初始化项目，由ModelHub XC社区提供模型
Model: wnkh/llava-med-v1.5-mistral-7b-hf Source: Original Platform
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ModelHub XC
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vendored
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README.md
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README.md
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---
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license: apache-2.0
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base_model:
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- microsoft/llava-med-v1.5-mistral-7b
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- Eren-Senoglu/llava-med-v1.5-mistral-7b-hf
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tags:
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- medical
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- vision
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- llava-mistral
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- text-generation
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pipeline_tag: image-text-to-text
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---
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# 🧠 llava-med-v1.5-mistral-7b-hf
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**HF-compatible conversion of [`microsoft/llava-med-v1.5-mistral-7b`](https://huggingface.co/microsoft/llava-med-v1.5-mistral-7b)**
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✅ Now directly usable with [vLLM](https://github.com/vllm-project/vllm)
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---
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## 🔄 About This Model
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This repository hosts a **Hugging Face Transformers-compatible** version of the [`microsoft/llava-med-v1.5-mistral-7b`](https://huggingface.co/microsoft/llava-med-v1.5-mistral-7b) model.
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- **Original model**: Not directly usable with `vLLM` for faster inference.
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- **Eren-Senoglu/llava-med-v1.5-mistral-7b-hf model**: Good, but has bug currently
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- **This version**: Fully converted to the Hugging Face format and allows direct use of `vLLM`.
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Thanks to this [PR](https://huggingface.co/Eren-Senoglu/llava-med-v1.5-mistral-7b-hf/discussions/1) under [Eren-Senoglu/llava-med-v1.5-mistral-7b-hf](https://huggingface.co/Eren-Senoglu/llava-med-v1.5-mistral-7b-hf) repo, I create this repo to have the fixed version.
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All the contribution should go to [Eren-Senoglu](https://huggingface.co/Eren-Senoglu) and [xk-huang](https://huggingface.co/xk-huang)
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## Usage
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```
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vllm serve wnkh/llava-med-v1.5-mistral-7b-hf
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```
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or
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```
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vllm serve wnkh/llava-med-v1.5-mistral-7b-hf --revision aeedceb
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```
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added_tokens.json
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added_tokens.json
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{
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"<image>": 32000,
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"<pad>": 32001
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}
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chat_template.jinja
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{%- if messages[0]['role'] == 'system' %}
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{%- set system_message = messages[0]['content'] %}
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{%- set loop_messages = messages[1:] %}
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{%- else %}
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{%- set loop_messages = messages %}
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{%- endif %}
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{{- bos_token }}
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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('After the optional system message, conversation roles must alternate user/assistant/user/assistant/...') }}
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{%- endif %}
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{%- if message['role'] == 'user' %}
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{%- if loop.first and system_message is defined %}
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{{- ' [INST] ' + system_message + '\n\n' + message['content'] + ' [/INST]' }}
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{%- else %}
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{{- ' [INST] ' + message['content'] + ' [/INST]' }}
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{%- endif %}
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{%- elif message['role'] == 'assistant' %}
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{{- ' ' + message['content'] + eos_token}}
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{%- else %}
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{{- raise_exception('Only user and assistant roles are supported, with the exception of an initial optional system message!') }}
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{%- endif %}
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{%- endfor %}
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config.json
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config.json
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{
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"architectures": [
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"LlavaForConditionalGeneration"
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],
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"image_seq_length": 576,
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"image_token_index": 32000,
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"model_type": "llava",
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"multimodal_projector_bias": true,
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"pad_token_id": 32001,
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"projector_hidden_act": "gelu",
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"text_config": {
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"_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"sliding_window": null,
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"torch_dtype": "bfloat16",
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"use_cache": true,
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"vocab_size": 32064
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},
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"torch_dtype": "bfloat16",
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"transformers_version": "4.53.0",
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"vision_config": {
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"attention_dropout": 0.0,
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"hidden_act": "quick_gelu",
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"hidden_size": 1024,
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"image_size": 336,
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"initializer_factor": 1.0,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"model_type": "clip_vision_model",
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"num_attention_heads": 16,
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"num_channels": 3,
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"num_hidden_layers": 24,
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"patch_size": 14,
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"projection_dim": 768,
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"vocab_size": 32000
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"vision_feature_layer": -2,
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"vision_feature_select_strategy": "default"
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}
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|
||||
}
|
||||
}
|
||||
28
preprocessor_config.json
Normal file
28
preprocessor_config.json
Normal file
@@ -0,0 +1,28 @@
|
||||
{
|
||||
"crop_size": {
|
||||
"height": 336,
|
||||
"width": 336
|
||||
},
|
||||
"do_center_crop": true,
|
||||
"do_convert_rgb": true,
|
||||
"do_normalize": true,
|
||||
"do_rescale": true,
|
||||
"do_resize": true,
|
||||
"image_mean": [
|
||||
0.48145466,
|
||||
0.4578275,
|
||||
0.40821073
|
||||
],
|
||||
"image_processor_type": "CLIPImageProcessor",
|
||||
"image_std": [
|
||||
0.26862954,
|
||||
0.26130258,
|
||||
0.27577711
|
||||
],
|
||||
"processor_class": "LlavaProcessor",
|
||||
"resample": 3,
|
||||
"rescale_factor": 0.00392156862745098,
|
||||
"size": {
|
||||
"shortest_edge": 336
|
||||
}
|
||||
}
|
||||
7
processor_config.json
Normal file
7
processor_config.json
Normal file
@@ -0,0 +1,7 @@
|
||||
{
|
||||
"image_token": "<image>",
|
||||
"num_additional_image_tokens": 0,
|
||||
"patch_size": null,
|
||||
"processor_class": "LlavaProcessor",
|
||||
"vision_feature_select_strategy": null
|
||||
}
|
||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<pad>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
268071
tokenizer.json
Normal file
268071
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
61
tokenizer_config.json
Normal file
61
tokenizer_config.json
Normal file
@@ -0,0 +1,61 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"add_prefix_space": null,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"32000": {
|
||||
"content": "<image>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"32001": {
|
||||
"content": "<pad>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"extra_special_tokens": {},
|
||||
"legacy": false,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "<pad>",
|
||||
"processor_class": "LlavaProcessor",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": false
|
||||
}
|
||||
Reference in New Issue
Block a user