Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +42 -0
- added_tokens.json +3 -0
- chat_template.jinja +47 -0
- config.json +297 -0
- generation_config.json +10 -0
- model-00001-of-00011.safetensors +3 -0
- model-00002-of-00011.safetensors +3 -0
- model-00003-of-00011.safetensors +3 -0
- model-00004-of-00011.safetensors +3 -0
- model-00005-of-00011.safetensors +3 -0
- model-00006-of-00011.safetensors +3 -0
- model-00007-of-00011.safetensors +3 -0
- model-00008-of-00011.safetensors +3 -0
- model-00009-of-00011.safetensors +3 -0
- model-00010-of-00011.safetensors +3 -0
- model-00011-of-00011.safetensors +3 -0
- model.safetensors.index.json +0 -0
- preprocessor_config.json +29 -0
- processor_config.json +4 -0
- special_tokens_map.json +33 -0
- tokenizer.json +3 -0
- tokenizer.model +3 -0
- tokenizer_config.json +0 -0
.gitattributes
CHANGED
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@@ -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
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README.md
ADDED
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@@ -0,0 +1,42 @@
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---
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license: other
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+
license_name: health-ai-developer-foundations
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+
license_link: https://developers.google.com/health-ai-developer-foundations/terms
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library_name: transformers
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pipeline_tag: image-text-to-text
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language: en
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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).
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To do this, please ensure you're logged in to Hugging Face and click below. Requests
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are processed immediately.
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extra_gated_button_content: Acknowledge license
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tags:
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- 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
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- 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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# 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.
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## Use with mlx
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```bash
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pip install -U mlx-vlm
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```
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```bash
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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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added_tokens.json
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{
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"<image_soft_token>": 262144
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}
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chat_template.jinja
ADDED
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{{ bos_token }}
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{%- if messages[0]['role'] == 'system' -%}
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{%- if messages[0]['content'] is string -%}
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{%- set first_user_prefix = messages[0]['content'] + '
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' -%}
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{%- else -%}
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{%- set first_user_prefix = messages[0]['content'][0]['text'] + '
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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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{%- for message in loop_messages -%}
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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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{%- endif -%}
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{%- if (message['role'] == 'assistant') -%}
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{%- set role = "model" -%}
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{%- else -%}
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{%- set role = message['role'] -%}
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{%- endif -%}
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{{ '<start_of_turn>' + role + '
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' + (first_user_prefix if loop.first else "") }}
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{%- if message['content'] is string -%}
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{{ message['content'] | trim }}
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{%- elif message['content'] is iterable -%}
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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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config.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"add_cross_attention": false,
|
| 3 |
+
"architectures": [
|
| 4 |
+
"Gemma3ForConditionalGeneration"
|
| 5 |
+
],
|
| 6 |
+
"bad_words_ids": null,
|
| 7 |
+
"begin_suppress_tokens": null,
|
| 8 |
+
"boi_token_index": 255999,
|
| 9 |
+
"bos_token_id": null,
|
| 10 |
+
"chunk_size_feed_forward": 0,
|
| 11 |
+
"cross_attention_hidden_size": null,
|
| 12 |
+
"decoder_start_token_id": null,
|
| 13 |
+
"diversity_penalty": 0.0,
|
| 14 |
+
"do_sample": false,
|
| 15 |
+
"early_stopping": false,
|
| 16 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 17 |
+
"eoi_token_index": 256000,
|
| 18 |
+
"eos_token_id": [
|
| 19 |
+
1,
|
| 20 |
+
106
|
| 21 |
+
],
|
| 22 |
+
"exponential_decay_length_penalty": null,
|
| 23 |
+
"finetuning_task": null,
|
| 24 |
+
"forced_bos_token_id": null,
|
| 25 |
+
"forced_eos_token_id": null,
|
| 26 |
+
"id2label": {
|
| 27 |
+
"0": "LABEL_0",
|
| 28 |
+
"1": "LABEL_1"
|
| 29 |
+
},
|
| 30 |
+
"image_token_index": 262144,
|
| 31 |
+
"initializer_range": 0.02,
|
| 32 |
+
"is_decoder": false,
|
| 33 |
+
"is_encoder_decoder": false,
|
| 34 |
+
"label2id": {
|
| 35 |
+
"LABEL_0": 0,
|
| 36 |
+
"LABEL_1": 1
|
| 37 |
+
},
|
| 38 |
+
"length_penalty": 1.0,
|
| 39 |
+
"max_length": 20,
|
| 40 |
+
"min_length": 0,
|
| 41 |
+
"mm_tokens_per_image": 256,
|
| 42 |
+
"model_type": "gemma3",
|
| 43 |
+
"no_repeat_ngram_size": 0,
|
| 44 |
+
"num_beam_groups": 1,
|
| 45 |
+
"num_beams": 1,
|
| 46 |
+
"num_return_sequences": 1,
|
| 47 |
+
"output_attentions": false,
|
| 48 |
+
"output_hidden_states": false,
|
| 49 |
+
"output_scores": false,
|
| 50 |
+
"pad_token_id": null,
|
| 51 |
+
"prefix": null,
|
| 52 |
+
"problem_type": null,
|
| 53 |
+
"pruned_heads": {},
|
| 54 |
+
"remove_invalid_values": false,
|
| 55 |
+
"repetition_penalty": 1.0,
|
| 56 |
+
"return_dict": true,
|
| 57 |
+
"return_dict_in_generate": false,
|
| 58 |
+
"sep_token_id": null,
|
| 59 |
+
"suppress_tokens": null,
|
| 60 |
+
"task_specific_params": null,
|
| 61 |
+
"temperature": 1.0,
|
| 62 |
+
"text_config": {
|
| 63 |
+
"return_dict": true,
|
| 64 |
+
"output_hidden_states": false,
|
| 65 |
+
"torchscript": false,
|
| 66 |
+
"torch_dtype": "bfloat16",
|
| 67 |
+
"use_bfloat16": false,
|
| 68 |
+
"tf_legacy_loss": false,
|
| 69 |
+
"pruned_heads": {},
|
| 70 |
+
"tie_word_embeddings": true,
|
| 71 |
+
"chunk_size_feed_forward": 0,
|
| 72 |
+
"is_encoder_decoder": false,
|
| 73 |
+
"is_decoder": false,
|
| 74 |
+
"cross_attention_hidden_size": null,
|
| 75 |
+
"add_cross_attention": false,
|
| 76 |
+
"tie_encoder_decoder": false,
|
| 77 |
+
"max_length": 20,
|
| 78 |
+
"min_length": 0,
|
| 79 |
+
"do_sample": false,
|
| 80 |
+
"early_stopping": false,
|
| 81 |
+
"num_beams": 1,
|
| 82 |
+
"num_beam_groups": 1,
|
| 83 |
+
"diversity_penalty": 0.0,
|
| 84 |
+
"temperature": 1.0,
|
| 85 |
+
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| 5 |
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"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
+
"eoi_token": "<end_of_image>",
|
| 11 |
+
"eos_token": {
|
| 12 |
+
"content": "<eos>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false
|
| 17 |
+
},
|
| 18 |
+
"image_token": "<image_soft_token>",
|
| 19 |
+
"pad_token": {
|
| 20 |
+
"content": "<pad>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false
|
| 25 |
+
},
|
| 26 |
+
"unk_token": {
|
| 27 |
+
"content": "<unk>",
|
| 28 |
+
"lstrip": false,
|
| 29 |
+
"normalized": false,
|
| 30 |
+
"rstrip": false,
|
| 31 |
+
"single_word": false
|
| 32 |
+
}
|
| 33 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4667f2089529e8e7657cfb6d1c19910ae71ff5f28aa7ab2ff2763330affad795
|
| 3 |
+
size 33384568
|
tokenizer.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1299c11d7cf632ef3b4e11937501358ada021bbdf7c47638d13c0ee982f2e79c
|
| 3 |
+
size 4689074
|
tokenizer_config.json
ADDED
|
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|
|
|