ "single_word": false,
1177
+ "special": true
1178
+ },
1179
+ "256144": {
1180
+ "content": "quy_Latn",
1181
+ "lstrip": false,
1182
+ "normalized": false,
1183
+ "rstrip": false,
1184
+ "single_word": false,
1185
+ "special": true
1186
+ },
1187
+ "256145": {
1188
+ "content": "ron_Latn",
1189
+ "lstrip": false,
1190
+ "normalized": false,
1191
+ "rstrip": false,
1192
+ "single_word": false,
1193
+ "special": true
1194
+ },
1195
+ "256146": {
1196
+ "content": "run_Latn",
1197
+ "lstrip": false,
1198
+ "normalized": false,
1199
+ "rstrip": false,
1200
+ "single_word": false,
1201
+ "special": true
1202
+ },
1203
+ "256147": {
1204
+ "content": "rus_Cyrl",
1205
+ "lstrip": false,
1206
+ "normalized": false,
1207
+ "rstrip": false,
1208
+ "single_word": false,
1209
+ "special": true
1210
+ },
1211
+ "256148": {
1212
+ "content": "sag_Latn",
1213
+ "lstrip": false,
1214
+ "normalized": false,
1215
+ "rstrip": false,
1216
+ "single_word": false,
1217
+ "special": true
1218
+ },
1219
+ "256149": {
1220
+ "content": "san_Deva",
1221
+ "lstrip": false,
1222
+ "normalized": false,
1223
+ "rstrip": false,
1224
+ "single_word": false,
1225
+ "special": true
1226
+ },
1227
+ "256150": {
1228
+ "content": "sat_Beng",
1229
+ "lstrip": false,
1230
+ "normalized": false,
1231
+ "rstrip": false,
1232
+ "single_word": false,
1233
+ "special": true
1234
+ },
1235
+ "256151": {
1236
+ "content": "scn_Latn",
1237
+ "lstrip": false,
1238
+ "normalized": false,
1239
+ "rstrip": false,
1240
+ "single_word": false,
1241
+ "special": true
1242
+ },
1243
+ "256152": {
1244
+ "content": "shn_Mymr",
1245
+ "lstrip": false,
1246
+ "normalized": false,
1247
+ "rstrip": false,
1248
+ "single_word": false,
1249
+ "special": true
1250
+ },
1251
+ "256153": {
1252
+ "content": "sin_Sinh",
1253
+ "lstrip": false,
1254
+ "normalized": false,
1255
+ "rstrip": false,
1256
+ "single_word": false,
1257
+ "special": true
1258
+ },
1259
+ "256154": {
1260
+ "content": "slk_Latn",
1261
+ "lstrip": false,
1262
+ "normalized": false,
1263
+ "rstrip": false,
1264
+ "single_word": false,
1265
+ "special": true
1266
+ },
1267
+ "256155": {
1268
+ "content": "slv_Latn",
1269
+ "lstrip": false,
1270
+ "normalized": false,
1271
+ "rstrip": false,
1272
+ "single_word": false,
1273
+ "special": true
1274
+ },
1275
+ "256156": {
1276
+ "content": "smo_Latn",
1277
+ "lstrip": false,
1278
+ "normalized": false,
1279
+ "rstrip": false,
1280
+ "single_word": false,
1281
+ "special": true
1282
+ },
1283
+ "256157": {
1284
+ "content": "sna_Latn",
1285
+ "lstrip": false,
1286
+ "normalized": false,
1287
+ "rstrip": false,
1288
+ "single_word": false,
1289
+ "special": true
1290
+ },
1291
+ "256158": {
1292
+ "content": "snd_Arab",
1293
+ "lstrip": false,
1294
+ "normalized": false,
1295
+ "rstrip": false,
1296
+ "single_word": false,
1297
+ "special": true
1298
+ },
1299
+ "256159": {
1300
+ "content": "som_Latn",
1301
+ "lstrip": false,
1302
+ "normalized": false,
1303
+ "rstrip": false,
1304
+ "single_word": false,
1305
+ "special": true
1306
+ },
1307
+ "256160": {
1308
+ "content": "sot_Latn",
1309
+ "lstrip": false,
1310
+ "normalized": false,
1311
+ "rstrip": false,
1312
+ "single_word": false,
1313
+ "special": true
1314
+ },
1315
+ "256161": {
1316
+ "content": "spa_Latn",
1317
+ "lstrip": false,
1318
+ "normalized": false,
1319
+ "rstrip": false,
1320
+ "single_word": false,
1321
+ "special": true
1322
+ },
1323
+ "256162": {
1324
+ "content": "als_Latn",
1325
+ "lstrip": false,
1326
+ "normalized": false,
1327
+ "rstrip": false,
1328
+ "single_word": false,
1329
+ "special": true
1330
+ },
1331
+ "256163": {
1332
+ "content": "srd_Latn",
1333
+ "lstrip": false,
1334
+ "normalized": false,
1335
+ "rstrip": false,
1336
+ "single_word": false,
1337
+ "special": true
1338
+ },
1339
+ "256164": {
1340
+ "content": "srp_Cyrl",
1341
+ "lstrip": false,
1342
+ "normalized": false,
1343
+ "rstrip": false,
1344
+ "single_word": false,
1345
+ "special": true
1346
+ },
1347
+ "256165": {
1348
+ "content": "ssw_Latn",
1349
+ "lstrip": false,
1350
+ "normalized": false,
1351
+ "rstrip": false,
1352
+ "single_word": false,
1353
+ "special": true
1354
+ },
1355
+ "256166": {
1356
+ "content": "sun_Latn",
1357
+ "lstrip": false,
1358
+ "normalized": false,
1359
+ "rstrip": false,
1360
+ "single_word": false,
1361
+ "special": true
1362
+ },
1363
+ "256167": {
1364
+ "content": "swe_Latn",
1365
+ "lstrip": false,
1366
+ "normalized": false,
1367
+ "rstrip": false,
1368
+ "single_word": false,
1369
+ "special": true
1370
+ },
1371
+ "256168": {
1372
+ "content": "swh_Latn",
1373
+ "lstrip": false,
1374
+ "normalized": false,
1375
+ "rstrip": false,
1376
+ "single_word": false,
1377
+ "special": true
1378
+ },
1379
+ "256169": {
1380
+ "content": "szl_Latn",
1381
+ "lstrip": false,
1382
+ "normalized": false,
1383
+ "rstrip": false,
1384
+ "single_word": false,
1385
+ "special": true
1386
+ },
1387
+ "256170": {
1388
+ "content": "tam_Taml",
1389
+ "lstrip": false,
1390
+ "normalized": false,
1391
+ "rstrip": false,
1392
+ "single_word": false,
1393
+ "special": true
1394
+ },
1395
+ "256171": {
1396
+ "content": "tat_Cyrl",
1397
+ "lstrip": false,
1398
+ "normalized": false,
1399
+ "rstrip": false,
1400
+ "single_word": false,
1401
+ "special": true
1402
+ },
1403
+ "256172": {
1404
+ "content": "tel_Telu",
1405
+ "lstrip": false,
1406
+ "normalized": false,
1407
+ "rstrip": false,
1408
+ "single_word": false,
1409
+ "special": true
1410
+ },
1411
+ "256173": {
1412
+ "content": "tgk_Cyrl",
1413
+ "lstrip": false,
1414
+ "normalized": false,
1415
+ "rstrip": false,
1416
+ "single_word": false,
1417
+ "special": true
1418
+ },
1419
+ "256174": {
1420
+ "content": "tgl_Latn",
1421
+ "lstrip": false,
1422
+ "normalized": false,
1423
+ "rstrip": false,
1424
+ "single_word": false,
1425
+ "special": true
1426
+ },
1427
+ "256175": {
1428
+ "content": "tha_Thai",
1429
+ "lstrip": false,
1430
+ "normalized": false,
1431
+ "rstrip": false,
1432
+ "single_word": false,
1433
+ "special": true
1434
+ },
1435
+ "256176": {
1436
+ "content": "tir_Ethi",
1437
+ "lstrip": false,
1438
+ "normalized": false,
1439
+ "rstrip": false,
1440
+ "single_word": false,
1441
+ "special": true
1442
+ },
1443
+ "256177": {
1444
+ "content": "taq_Latn",
1445
+ "lstrip": false,
1446
+ "normalized": false,
1447
+ "rstrip": false,
1448
+ "single_word": false,
1449
+ "special": true
1450
+ },
1451
+ "256178": {
1452
+ "content": "taq_Tfng",
1453
+ "lstrip": false,
1454
+ "normalized": false,
1455
+ "rstrip": false,
1456
+ "single_word": false,
1457
+ "special": true
1458
+ },
1459
+ "256179": {
1460
+ "content": "tpi_Latn",
1461
+ "lstrip": false,
1462
+ "normalized": false,
1463
+ "rstrip": false,
1464
+ "single_word": false,
1465
+ "special": true
1466
+ },
1467
+ "256180": {
1468
+ "content": "tsn_Latn",
1469
+ "lstrip": false,
1470
+ "normalized": false,
1471
+ "rstrip": false,
1472
+ "single_word": false,
1473
+ "special": true
1474
+ },
1475
+ "256181": {
1476
+ "content": "tso_Latn",
1477
+ "lstrip": false,
1478
+ "normalized": false,
1479
+ "rstrip": false,
1480
+ "single_word": false,
1481
+ "special": true
1482
+ },
1483
+ "256182": {
1484
+ "content": "tuk_Latn",
1485
+ "lstrip": false,
1486
+ "normalized": false,
1487
+ "rstrip": false,
1488
+ "single_word": false,
1489
+ "special": true
1490
+ },
1491
+ "256183": {
1492
+ "content": "tum_Latn",
1493
+ "lstrip": false,
1494
+ "normalized": false,
1495
+ "rstrip": false,
1496
+ "single_word": false,
1497
+ "special": true
1498
+ },
1499
+ "256184": {
1500
+ "content": "tur_Latn",
1501
+ "lstrip": false,
1502
+ "normalized": false,
1503
+ "rstrip": false,
1504
+ "single_word": false,
1505
+ "special": true
1506
+ },
1507
+ "256185": {
1508
+ "content": "twi_Latn",
1509
+ "lstrip": false,
1510
+ "normalized": false,
1511
+ "rstrip": false,
1512
+ "single_word": false,
1513
+ "special": true
1514
+ },
1515
+ "256186": {
1516
+ "content": "tzm_Tfng",
1517
+ "lstrip": false,
1518
+ "normalized": false,
1519
+ "rstrip": false,
1520
+ "single_word": false,
1521
+ "special": true
1522
+ },
1523
+ "256187": {
1524
+ "content": "uig_Arab",
1525
+ "lstrip": false,
1526
+ "normalized": false,
1527
+ "rstrip": false,
1528
+ "single_word": false,
1529
+ "special": true
1530
+ },
1531
+ "256188": {
1532
+ "content": "ukr_Cyrl",
1533
+ "lstrip": false,
1534
+ "normalized": false,
1535
+ "rstrip": false,
1536
+ "single_word": false,
1537
+ "special": true
1538
+ },
1539
+ "256189": {
1540
+ "content": "umb_Latn",
1541
+ "lstrip": false,
1542
+ "normalized": false,
1543
+ "rstrip": false,
1544
+ "single_word": false,
1545
+ "special": true
1546
+ },
1547
+ "256190": {
1548
+ "content": "urd_Arab",
1549
+ "lstrip": false,
1550
+ "normalized": false,
1551
+ "rstrip": false,
1552
+ "single_word": false,
1553
+ "special": true
1554
+ },
1555
+ "256191": {
1556
+ "content": "uzn_Latn",
1557
+ "lstrip": false,
1558
+ "normalized": false,
1559
+ "rstrip": false,
1560
+ "single_word": false,
1561
+ "special": true
1562
+ },
1563
+ "256192": {
1564
+ "content": "vec_Latn",
1565
+ "lstrip": false,
1566
+ "normalized": false,
1567
+ "rstrip": false,
1568
+ "single_word": false,
1569
+ "special": true
1570
+ },
1571
+ "256193": {
1572
+ "content": "vie_Latn",
1573
+ "lstrip": false,
1574
+ "normalized": false,
1575
+ "rstrip": false,
1576
+ "single_word": false,
1577
+ "special": true
1578
+ },
1579
+ "256194": {
1580
+ "content": "war_Latn",
1581
+ "lstrip": false,
1582
+ "normalized": false,
1583
+ "rstrip": false,
1584
+ "single_word": false,
1585
+ "special": true
1586
+ },
1587
+ "256195": {
1588
+ "content": "wol_Latn",
1589
+ "lstrip": false,
1590
+ "normalized": false,
1591
+ "rstrip": false,
1592
+ "single_word": false,
1593
+ "special": true
1594
+ },
1595
+ "256196": {
1596
+ "content": "xho_Latn",
1597
+ "lstrip": false,
1598
+ "normalized": false,
1599
+ "rstrip": false,
1600
+ "single_word": false,
1601
+ "special": true
1602
+ },
1603
+ "256197": {
1604
+ "content": "ydd_Hebr",
1605
+ "lstrip": false,
1606
+ "normalized": false,
1607
+ "rstrip": false,
1608
+ "single_word": false,
1609
+ "special": true
1610
+ },
1611
+ "256198": {
1612
+ "content": "yor_Latn",
1613
+ "lstrip": false,
1614
+ "normalized": false,
1615
+ "rstrip": false,
1616
+ "single_word": false,
1617
+ "special": true
1618
+ },
1619
+ "256199": {
1620
+ "content": "yue_Hant",
1621
+ "lstrip": false,
1622
+ "normalized": false,
1623
+ "rstrip": false,
1624
+ "single_word": false,
1625
+ "special": true
1626
+ },
1627
+ "256200": {
1628
+ "content": "zho_Hans",
1629
+ "lstrip": false,
1630
+ "normalized": false,
1631
+ "rstrip": false,
1632
+ "single_word": false,
1633
+ "special": true
1634
+ },
1635
+ "256201": {
1636
+ "content": "zho_Hant",
1637
+ "lstrip": false,
1638
+ "normalized": false,
1639
+ "rstrip": false,
1640
+ "single_word": false,
1641
+ "special": true
1642
+ },
1643
+ "256202": {
1644
+ "content": "zul_Latn",
1645
+ "lstrip": false,
1646
+ "normalized": false,
1647
+ "rstrip": false,
1648
+ "single_word": false,
1649
+ "special": true
1650
+ },
1651
+ "256203": {
1652
+ "content": "<mask>",
1653
+ "lstrip": true,
1654
+ "normalized": true,
1655
+ "rstrip": false,
1656
+ "single_word": false,
1657
+ "special": true
1658
+ }
1659
+ },
1660
+ "additional_special_tokens": [
1661
+ "ace_Arab",
1662
+ "ace_Latn",
1663
+ "acm_Arab",
1664
+ "acq_Arab",
1665
+ "aeb_Arab",
1666
+ "afr_Latn",
1667
+ "ajp_Arab",
1668
+ "aka_Latn",
1669
+ "amh_Ethi",
1670
+ "apc_Arab",
1671
+ "arb_Arab",
1672
+ "ars_Arab",
1673
+ "ary_Arab",
1674
+ "arz_Arab",
1675
+ "asm_Beng",
1676
+ "ast_Latn",
1677
+ "awa_Deva",
1678
+ "ayr_Latn",
1679
+ "azb_Arab",
1680
+ "azj_Latn",
1681
+ "bak_Cyrl",
1682
+ "bam_Latn",
1683
+ "ban_Latn",
1684
+ "bel_Cyrl",
1685
+ "bem_Latn",
1686
+ "ben_Beng",
1687
+ "bho_Deva",
1688
+ "bjn_Arab",
1689
+ "bjn_Latn",
1690
+ "bod_Tibt",
1691
+ "bos_Latn",
1692
+ "bug_Latn",
1693
+ "bul_Cyrl",
1694
+ "cat_Latn",
1695
+ "ceb_Latn",
1696
+ "ces_Latn",
1697
+ "cjk_Latn",
1698
+ "ckb_Arab",
1699
+ "crh_Latn",
1700
+ "cym_Latn",
1701
+ "dan_Latn",
1702
+ "deu_Latn",
1703
+ "dik_Latn",
1704
+ "dyu_Latn",
1705
+ "dzo_Tibt",
1706
+ "ell_Grek",
1707
+ "eng_Latn",
1708
+ "epo_Latn",
1709
+ "est_Latn",
1710
+ "eus_Latn",
1711
+ "ewe_Latn",
1712
+ "fao_Latn",
1713
+ "pes_Arab",
1714
+ "fij_Latn",
1715
+ "fin_Latn",
1716
+ "fon_Latn",
1717
+ "fra_Latn",
1718
+ "fur_Latn",
1719
+ "fuv_Latn",
1720
+ "gla_Latn",
1721
+ "gle_Latn",
1722
+ "glg_Latn",
1723
+ "grn_Latn",
1724
+ "guj_Gujr",
1725
+ "hat_Latn",
1726
+ "hau_Latn",
1727
+ "heb_Hebr",
1728
+ "hin_Deva",
1729
+ "hne_Deva",
1730
+ "hrv_Latn",
1731
+ "hun_Latn",
1732
+ "hye_Armn",
1733
+ "ibo_Latn",
1734
+ "ilo_Latn",
1735
+ "ind_Latn",
1736
+ "isl_Latn",
1737
+ "ita_Latn",
1738
+ "jav_Latn",
1739
+ "jpn_Jpan",
1740
+ "kab_Latn",
1741
+ "kac_Latn",
1742
+ "kam_Latn",
1743
+ "kan_Knda",
1744
+ "kas_Arab",
1745
+ "kas_Deva",
1746
+ "kat_Geor",
1747
+ "knc_Arab",
1748
+ "knc_Latn",
1749
+ "kaz_Cyrl",
1750
+ "kbp_Latn",
1751
+ "kea_Latn",
1752
+ "khm_Khmr",
1753
+ "kik_Latn",
1754
+ "kin_Latn",
1755
+ "kir_Cyrl",
1756
+ "kmb_Latn",
1757
+ "kon_Latn",
1758
+ "kor_Hang",
1759
+ "kmr_Latn",
1760
+ "lao_Laoo",
1761
+ "lvs_Latn",
1762
+ "lij_Latn",
1763
+ "lim_Latn",
1764
+ "lin_Latn",
1765
+ "lit_Latn",
1766
+ "lmo_Latn",
1767
+ "ltg_Latn",
1768
+ "ltz_Latn",
1769
+ "lua_Latn",
1770
+ "lug_Latn",
1771
+ "luo_Latn",
1772
+ "lus_Latn",
1773
+ "mag_Deva",
1774
+ "mai_Deva",
1775
+ "mal_Mlym",
1776
+ "mar_Deva",
1777
+ "min_Latn",
1778
+ "mkd_Cyrl",
1779
+ "plt_Latn",
1780
+ "mlt_Latn",
1781
+ "mni_Beng",
1782
+ "khk_Cyrl",
1783
+ "mos_Latn",
1784
+ "mri_Latn",
1785
+ "zsm_Latn",
1786
+ "mya_Mymr",
1787
+ "nld_Latn",
1788
+ "nno_Latn",
1789
+ "nob_Latn",
1790
+ "npi_Deva",
1791
+ "nso_Latn",
1792
+ "nus_Latn",
1793
+ "nya_Latn",
1794
+ "oci_Latn",
1795
+ "gaz_Latn",
1796
+ "ory_Orya",
1797
+ "pag_Latn",
1798
+ "pan_Guru",
1799
+ "pap_Latn",
1800
+ "pol_Latn",
1801
+ "por_Latn",
1802
+ "prs_Arab",
1803
+ "pbt_Arab",
1804
+ "quy_Latn",
1805
+ "ron_Latn",
1806
+ "run_Latn",
1807
+ "rus_Cyrl",
1808
+ "sag_Latn",
1809
+ "san_Deva",
1810
+ "sat_Beng",
1811
+ "scn_Latn",
1812
+ "shn_Mymr",
1813
+ "sin_Sinh",
1814
+ "slk_Latn",
1815
+ "slv_Latn",
1816
+ "smo_Latn",
1817
+ "sna_Latn",
1818
+ "snd_Arab",
1819
+ "som_Latn",
1820
+ "sot_Latn",
1821
+ "spa_Latn",
1822
+ "als_Latn",
1823
+ "srd_Latn",
1824
+ "srp_Cyrl",
1825
+ "ssw_Latn",
1826
+ "sun_Latn",
1827
+ "swe_Latn",
1828
+ "swh_Latn",
1829
+ "szl_Latn",
1830
+ "tam_Taml",
1831
+ "tat_Cyrl",
1832
+ "tel_Telu",
1833
+ "tgk_Cyrl",
1834
+ "tgl_Latn",
1835
+ "tha_Thai",
1836
+ "tir_Ethi",
1837
+ "taq_Latn",
1838
+ "taq_Tfng",
1839
+ "tpi_Latn",
1840
+ "tsn_Latn",
1841
+ "tso_Latn",
1842
+ "tuk_Latn",
1843
+ "tum_Latn",
1844
+ "tur_Latn",
1845
+ "twi_Latn",
1846
+ "tzm_Tfng",
1847
+ "uig_Arab",
1848
+ "ukr_Cyrl",
1849
+ "umb_Latn",
1850
+ "urd_Arab",
1851
+ "uzn_Latn",
1852
+ "vec_Latn",
1853
+ "vie_Latn",
1854
+ "war_Latn",
1855
+ "wol_Latn",
1856
+ "xho_Latn",
1857
+ "ydd_Hebr",
1858
+ "yor_Latn",
1859
+ "yue_Hant",
1860
+ "zho_Hans",
1861
+ "zho_Hant",
1862
+ "zul_Latn"
1863
+ ],
1864
+ "bos_token": "<s>",
1865
+ "clean_up_tokenization_spaces": false,
1866
+ "cls_token": "<s>",
1867
+ "eos_token": "</s>",
1868
+ "extra_special_tokens": {},
1869
+ "legacy_behaviour": false,
1870
+ "mask_token": "<mask>",
1871
+ "model_max_length": 1024,
1872
+ "pad_token": "<pad>",
1873
+ "sep_token": "</s>",
1874
+ "sp_model_kwargs": {},
1875
+ "src_lang": "eng_Latn",
1876
+ "tgt_lang": "ory_Orya",
1877
+ "tokenizer_class": "NllbTokenizer",
1878
+ "unk_token": "<unk>"
1879
+ }
trainer_state.json ADDED
@@ -0,0 +1,1330 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 23000,
3
+ "best_metric": 56.094918330088994,
4
+ "best_model_checkpoint": "./results_odia_lora_600m/checkpoint-23000",
5
+ "epoch": 3.0,
6
+ "eval_steps": 250,
7
+ "global_step": 24177,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.03102121851346321,
14
+ "eval_bleu": 0.1987740962263457,
15
+ "eval_loss": 1.2250282764434814,
16
+ "eval_runtime": 343.2626,
17
+ "eval_sacrebleu": 19.87740962263457,
18
+ "eval_samples_per_second": 2.904,
19
+ "eval_steps_per_second": 0.184,
20
+ "step": 250
21
+ },
22
+ {
23
+ "epoch": 0.06204243702692642,
24
+ "grad_norm": 0.3680334687232971,
25
+ "learning_rate": 0.00019587210985647516,
26
+ "loss": 1.8218,
27
+ "step": 500
28
+ },
29
+ {
30
+ "epoch": 0.06204243702692642,
31
+ "eval_bleu": 0.37376543172906485,
32
+ "eval_loss": 0.6933884620666504,
33
+ "eval_runtime": 26.1798,
34
+ "eval_sacrebleu": 37.3765431729065,
35
+ "eval_samples_per_second": 38.083,
36
+ "eval_steps_per_second": 2.406,
37
+ "step": 500
38
+ },
39
+ {
40
+ "epoch": 0.09306365554038963,
41
+ "eval_bleu": 0.39231549897077894,
42
+ "eval_loss": 0.6350406408309937,
43
+ "eval_runtime": 26.2577,
44
+ "eval_sacrebleu": 39.231549897077905,
45
+ "eval_samples_per_second": 37.97,
46
+ "eval_steps_per_second": 2.399,
47
+ "step": 750
48
+ },
49
+ {
50
+ "epoch": 0.12408487405385284,
51
+ "grad_norm": 0.38387003540992737,
52
+ "learning_rate": 0.00019173594738801342,
53
+ "loss": 1.6982,
54
+ "step": 1000
55
+ },
56
+ {
57
+ "epoch": 0.12408487405385284,
58
+ "eval_bleu": 0.4216059723116928,
59
+ "eval_loss": 0.6174488663673401,
60
+ "eval_runtime": 25.9178,
61
+ "eval_sacrebleu": 42.16059723116929,
62
+ "eval_samples_per_second": 38.468,
63
+ "eval_steps_per_second": 2.431,
64
+ "step": 1000
65
+ },
66
+ {
67
+ "epoch": 0.15510609256731606,
68
+ "eval_bleu": 0.41763170104889635,
69
+ "eval_loss": 0.5999624133110046,
70
+ "eval_runtime": 25.8879,
71
+ "eval_sacrebleu": 41.76317010488963,
72
+ "eval_samples_per_second": 38.512,
73
+ "eval_steps_per_second": 2.434,
74
+ "step": 1250
75
+ },
76
+ {
77
+ "epoch": 0.18612731108077926,
78
+ "grad_norm": 0.34623512625694275,
79
+ "learning_rate": 0.00018759978491955165,
80
+ "loss": 1.6602,
81
+ "step": 1500
82
+ },
83
+ {
84
+ "epoch": 0.18612731108077926,
85
+ "eval_bleu": 0.43560368645996866,
86
+ "eval_loss": 0.5841320157051086,
87
+ "eval_runtime": 26.9845,
88
+ "eval_sacrebleu": 43.56036864599687,
89
+ "eval_samples_per_second": 36.947,
90
+ "eval_steps_per_second": 2.335,
91
+ "step": 1500
92
+ },
93
+ {
94
+ "epoch": 0.21714852959424247,
95
+ "eval_bleu": 0.45724404047321726,
96
+ "eval_loss": 0.5677037239074707,
97
+ "eval_runtime": 26.3068,
98
+ "eval_sacrebleu": 45.72440404732173,
99
+ "eval_samples_per_second": 37.899,
100
+ "eval_steps_per_second": 2.395,
101
+ "step": 1750
102
+ },
103
+ {
104
+ "epoch": 0.24816974810770567,
105
+ "grad_norm": 0.4403877556324005,
106
+ "learning_rate": 0.00018346362245108989,
107
+ "loss": 1.6584,
108
+ "step": 2000
109
+ },
110
+ {
111
+ "epoch": 0.24816974810770567,
112
+ "eval_bleu": 0.46037333185886953,
113
+ "eval_loss": 0.5648519992828369,
114
+ "eval_runtime": 26.3801,
115
+ "eval_sacrebleu": 46.03733318588696,
116
+ "eval_samples_per_second": 37.794,
117
+ "eval_steps_per_second": 2.388,
118
+ "step": 2000
119
+ },
120
+ {
121
+ "epoch": 0.2791909666211689,
122
+ "eval_bleu": 0.45209578289721203,
123
+ "eval_loss": 0.5638172030448914,
124
+ "eval_runtime": 30.6042,
125
+ "eval_sacrebleu": 45.209578289721215,
126
+ "eval_samples_per_second": 32.577,
127
+ "eval_steps_per_second": 2.059,
128
+ "step": 2250
129
+ },
130
+ {
131
+ "epoch": 0.3102121851346321,
132
+ "grad_norm": 0.3123285174369812,
133
+ "learning_rate": 0.00017932745998262812,
134
+ "loss": 1.6308,
135
+ "step": 2500
136
+ },
137
+ {
138
+ "epoch": 0.3102121851346321,
139
+ "eval_bleu": 0.46357844464780756,
140
+ "eval_loss": 0.5529513955116272,
141
+ "eval_runtime": 26.4908,
142
+ "eval_sacrebleu": 46.35784446478076,
143
+ "eval_samples_per_second": 37.636,
144
+ "eval_steps_per_second": 2.378,
145
+ "step": 2500
146
+ },
147
+ {
148
+ "epoch": 0.3412334036480953,
149
+ "eval_bleu": 0.46772032725111423,
150
+ "eval_loss": 0.5509346723556519,
151
+ "eval_runtime": 26.3711,
152
+ "eval_sacrebleu": 46.772032725111416,
153
+ "eval_samples_per_second": 37.807,
154
+ "eval_steps_per_second": 2.389,
155
+ "step": 2750
156
+ },
157
+ {
158
+ "epoch": 0.3722546221615585,
159
+ "grad_norm": 0.42767035961151123,
160
+ "learning_rate": 0.00017519129751416638,
161
+ "loss": 1.6254,
162
+ "step": 3000
163
+ },
164
+ {
165
+ "epoch": 0.3722546221615585,
166
+ "eval_bleu": 0.4614522117827243,
167
+ "eval_loss": 0.5387468338012695,
168
+ "eval_runtime": 30.4817,
169
+ "eval_sacrebleu": 46.14522117827243,
170
+ "eval_samples_per_second": 32.708,
171
+ "eval_steps_per_second": 2.067,
172
+ "step": 3000
173
+ },
174
+ {
175
+ "epoch": 0.4032758406750217,
176
+ "eval_bleu": 0.4676998728897933,
177
+ "eval_loss": 0.536383867263794,
178
+ "eval_runtime": 30.6091,
179
+ "eval_sacrebleu": 46.769987288979344,
180
+ "eval_samples_per_second": 32.572,
181
+ "eval_steps_per_second": 2.058,
182
+ "step": 3250
183
+ },
184
+ {
185
+ "epoch": 0.43429705918848494,
186
+ "grad_norm": 0.38224396109580994,
187
+ "learning_rate": 0.0001710551350457046,
188
+ "loss": 1.6243,
189
+ "step": 3500
190
+ },
191
+ {
192
+ "epoch": 0.43429705918848494,
193
+ "eval_bleu": 0.46164561915037816,
194
+ "eval_loss": 0.5344716310501099,
195
+ "eval_runtime": 31.0805,
196
+ "eval_sacrebleu": 46.164561915037815,
197
+ "eval_samples_per_second": 32.078,
198
+ "eval_steps_per_second": 2.027,
199
+ "step": 3500
200
+ },
201
+ {
202
+ "epoch": 0.4653182777019481,
203
+ "eval_bleu": 0.48931875037738126,
204
+ "eval_loss": 0.5296809077262878,
205
+ "eval_runtime": 26.5591,
206
+ "eval_sacrebleu": 48.931875037738116,
207
+ "eval_samples_per_second": 37.539,
208
+ "eval_steps_per_second": 2.372,
209
+ "step": 3750
210
+ },
211
+ {
212
+ "epoch": 0.49633949621541135,
213
+ "grad_norm": 0.3431154489517212,
214
+ "learning_rate": 0.00016691897257724284,
215
+ "loss": 1.6084,
216
+ "step": 4000
217
+ },
218
+ {
219
+ "epoch": 0.49633949621541135,
220
+ "eval_bleu": 0.4670639899495498,
221
+ "eval_loss": 0.5242425203323364,
222
+ "eval_runtime": 31.4513,
223
+ "eval_sacrebleu": 46.706398994954974,
224
+ "eval_samples_per_second": 31.7,
225
+ "eval_steps_per_second": 2.003,
226
+ "step": 4000
227
+ },
228
+ {
229
+ "epoch": 0.5273607147288746,
230
+ "eval_bleu": 0.4764609490905008,
231
+ "eval_loss": 0.5175062417984009,
232
+ "eval_runtime": 31.4533,
233
+ "eval_sacrebleu": 47.64609490905008,
234
+ "eval_samples_per_second": 31.698,
235
+ "eval_steps_per_second": 2.003,
236
+ "step": 4250
237
+ },
238
+ {
239
+ "epoch": 0.5583819332423378,
240
+ "grad_norm": 0.5163791179656982,
241
+ "learning_rate": 0.00016278281010878107,
242
+ "loss": 1.6199,
243
+ "step": 4500
244
+ },
245
+ {
246
+ "epoch": 0.5583819332423378,
247
+ "eval_bleu": 0.4842997834712024,
248
+ "eval_loss": 0.5073870420455933,
249
+ "eval_runtime": 26.3578,
250
+ "eval_sacrebleu": 48.42997834712023,
251
+ "eval_samples_per_second": 37.826,
252
+ "eval_steps_per_second": 2.39,
253
+ "step": 4500
254
+ },
255
+ {
256
+ "epoch": 0.5894031517558009,
257
+ "eval_bleu": 0.4952105334411826,
258
+ "eval_loss": 0.507585346698761,
259
+ "eval_runtime": 26.5353,
260
+ "eval_sacrebleu": 49.52105334411828,
261
+ "eval_samples_per_second": 37.573,
262
+ "eval_steps_per_second": 2.374,
263
+ "step": 4750
264
+ },
265
+ {
266
+ "epoch": 0.6204243702692642,
267
+ "grad_norm": 0.4755456745624542,
268
+ "learning_rate": 0.0001586466476403193,
269
+ "loss": 1.5977,
270
+ "step": 5000
271
+ },
272
+ {
273
+ "epoch": 0.6204243702692642,
274
+ "eval_bleu": 0.5028399445253026,
275
+ "eval_loss": 0.5057277083396912,
276
+ "eval_runtime": 26.4672,
277
+ "eval_sacrebleu": 50.283994452530266,
278
+ "eval_samples_per_second": 37.669,
279
+ "eval_steps_per_second": 2.38,
280
+ "step": 5000
281
+ },
282
+ {
283
+ "epoch": 0.6514455887827274,
284
+ "eval_bleu": 0.483072572230062,
285
+ "eval_loss": 0.5027718544006348,
286
+ "eval_runtime": 30.292,
287
+ "eval_sacrebleu": 48.307257223006204,
288
+ "eval_samples_per_second": 32.913,
289
+ "eval_steps_per_second": 2.08,
290
+ "step": 5250
291
+ },
292
+ {
293
+ "epoch": 0.6824668072961906,
294
+ "grad_norm": 0.3952983021736145,
295
+ "learning_rate": 0.00015451048517185756,
296
+ "loss": 1.595,
297
+ "step": 5500
298
+ },
299
+ {
300
+ "epoch": 0.6824668072961906,
301
+ "eval_bleu": 0.49942077718321615,
302
+ "eval_loss": 0.5014601945877075,
303
+ "eval_runtime": 26.2974,
304
+ "eval_sacrebleu": 49.94207771832162,
305
+ "eval_samples_per_second": 37.912,
306
+ "eval_steps_per_second": 2.396,
307
+ "step": 5500
308
+ },
309
+ {
310
+ "epoch": 0.7134880258096538,
311
+ "eval_bleu": 0.5079589021610399,
312
+ "eval_loss": 0.4972230792045593,
313
+ "eval_runtime": 26.5266,
314
+ "eval_sacrebleu": 50.79589021610399,
315
+ "eval_samples_per_second": 37.585,
316
+ "eval_steps_per_second": 2.375,
317
+ "step": 5750
318
+ },
319
+ {
320
+ "epoch": 0.744509244323117,
321
+ "grad_norm": 0.3744260370731354,
322
+ "learning_rate": 0.0001503743227033958,
323
+ "loss": 1.5973,
324
+ "step": 6000
325
+ },
326
+ {
327
+ "epoch": 0.744509244323117,
328
+ "eval_bleu": 0.49731568524979847,
329
+ "eval_loss": 0.49218252301216125,
330
+ "eval_runtime": 30.2395,
331
+ "eval_sacrebleu": 49.73156852497985,
332
+ "eval_samples_per_second": 32.97,
333
+ "eval_steps_per_second": 2.083,
334
+ "step": 6000
335
+ },
336
+ {
337
+ "epoch": 0.7755304628365802,
338
+ "eval_bleu": 0.5010557070534462,
339
+ "eval_loss": 0.48786431550979614,
340
+ "eval_runtime": 29.8917,
341
+ "eval_sacrebleu": 50.10557070534461,
342
+ "eval_samples_per_second": 33.354,
343
+ "eval_steps_per_second": 2.108,
344
+ "step": 6250
345
+ },
346
+ {
347
+ "epoch": 0.8065516813500434,
348
+ "grad_norm": 0.3586362898349762,
349
+ "learning_rate": 0.00014624643255987097,
350
+ "loss": 1.6054,
351
+ "step": 6500
352
+ },
353
+ {
354
+ "epoch": 0.8065516813500434,
355
+ "eval_bleu": 0.4955720938608469,
356
+ "eval_loss": 0.4880225360393524,
357
+ "eval_runtime": 30.069,
358
+ "eval_sacrebleu": 49.55720938608468,
359
+ "eval_samples_per_second": 33.157,
360
+ "eval_steps_per_second": 2.095,
361
+ "step": 6500
362
+ },
363
+ {
364
+ "epoch": 0.8375728998635067,
365
+ "eval_bleu": 0.5075273977197631,
366
+ "eval_loss": 0.4929010570049286,
367
+ "eval_runtime": 26.6407,
368
+ "eval_sacrebleu": 50.752739771976316,
369
+ "eval_samples_per_second": 37.424,
370
+ "eval_steps_per_second": 2.365,
371
+ "step": 6750
372
+ },
373
+ {
374
+ "epoch": 0.8685941183769699,
375
+ "grad_norm": 0.408892422914505,
376
+ "learning_rate": 0.0001421102700914092,
377
+ "loss": 1.5994,
378
+ "step": 7000
379
+ },
380
+ {
381
+ "epoch": 0.8685941183769699,
382
+ "eval_bleu": 0.5042353273229235,
383
+ "eval_loss": 0.4897218346595764,
384
+ "eval_runtime": 30.4869,
385
+ "eval_sacrebleu": 50.42353273229237,
386
+ "eval_samples_per_second": 32.703,
387
+ "eval_steps_per_second": 2.066,
388
+ "step": 7000
389
+ },
390
+ {
391
+ "epoch": 0.899615336890433,
392
+ "eval_bleu": 0.5188691707587275,
393
+ "eval_loss": 0.47879675030708313,
394
+ "eval_runtime": 26.4783,
395
+ "eval_sacrebleu": 51.886917075872745,
396
+ "eval_samples_per_second": 37.653,
397
+ "eval_steps_per_second": 2.379,
398
+ "step": 7250
399
+ },
400
+ {
401
+ "epoch": 0.9306365554038962,
402
+ "grad_norm": 0.4026396572589874,
403
+ "learning_rate": 0.00013797410762294744,
404
+ "loss": 1.6027,
405
+ "step": 7500
406
+ },
407
+ {
408
+ "epoch": 0.9306365554038962,
409
+ "eval_bleu": 0.5194817510210378,
410
+ "eval_loss": 0.4833624064922333,
411
+ "eval_runtime": 26.2879,
412
+ "eval_sacrebleu": 51.94817510210378,
413
+ "eval_samples_per_second": 37.926,
414
+ "eval_steps_per_second": 2.397,
415
+ "step": 7500
416
+ },
417
+ {
418
+ "epoch": 0.9616577739173595,
419
+ "eval_bleu": 0.5104145462726156,
420
+ "eval_loss": 0.48104193806648254,
421
+ "eval_runtime": 26.5199,
422
+ "eval_sacrebleu": 51.04145462726156,
423
+ "eval_samples_per_second": 37.594,
424
+ "eval_steps_per_second": 2.376,
425
+ "step": 7750
426
+ },
427
+ {
428
+ "epoch": 0.9926789924308227,
429
+ "grad_norm": 0.3430217504501343,
430
+ "learning_rate": 0.00013383794515448567,
431
+ "loss": 1.5752,
432
+ "step": 8000
433
+ },
434
+ {
435
+ "epoch": 0.9926789924308227,
436
+ "eval_bleu": 0.5096224839527781,
437
+ "eval_loss": 0.48045796155929565,
438
+ "eval_runtime": 26.6859,
439
+ "eval_sacrebleu": 50.96224839527779,
440
+ "eval_samples_per_second": 37.361,
441
+ "eval_steps_per_second": 2.361,
442
+ "step": 8000
443
+ },
444
+ {
445
+ "epoch": 1.0237002109442859,
446
+ "eval_bleu": 0.522362017341469,
447
+ "eval_loss": 0.47459539771080017,
448
+ "eval_runtime": 26.9292,
449
+ "eval_sacrebleu": 52.23620173414692,
450
+ "eval_samples_per_second": 37.023,
451
+ "eval_steps_per_second": 2.339,
452
+ "step": 8250
453
+ },
454
+ {
455
+ "epoch": 1.0547214294577492,
456
+ "grad_norm": 0.4407212734222412,
457
+ "learning_rate": 0.00012971005501096082,
458
+ "loss": 1.5866,
459
+ "step": 8500
460
+ },
461
+ {
462
+ "epoch": 1.0547214294577492,
463
+ "eval_bleu": 0.5233140037882388,
464
+ "eval_loss": 0.47041839361190796,
465
+ "eval_runtime": 26.7616,
466
+ "eval_sacrebleu": 52.331400378823886,
467
+ "eval_samples_per_second": 37.255,
468
+ "eval_steps_per_second": 2.354,
469
+ "step": 8500
470
+ },
471
+ {
472
+ "epoch": 1.0857426479712122,
473
+ "eval_bleu": 0.5228406062138943,
474
+ "eval_loss": 0.4697977900505066,
475
+ "eval_runtime": 26.9189,
476
+ "eval_sacrebleu": 52.284060621389436,
477
+ "eval_samples_per_second": 37.037,
478
+ "eval_steps_per_second": 2.34,
479
+ "step": 8750
480
+ },
481
+ {
482
+ "epoch": 1.1167638664846755,
483
+ "grad_norm": 0.4114269018173218,
484
+ "learning_rate": 0.00012557389254249908,
485
+ "loss": 1.5625,
486
+ "step": 9000
487
+ },
488
+ {
489
+ "epoch": 1.1167638664846755,
490
+ "eval_bleu": 0.5045552822076028,
491
+ "eval_loss": 0.47208642959594727,
492
+ "eval_runtime": 29.9248,
493
+ "eval_sacrebleu": 50.45552822076027,
494
+ "eval_samples_per_second": 33.317,
495
+ "eval_steps_per_second": 2.105,
496
+ "step": 9000
497
+ },
498
+ {
499
+ "epoch": 1.1477850849981388,
500
+ "eval_bleu": 0.5209189455383018,
501
+ "eval_loss": 0.47228312492370605,
502
+ "eval_runtime": 26.7063,
503
+ "eval_sacrebleu": 52.091894553830194,
504
+ "eval_samples_per_second": 37.332,
505
+ "eval_steps_per_second": 2.359,
506
+ "step": 9250
507
+ },
508
+ {
509
+ "epoch": 1.1788063035116019,
510
+ "grad_norm": 0.4791381061077118,
511
+ "learning_rate": 0.00012143773007403731,
512
+ "loss": 1.5905,
513
+ "step": 9500
514
+ },
515
+ {
516
+ "epoch": 1.1788063035116019,
517
+ "eval_bleu": 0.523648026709789,
518
+ "eval_loss": 0.465637743473053,
519
+ "eval_runtime": 26.5838,
520
+ "eval_sacrebleu": 52.36480267097889,
521
+ "eval_samples_per_second": 37.504,
522
+ "eval_steps_per_second": 2.37,
523
+ "step": 9500
524
+ },
525
+ {
526
+ "epoch": 1.2098275220250652,
527
+ "eval_bleu": 0.526091109110034,
528
+ "eval_loss": 0.47375109791755676,
529
+ "eval_runtime": 26.4012,
530
+ "eval_sacrebleu": 52.60911091100339,
531
+ "eval_samples_per_second": 37.763,
532
+ "eval_steps_per_second": 2.386,
533
+ "step": 9750
534
+ },
535
+ {
536
+ "epoch": 1.2408487405385284,
537
+ "grad_norm": 0.3986048400402069,
538
+ "learning_rate": 0.00011730983993051248,
539
+ "loss": 1.5641,
540
+ "step": 10000
541
+ },
542
+ {
543
+ "epoch": 1.2408487405385284,
544
+ "eval_bleu": 0.5328044530041718,
545
+ "eval_loss": 0.47070926427841187,
546
+ "eval_runtime": 26.4286,
547
+ "eval_sacrebleu": 53.28044530041718,
548
+ "eval_samples_per_second": 37.724,
549
+ "eval_steps_per_second": 2.384,
550
+ "step": 10000
551
+ },
552
+ {
553
+ "epoch": 1.2718699590519915,
554
+ "eval_bleu": 0.5295619284284641,
555
+ "eval_loss": 0.4628443717956543,
556
+ "eval_runtime": 26.8869,
557
+ "eval_sacrebleu": 52.95619284284641,
558
+ "eval_samples_per_second": 37.081,
559
+ "eval_steps_per_second": 2.343,
560
+ "step": 10250
561
+ },
562
+ {
563
+ "epoch": 1.3028911775654548,
564
+ "grad_norm": 0.43987250328063965,
565
+ "learning_rate": 0.00011317367746205071,
566
+ "loss": 1.5635,
567
+ "step": 10500
568
+ },
569
+ {
570
+ "epoch": 1.3028911775654548,
571
+ "eval_bleu": 0.5060950080082616,
572
+ "eval_loss": 0.467409610748291,
573
+ "eval_runtime": 30.2683,
574
+ "eval_sacrebleu": 50.609500800826154,
575
+ "eval_samples_per_second": 32.939,
576
+ "eval_steps_per_second": 2.081,
577
+ "step": 10500
578
+ },
579
+ {
580
+ "epoch": 1.3339123960789179,
581
+ "eval_bleu": 0.527103412597968,
582
+ "eval_loss": 0.46409764885902405,
583
+ "eval_runtime": 26.4872,
584
+ "eval_sacrebleu": 52.7103412597968,
585
+ "eval_samples_per_second": 37.641,
586
+ "eval_steps_per_second": 2.379,
587
+ "step": 10750
588
+ },
589
+ {
590
+ "epoch": 1.3649336145923812,
591
+ "grad_norm": 0.5269433259963989,
592
+ "learning_rate": 0.00010903751499358896,
593
+ "loss": 1.5773,
594
+ "step": 11000
595
+ },
596
+ {
597
+ "epoch": 1.3649336145923812,
598
+ "eval_bleu": 0.5242966178898075,
599
+ "eval_loss": 0.4671896994113922,
600
+ "eval_runtime": 26.6265,
601
+ "eval_sacrebleu": 52.429661788980766,
602
+ "eval_samples_per_second": 37.444,
603
+ "eval_steps_per_second": 2.366,
604
+ "step": 11000
605
+ },
606
+ {
607
+ "epoch": 1.3959548331058445,
608
+ "eval_bleu": 0.5331449742502883,
609
+ "eval_loss": 0.45938026905059814,
610
+ "eval_runtime": 26.4956,
611
+ "eval_sacrebleu": 53.31449742502881,
612
+ "eval_samples_per_second": 37.629,
613
+ "eval_steps_per_second": 2.378,
614
+ "step": 11250
615
+ },
616
+ {
617
+ "epoch": 1.4269760516193077,
618
+ "grad_norm": 0.45359736680984497,
619
+ "learning_rate": 0.00010490135252512719,
620
+ "loss": 1.5635,
621
+ "step": 11500
622
+ },
623
+ {
624
+ "epoch": 1.4269760516193077,
625
+ "eval_bleu": 0.5368175999087655,
626
+ "eval_loss": 0.45936745405197144,
627
+ "eval_runtime": 26.1312,
628
+ "eval_sacrebleu": 53.681759990876564,
629
+ "eval_samples_per_second": 38.154,
630
+ "eval_steps_per_second": 2.411,
631
+ "step": 11500
632
+ },
633
+ {
634
+ "epoch": 1.4579972701327708,
635
+ "eval_bleu": 0.5399510156838138,
636
+ "eval_loss": 0.4601152837276459,
637
+ "eval_runtime": 26.4206,
638
+ "eval_sacrebleu": 53.99510156838139,
639
+ "eval_samples_per_second": 37.736,
640
+ "eval_steps_per_second": 2.385,
641
+ "step": 11750
642
+ },
643
+ {
644
+ "epoch": 1.489018488646234,
645
+ "grad_norm": 0.5071715712547302,
646
+ "learning_rate": 0.00010077346238160235,
647
+ "loss": 1.554,
648
+ "step": 12000
649
+ },
650
+ {
651
+ "epoch": 1.489018488646234,
652
+ "eval_bleu": 0.5448440878000553,
653
+ "eval_loss": 0.45673030614852905,
654
+ "eval_runtime": 26.274,
655
+ "eval_sacrebleu": 54.484408780005516,
656
+ "eval_samples_per_second": 37.946,
657
+ "eval_steps_per_second": 2.398,
658
+ "step": 12000
659
+ },
660
+ {
661
+ "epoch": 1.5200397071596972,
662
+ "eval_bleu": 0.5331771731653003,
663
+ "eval_loss": 0.45803213119506836,
664
+ "eval_runtime": 26.6126,
665
+ "eval_sacrebleu": 53.317717316530036,
666
+ "eval_samples_per_second": 37.464,
667
+ "eval_steps_per_second": 2.367,
668
+ "step": 12250
669
+ },
670
+ {
671
+ "epoch": 1.5510609256731605,
672
+ "grad_norm": 0.354244202375412,
673
+ "learning_rate": 9.663729991314059e-05,
674
+ "loss": 1.5334,
675
+ "step": 12500
676
+ },
677
+ {
678
+ "epoch": 1.5510609256731605,
679
+ "eval_bleu": 0.5330121357624478,
680
+ "eval_loss": 0.45450112223625183,
681
+ "eval_runtime": 26.7831,
682
+ "eval_sacrebleu": 53.30121357624477,
683
+ "eval_samples_per_second": 37.225,
684
+ "eval_steps_per_second": 2.352,
685
+ "step": 12500
686
+ },
687
+ {
688
+ "epoch": 1.5820821441866237,
689
+ "eval_bleu": 0.5383252245146614,
690
+ "eval_loss": 0.4673778712749481,
691
+ "eval_runtime": 26.612,
692
+ "eval_sacrebleu": 53.83252245146612,
693
+ "eval_samples_per_second": 37.464,
694
+ "eval_steps_per_second": 2.367,
695
+ "step": 12750
696
+ },
697
+ {
698
+ "epoch": 1.6131033627000868,
699
+ "grad_norm": 0.43129512667655945,
700
+ "learning_rate": 9.250113744467884e-05,
701
+ "loss": 1.5744,
702
+ "step": 13000
703
+ },
704
+ {
705
+ "epoch": 1.6131033627000868,
706
+ "eval_bleu": 0.5436831687978227,
707
+ "eval_loss": 0.4527384340763092,
708
+ "eval_runtime": 26.7166,
709
+ "eval_sacrebleu": 54.36831687978229,
710
+ "eval_samples_per_second": 37.318,
711
+ "eval_steps_per_second": 2.358,
712
+ "step": 13000
713
+ },
714
+ {
715
+ "epoch": 1.64412458121355,
716
+ "eval_bleu": 0.5321035995672574,
717
+ "eval_loss": 0.4536842405796051,
718
+ "eval_runtime": 26.6289,
719
+ "eval_sacrebleu": 53.21035995672574,
720
+ "eval_samples_per_second": 37.44,
721
+ "eval_steps_per_second": 2.366,
722
+ "step": 13250
723
+ },
724
+ {
725
+ "epoch": 1.6751457997270132,
726
+ "grad_norm": 0.41460272669792175,
727
+ "learning_rate": 8.836497497621708e-05,
728
+ "loss": 1.5614,
729
+ "step": 13500
730
+ },
731
+ {
732
+ "epoch": 1.6751457997270132,
733
+ "eval_bleu": 0.5421604701581548,
734
+ "eval_loss": 0.4541470408439636,
735
+ "eval_runtime": 26.4724,
736
+ "eval_sacrebleu": 54.216047015815484,
737
+ "eval_samples_per_second": 37.662,
738
+ "eval_steps_per_second": 2.38,
739
+ "step": 13500
740
+ },
741
+ {
742
+ "epoch": 1.7061670182404765,
743
+ "eval_bleu": 0.5407267912794391,
744
+ "eval_loss": 0.44868603348731995,
745
+ "eval_runtime": 25.8905,
746
+ "eval_sacrebleu": 54.072679127943914,
747
+ "eval_samples_per_second": 38.508,
748
+ "eval_steps_per_second": 2.433,
749
+ "step": 13750
750
+ },
751
+ {
752
+ "epoch": 1.7371882367539397,
753
+ "grad_norm": 0.43293118476867676,
754
+ "learning_rate": 8.422881250775531e-05,
755
+ "loss": 1.5575,
756
+ "step": 14000
757
+ },
758
+ {
759
+ "epoch": 1.7371882367539397,
760
+ "eval_bleu": 0.5484306841806071,
761
+ "eval_loss": 0.44865334033966064,
762
+ "eval_runtime": 26.1813,
763
+ "eval_sacrebleu": 54.84306841806073,
764
+ "eval_samples_per_second": 38.081,
765
+ "eval_steps_per_second": 2.406,
766
+ "step": 14000
767
+ },
768
+ {
769
+ "epoch": 1.768209455267403,
770
+ "eval_bleu": 0.5366668753674272,
771
+ "eval_loss": 0.45369917154312134,
772
+ "eval_runtime": 26.3572,
773
+ "eval_sacrebleu": 53.66668753674271,
774
+ "eval_samples_per_second": 37.827,
775
+ "eval_steps_per_second": 2.39,
776
+ "step": 14250
777
+ },
778
+ {
779
+ "epoch": 1.799230673780866,
780
+ "grad_norm": 0.4295082986354828,
781
+ "learning_rate": 8.009265003929354e-05,
782
+ "loss": 1.5703,
783
+ "step": 14500
784
+ },
785
+ {
786
+ "epoch": 1.799230673780866,
787
+ "eval_bleu": 0.5450402573326482,
788
+ "eval_loss": 0.44688546657562256,
789
+ "eval_runtime": 26.7194,
790
+ "eval_sacrebleu": 54.50402573326482,
791
+ "eval_samples_per_second": 37.314,
792
+ "eval_steps_per_second": 2.358,
793
+ "step": 14500
794
+ },
795
+ {
796
+ "epoch": 1.8302518922943292,
797
+ "eval_bleu": 0.5483639697045432,
798
+ "eval_loss": 0.44706398248672485,
799
+ "eval_runtime": 26.3102,
800
+ "eval_sacrebleu": 54.836396970454295,
801
+ "eval_samples_per_second": 37.894,
802
+ "eval_steps_per_second": 2.395,
803
+ "step": 14750
804
+ },
805
+ {
806
+ "epoch": 1.8612731108077925,
807
+ "grad_norm": 0.40572237968444824,
808
+ "learning_rate": 7.595648757083179e-05,
809
+ "loss": 1.5699,
810
+ "step": 15000
811
+ },
812
+ {
813
+ "epoch": 1.8612731108077925,
814
+ "eval_bleu": 0.5412045183641058,
815
+ "eval_loss": 0.4491432011127472,
816
+ "eval_runtime": 26.2687,
817
+ "eval_sacrebleu": 54.12045183641058,
818
+ "eval_samples_per_second": 37.954,
819
+ "eval_steps_per_second": 2.398,
820
+ "step": 15000
821
+ },
822
+ {
823
+ "epoch": 1.8922943293212557,
824
+ "eval_bleu": 0.5426068219887682,
825
+ "eval_loss": 0.4475942850112915,
826
+ "eval_runtime": 26.3766,
827
+ "eval_sacrebleu": 54.26068219887682,
828
+ "eval_samples_per_second": 37.799,
829
+ "eval_steps_per_second": 2.388,
830
+ "step": 15250
831
+ },
832
+ {
833
+ "epoch": 1.923315547834719,
834
+ "grad_norm": 0.4037320911884308,
835
+ "learning_rate": 7.182032510237002e-05,
836
+ "loss": 1.5568,
837
+ "step": 15500
838
+ },
839
+ {
840
+ "epoch": 1.923315547834719,
841
+ "eval_bleu": 0.5441482908798231,
842
+ "eval_loss": 0.45093950629234314,
843
+ "eval_runtime": 26.2701,
844
+ "eval_sacrebleu": 54.4148290879823,
845
+ "eval_samples_per_second": 37.952,
846
+ "eval_steps_per_second": 2.398,
847
+ "step": 15500
848
+ },
849
+ {
850
+ "epoch": 1.9543367663481823,
851
+ "eval_bleu": 0.5466542036178139,
852
+ "eval_loss": 0.44276148080825806,
853
+ "eval_runtime": 26.4364,
854
+ "eval_sacrebleu": 54.665420361781415,
855
+ "eval_samples_per_second": 37.713,
856
+ "eval_steps_per_second": 2.383,
857
+ "step": 15750
858
+ },
859
+ {
860
+ "epoch": 1.9853579848616454,
861
+ "grad_norm": 0.5161086320877075,
862
+ "learning_rate": 6.769243495884519e-05,
863
+ "loss": 1.5487,
864
+ "step": 16000
865
+ },
866
+ {
867
+ "epoch": 1.9853579848616454,
868
+ "eval_bleu": 0.5471043728940305,
869
+ "eval_loss": 0.44429755210876465,
870
+ "eval_runtime": 26.4199,
871
+ "eval_sacrebleu": 54.710437289403046,
872
+ "eval_samples_per_second": 37.737,
873
+ "eval_steps_per_second": 2.385,
874
+ "step": 16000
875
+ },
876
+ {
877
+ "epoch": 2.0163792033751085,
878
+ "eval_bleu": 0.5453955451488804,
879
+ "eval_loss": 0.44419533014297485,
880
+ "eval_runtime": 26.664,
881
+ "eval_sacrebleu": 54.539554514888046,
882
+ "eval_samples_per_second": 37.391,
883
+ "eval_steps_per_second": 2.363,
884
+ "step": 16250
885
+ },
886
+ {
887
+ "epoch": 2.0474004218885717,
888
+ "grad_norm": 0.3951840102672577,
889
+ "learning_rate": 6.355627249038343e-05,
890
+ "loss": 1.5557,
891
+ "step": 16500
892
+ },
893
+ {
894
+ "epoch": 2.0474004218885717,
895
+ "eval_bleu": 0.5441269261818085,
896
+ "eval_loss": 0.4420550465583801,
897
+ "eval_runtime": 26.554,
898
+ "eval_sacrebleu": 54.41269261818084,
899
+ "eval_samples_per_second": 37.546,
900
+ "eval_steps_per_second": 2.373,
901
+ "step": 16500
902
+ },
903
+ {
904
+ "epoch": 2.078421640402035,
905
+ "eval_bleu": 0.5438931911411755,
906
+ "eval_loss": 0.4408770501613617,
907
+ "eval_runtime": 26.392,
908
+ "eval_sacrebleu": 54.38931911411757,
909
+ "eval_samples_per_second": 37.777,
910
+ "eval_steps_per_second": 2.387,
911
+ "step": 16750
912
+ },
913
+ {
914
+ "epoch": 2.1094428589154983,
915
+ "grad_norm": 0.4038366377353668,
916
+ "learning_rate": 5.942011002192166e-05,
917
+ "loss": 1.5456,
918
+ "step": 17000
919
+ },
920
+ {
921
+ "epoch": 2.1094428589154983,
922
+ "eval_bleu": 0.5500753904433738,
923
+ "eval_loss": 0.4419112503528595,
924
+ "eval_runtime": 26.6049,
925
+ "eval_sacrebleu": 55.007539044337406,
926
+ "eval_samples_per_second": 37.474,
927
+ "eval_steps_per_second": 2.368,
928
+ "step": 17000
929
+ },
930
+ {
931
+ "epoch": 2.1404640774289616,
932
+ "eval_bleu": 0.5444713558112135,
933
+ "eval_loss": 0.44184836745262146,
934
+ "eval_runtime": 26.6993,
935
+ "eval_sacrebleu": 54.44713558112136,
936
+ "eval_samples_per_second": 37.342,
937
+ "eval_steps_per_second": 2.36,
938
+ "step": 17250
939
+ },
940
+ {
941
+ "epoch": 2.1714852959424245,
942
+ "grad_norm": 0.375874400138855,
943
+ "learning_rate": 5.52839475534599e-05,
944
+ "loss": 1.5563,
945
+ "step": 17500
946
+ },
947
+ {
948
+ "epoch": 2.1714852959424245,
949
+ "eval_bleu": 0.5465682507293738,
950
+ "eval_loss": 0.44325748085975647,
951
+ "eval_runtime": 26.7062,
952
+ "eval_sacrebleu": 54.65682507293739,
953
+ "eval_samples_per_second": 37.332,
954
+ "eval_steps_per_second": 2.359,
955
+ "step": 17500
956
+ },
957
+ {
958
+ "epoch": 2.2025065144558877,
959
+ "eval_bleu": 0.5486459502495142,
960
+ "eval_loss": 0.44381821155548096,
961
+ "eval_runtime": 26.6496,
962
+ "eval_sacrebleu": 54.86459502495143,
963
+ "eval_samples_per_second": 37.411,
964
+ "eval_steps_per_second": 2.364,
965
+ "step": 17750
966
+ },
967
+ {
968
+ "epoch": 2.233527732969351,
969
+ "grad_norm": 0.4059823751449585,
970
+ "learning_rate": 5.1156057409935065e-05,
971
+ "loss": 1.554,
972
+ "step": 18000
973
+ },
974
+ {
975
+ "epoch": 2.233527732969351,
976
+ "eval_bleu": 0.5516558504702004,
977
+ "eval_loss": 0.44666117429733276,
978
+ "eval_runtime": 26.6196,
979
+ "eval_sacrebleu": 55.16558504702001,
980
+ "eval_samples_per_second": 37.454,
981
+ "eval_steps_per_second": 2.367,
982
+ "step": 18000
983
+ },
984
+ {
985
+ "epoch": 2.2645489514828143,
986
+ "eval_bleu": 0.545634241166339,
987
+ "eval_loss": 0.44451597332954407,
988
+ "eval_runtime": 26.3664,
989
+ "eval_sacrebleu": 54.56342411663389,
990
+ "eval_samples_per_second": 37.813,
991
+ "eval_steps_per_second": 2.389,
992
+ "step": 18250
993
+ },
994
+ {
995
+ "epoch": 2.2955701699962776,
996
+ "grad_norm": 0.4450676143169403,
997
+ "learning_rate": 4.70198949414733e-05,
998
+ "loss": 1.5401,
999
+ "step": 18500
1000
+ },
1001
+ {
1002
+ "epoch": 2.2955701699962776,
1003
+ "eval_bleu": 0.5441854004297465,
1004
+ "eval_loss": 0.4416292905807495,
1005
+ "eval_runtime": 26.5469,
1006
+ "eval_sacrebleu": 54.41854004297464,
1007
+ "eval_samples_per_second": 37.556,
1008
+ "eval_steps_per_second": 2.373,
1009
+ "step": 18500
1010
+ },
1011
+ {
1012
+ "epoch": 2.3265913885097405,
1013
+ "eval_bleu": 0.5463238681201095,
1014
+ "eval_loss": 0.4452298581600189,
1015
+ "eval_runtime": 26.5482,
1016
+ "eval_sacrebleu": 54.63238681201096,
1017
+ "eval_samples_per_second": 37.554,
1018
+ "eval_steps_per_second": 2.373,
1019
+ "step": 18750
1020
+ },
1021
+ {
1022
+ "epoch": 2.3576126070232037,
1023
+ "grad_norm": 0.40347516536712646,
1024
+ "learning_rate": 4.2892004797948465e-05,
1025
+ "loss": 1.5508,
1026
+ "step": 19000
1027
+ },
1028
+ {
1029
+ "epoch": 2.3576126070232037,
1030
+ "eval_bleu": 0.5488591906212338,
1031
+ "eval_loss": 0.43900445103645325,
1032
+ "eval_runtime": 26.2972,
1033
+ "eval_sacrebleu": 54.885919062123385,
1034
+ "eval_samples_per_second": 37.913,
1035
+ "eval_steps_per_second": 2.396,
1036
+ "step": 19000
1037
+ },
1038
+ {
1039
+ "epoch": 2.388633825536667,
1040
+ "eval_bleu": 0.5501277675860455,
1041
+ "eval_loss": 0.4402858316898346,
1042
+ "eval_runtime": 26.4257,
1043
+ "eval_sacrebleu": 55.01277675860456,
1044
+ "eval_samples_per_second": 37.728,
1045
+ "eval_steps_per_second": 2.384,
1046
+ "step": 19250
1047
+ },
1048
+ {
1049
+ "epoch": 2.4196550440501303,
1050
+ "grad_norm": 0.566149890422821,
1051
+ "learning_rate": 3.87558423294867e-05,
1052
+ "loss": 1.5202,
1053
+ "step": 19500
1054
+ },
1055
+ {
1056
+ "epoch": 2.4196550440501303,
1057
+ "eval_bleu": 0.5506339047333386,
1058
+ "eval_loss": 0.44076889753341675,
1059
+ "eval_runtime": 26.3905,
1060
+ "eval_sacrebleu": 55.063390473333875,
1061
+ "eval_samples_per_second": 37.779,
1062
+ "eval_steps_per_second": 2.387,
1063
+ "step": 19500
1064
+ },
1065
+ {
1066
+ "epoch": 2.4506762625635936,
1067
+ "eval_bleu": 0.552676626430621,
1068
+ "eval_loss": 0.43988579511642456,
1069
+ "eval_runtime": 26.3752,
1070
+ "eval_sacrebleu": 55.2676626430621,
1071
+ "eval_samples_per_second": 37.801,
1072
+ "eval_steps_per_second": 2.389,
1073
+ "step": 19750
1074
+ },
1075
+ {
1076
+ "epoch": 2.481697481077057,
1077
+ "grad_norm": 0.5281422734260559,
1078
+ "learning_rate": 3.461967986102495e-05,
1079
+ "loss": 1.5436,
1080
+ "step": 20000
1081
+ },
1082
+ {
1083
+ "epoch": 2.481697481077057,
1084
+ "eval_bleu": 0.5540279428911977,
1085
+ "eval_loss": 0.43928974866867065,
1086
+ "eval_runtime": 26.3083,
1087
+ "eval_sacrebleu": 55.402794289119775,
1088
+ "eval_samples_per_second": 37.897,
1089
+ "eval_steps_per_second": 2.395,
1090
+ "step": 20000
1091
+ },
1092
+ {
1093
+ "epoch": 2.51271869959052,
1094
+ "eval_bleu": 0.5572899834262176,
1095
+ "eval_loss": 0.4382089078426361,
1096
+ "eval_runtime": 26.1264,
1097
+ "eval_sacrebleu": 55.728998342621786,
1098
+ "eval_samples_per_second": 38.161,
1099
+ "eval_steps_per_second": 2.411,
1100
+ "step": 20250
1101
+ },
1102
+ {
1103
+ "epoch": 2.543739918103983,
1104
+ "grad_norm": 0.36374086141586304,
1105
+ "learning_rate": 3.0483517392563183e-05,
1106
+ "loss": 1.5199,
1107
+ "step": 20500
1108
+ },
1109
+ {
1110
+ "epoch": 2.543739918103983,
1111
+ "eval_bleu": 0.5550732573177698,
1112
+ "eval_loss": 0.4386473298072815,
1113
+ "eval_runtime": 26.3964,
1114
+ "eval_sacrebleu": 55.507325731777,
1115
+ "eval_samples_per_second": 37.77,
1116
+ "eval_steps_per_second": 2.387,
1117
+ "step": 20500
1118
+ },
1119
+ {
1120
+ "epoch": 2.5747611366174463,
1121
+ "eval_bleu": 0.5588363976046304,
1122
+ "eval_loss": 0.4367557168006897,
1123
+ "eval_runtime": 26.2342,
1124
+ "eval_sacrebleu": 55.88363976046307,
1125
+ "eval_samples_per_second": 38.004,
1126
+ "eval_steps_per_second": 2.401,
1127
+ "step": 20750
1128
+ },
1129
+ {
1130
+ "epoch": 2.6057823551309096,
1131
+ "grad_norm": 0.5062263607978821,
1132
+ "learning_rate": 2.634735492410142e-05,
1133
+ "loss": 1.5546,
1134
+ "step": 21000
1135
+ },
1136
+ {
1137
+ "epoch": 2.6057823551309096,
1138
+ "eval_bleu": 0.5564635443638022,
1139
+ "eval_loss": 0.4356040954589844,
1140
+ "eval_runtime": 26.1041,
1141
+ "eval_sacrebleu": 55.646354436380214,
1142
+ "eval_samples_per_second": 38.193,
1143
+ "eval_steps_per_second": 2.413,
1144
+ "step": 21000
1145
+ },
1146
+ {
1147
+ "epoch": 2.636803573644373,
1148
+ "eval_bleu": 0.554690681709176,
1149
+ "eval_loss": 0.43805500864982605,
1150
+ "eval_runtime": 26.3433,
1151
+ "eval_sacrebleu": 55.46906817091758,
1152
+ "eval_samples_per_second": 37.846,
1153
+ "eval_steps_per_second": 2.392,
1154
+ "step": 21250
1155
+ },
1156
+ {
1157
+ "epoch": 2.6678247921578357,
1158
+ "grad_norm": 0.4638002812862396,
1159
+ "learning_rate": 2.2219464780576583e-05,
1160
+ "loss": 1.5206,
1161
+ "step": 21500
1162
+ },
1163
+ {
1164
+ "epoch": 2.6678247921578357,
1165
+ "eval_bleu": 0.5585154178351764,
1166
+ "eval_loss": 0.43468210101127625,
1167
+ "eval_runtime": 26.311,
1168
+ "eval_sacrebleu": 55.85154178351766,
1169
+ "eval_samples_per_second": 37.893,
1170
+ "eval_steps_per_second": 2.394,
1171
+ "step": 21500
1172
+ },
1173
+ {
1174
+ "epoch": 2.698846010671299,
1175
+ "eval_bleu": 0.5566869449767936,
1176
+ "eval_loss": 0.43678614497184753,
1177
+ "eval_runtime": 26.4499,
1178
+ "eval_sacrebleu": 55.66869449767938,
1179
+ "eval_samples_per_second": 37.694,
1180
+ "eval_steps_per_second": 2.382,
1181
+ "step": 21750
1182
+ },
1183
+ {
1184
+ "epoch": 2.7298672291847623,
1185
+ "grad_norm": 0.5252220034599304,
1186
+ "learning_rate": 1.808330231211482e-05,
1187
+ "loss": 1.5472,
1188
+ "step": 22000
1189
+ },
1190
+ {
1191
+ "epoch": 2.7298672291847623,
1192
+ "eval_bleu": 0.5545563058277676,
1193
+ "eval_loss": 0.43556275963783264,
1194
+ "eval_runtime": 26.7587,
1195
+ "eval_sacrebleu": 55.455630582776756,
1196
+ "eval_samples_per_second": 37.259,
1197
+ "eval_steps_per_second": 2.354,
1198
+ "step": 22000
1199
+ },
1200
+ {
1201
+ "epoch": 2.7608884476982256,
1202
+ "eval_bleu": 0.5540837760186064,
1203
+ "eval_loss": 0.4366076588630676,
1204
+ "eval_runtime": 26.2372,
1205
+ "eval_sacrebleu": 55.40837760186066,
1206
+ "eval_samples_per_second": 37.999,
1207
+ "eval_steps_per_second": 2.401,
1208
+ "step": 22250
1209
+ },
1210
+ {
1211
+ "epoch": 2.791909666211689,
1212
+ "grad_norm": 0.5156243443489075,
1213
+ "learning_rate": 1.394713984365306e-05,
1214
+ "loss": 1.5265,
1215
+ "step": 22500
1216
+ },
1217
+ {
1218
+ "epoch": 2.791909666211689,
1219
+ "eval_bleu": 0.5553238484851978,
1220
+ "eval_loss": 0.4353455901145935,
1221
+ "eval_runtime": 26.3278,
1222
+ "eval_sacrebleu": 55.532384848519776,
1223
+ "eval_samples_per_second": 37.869,
1224
+ "eval_steps_per_second": 2.393,
1225
+ "step": 22500
1226
+ },
1227
+ {
1228
+ "epoch": 2.822930884725152,
1229
+ "eval_bleu": 0.5584934398310123,
1230
+ "eval_loss": 0.436864972114563,
1231
+ "eval_runtime": 26.1799,
1232
+ "eval_sacrebleu": 55.849343983101214,
1233
+ "eval_samples_per_second": 38.083,
1234
+ "eval_steps_per_second": 2.406,
1235
+ "step": 22750
1236
+ },
1237
+ {
1238
+ "epoch": 2.8539521032386155,
1239
+ "grad_norm": 0.5342265367507935,
1240
+ "learning_rate": 9.810977375191298e-06,
1241
+ "loss": 1.5503,
1242
+ "step": 23000
1243
+ },
1244
+ {
1245
+ "epoch": 2.8539521032386155,
1246
+ "eval_bleu": 0.5609491833008903,
1247
+ "eval_loss": 0.4351731836795807,
1248
+ "eval_runtime": 26.1091,
1249
+ "eval_sacrebleu": 56.094918330088994,
1250
+ "eval_samples_per_second": 38.186,
1251
+ "eval_steps_per_second": 2.413,
1252
+ "step": 23000
1253
+ },
1254
+ {
1255
+ "epoch": 2.8849733217520783,
1256
+ "eval_bleu": 0.5573707144576895,
1257
+ "eval_loss": 0.43720975518226624,
1258
+ "eval_runtime": 26.499,
1259
+ "eval_sacrebleu": 55.73707144576894,
1260
+ "eval_samples_per_second": 37.624,
1261
+ "eval_steps_per_second": 2.377,
1262
+ "step": 23250
1263
+ },
1264
+ {
1265
+ "epoch": 2.9159945402655416,
1266
+ "grad_norm": 0.41659292578697205,
1267
+ "learning_rate": 5.674814906729537e-06,
1268
+ "loss": 1.5364,
1269
+ "step": 23500
1270
+ },
1271
+ {
1272
+ "epoch": 2.9159945402655416,
1273
+ "eval_bleu": 0.5585517115502823,
1274
+ "eval_loss": 0.4362143278121948,
1275
+ "eval_runtime": 26.3185,
1276
+ "eval_sacrebleu": 55.8551711550282,
1277
+ "eval_samples_per_second": 37.882,
1278
+ "eval_steps_per_second": 2.394,
1279
+ "step": 23500
1280
+ },
1281
+ {
1282
+ "epoch": 2.947015758779005,
1283
+ "eval_bleu": 0.5577102801275151,
1284
+ "eval_loss": 0.4365183115005493,
1285
+ "eval_runtime": 26.5096,
1286
+ "eval_sacrebleu": 55.771028012751486,
1287
+ "eval_samples_per_second": 37.609,
1288
+ "eval_steps_per_second": 2.376,
1289
+ "step": 23750
1290
+ },
1291
+ {
1292
+ "epoch": 2.978036977292468,
1293
+ "grad_norm": 0.4930294156074524,
1294
+ "learning_rate": 1.538652438267775e-06,
1295
+ "loss": 1.5433,
1296
+ "step": 24000
1297
+ },
1298
+ {
1299
+ "epoch": 2.978036977292468,
1300
+ "eval_bleu": 0.5590335350592309,
1301
+ "eval_loss": 0.4361187815666199,
1302
+ "eval_runtime": 26.3743,
1303
+ "eval_sacrebleu": 55.90335350592309,
1304
+ "eval_samples_per_second": 37.802,
1305
+ "eval_steps_per_second": 2.389,
1306
+ "step": 24000
1307
+ }
1308
+ ],
1309
+ "logging_steps": 500,
1310
+ "max_steps": 24177,
1311
+ "num_input_tokens_seen": 0,
1312
+ "num_train_epochs": 3,
1313
+ "save_steps": 500,
1314
+ "stateful_callbacks": {
1315
+ "TrainerControl": {
1316
+ "args": {
1317
+ "should_epoch_stop": false,
1318
+ "should_evaluate": false,
1319
+ "should_log": false,
1320
+ "should_save": true,
1321
+ "should_training_stop": true
1322
+ },
1323
+ "attributes": {}
1324
+ }
1325
+ },
1326
+ "total_flos": 3.924788941887898e+16,
1327
+ "train_batch_size": 16,
1328
+ "trial_name": null,
1329
+ "trial_params": null
1330
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:17f2b60f0f6363239da7ebd958d9e1c7f98d5c1d3821e86ebb12af9b2f0408b8
3
+ size 5905