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mlx-community
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medgemma-27b-it-bf16

Image-Text-to-Text
Transformers
Safetensors
MLX
English
gemma3
medical
x-ray
pathology
dermatology
fundus
radiology report generation
chest-x-ray
medical-embeddings
image-classification
zero-shot-image-classification
image-feature-extraction
conversational
text-generation-inference
Model card Files
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Files changed (24) hide show
  1. .gitattributes +1 -0
  2. README.md +42 -0
  3. added_tokens.json +3 -0
  4. chat_template.jinja +47 -0
  5. config.json +297 -0
  6. generation_config.json +10 -0
  7. model-00001-of-00011.safetensors +3 -0
  8. model-00002-of-00011.safetensors +3 -0
  9. model-00003-of-00011.safetensors +3 -0
  10. model-00004-of-00011.safetensors +3 -0
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  13. model-00007-of-00011.safetensors +3 -0
  14. model-00008-of-00011.safetensors +3 -0
  15. model-00009-of-00011.safetensors +3 -0
  16. model-00010-of-00011.safetensors +3 -0
  17. model-00011-of-00011.safetensors +3 -0
  18. model.safetensors.index.json +0 -0
  19. preprocessor_config.json +29 -0
  20. processor_config.json +4 -0
  21. special_tokens_map.json +33 -0
  22. tokenizer.json +3 -0
  23. tokenizer.model +3 -0
  24. tokenizer_config.json +0 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ license: other
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+ license_name: health-ai-developer-foundations
4
+ license_link: https://developers.google.com/health-ai-developer-foundations/terms
5
+ library_name: transformers
6
+ pipeline_tag: image-text-to-text
7
+ language: en
8
+ extra_gated_heading: Access MedGemma on Hugging Face
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+ extra_gated_prompt: To access MedGemma on Hugging Face, you're required to review
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+ and agree to [Health AI Developer Foundation's terms of use](https://developers.google.com/health-ai-developer-foundations/terms).
11
+ To do this, please ensure you're logged in to Hugging Face and click below. Requests
12
+ are processed immediately.
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+ extra_gated_button_content: Acknowledge license
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+ tags:
15
+ - medical
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+ - x-ray
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+ - pathology
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+ - dermatology
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+ - fundus
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+ - radiology report generation
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+ - chest-x-ray
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+ - medical-embeddings
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+ - image-classification
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+ - zero-shot-image-classification
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+ - image-feature-extraction
26
+ - image-text-to-text
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+ - mlx
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+ base_model: google/gemma-3-27b-pt
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+ ---
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+
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+ # mlx-community/medgemma-27b-it-bf16
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+ This model was converted to MLX format from [`google/medgemma-27b-it`]() using mlx-vlm version **0.3.0**.
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+ Refer to the [original model card](https://huggingface.co/google/medgemma-27b-it) for more details on the model.
34
+ ## Use with mlx
35
+
36
+ ```bash
37
+ pip install -U mlx-vlm
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+ ```
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+
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+ ```bash
41
+ python -m mlx_vlm.generate --model mlx-community/medgemma-27b-it-bf16 --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>
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+ ```
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+ {{ bos_token }}
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+
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+ {%- set first_user_prefix = messages[0]['content'][0]['text'] + '
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+
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+ ' -%}
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+ {%- endif -%}
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+ {%- set loop_messages = messages[1:] -%}
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+ {%- else -%}
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+ {%- set first_user_prefix = "" -%}
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+ {%- set loop_messages = messages -%}
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+ {%- endif -%}
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+ {%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
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+ {{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
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+ ' + (first_user_prefix if loop.first else "") }}
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+ {%- for item in message['content'] -%}
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+ {%- if item['type'] == 'image' -%}
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+ {{ '<start_of_image>' }}
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+ {%- elif item['type'] == 'text' -%}
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+ {{ item['text'] | trim }}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- else -%}
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+ {{ raise_exception("Invalid content type") }}
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+ {%- endif -%}
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+ {{ '<end_of_turn>
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+ ' }}
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+ {%- endfor -%}
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+ {%- if add_generation_prompt -%}
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+ {{'<start_of_turn>model
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+ '}}
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+ {%- endif -%}
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