初始化项目，由ModelHub XC社区提供模型
Model: ICTNLP/Auto-RAG-Llama-3-8B-Instruct Source: Original Platform
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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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library_name: transformers
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---
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# Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language models
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> [Tian Yu](https://tianyu0313.github.io/), [Shaolei Zhang](https://zhangshaolei1998.github.io/), and [Yang Feng](https://people.ucas.edu.cn/~yangfeng?language=en)*
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## Model Details
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<!-- Provide a longer summary of what this model is. -->
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- **Discription:** This is Auto-RAG model trained with synthesized iterative retrieval instruction data. Details can be found in our paper.
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- **Developed by:** ICTNLP Group. Authors: Tian Yu, Shaolei Zhang and Yang Feng.
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- **Github Repository:** https://github.com/ictnlp/Auto-RAG
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- **Paper Link:** https://arxiv.org/abs/2411.19443
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- **Finetuned from model:** Meta-Llama3-8B-Instruct
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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You can directly deploy the model using vllm, such as:
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```
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CUDA_VISIBLE_DEVICES=6,7 python -m vllm.entrypoints.openai.api_server \
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--model PATH_TO_MODEL\
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--gpu-memory-utilization 0.9 \
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-tp 2 \
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--max-model-len 8192\
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--port 8000\
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--host 0.0.0.0
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```
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## Citation
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```
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@article{yu2024autorag,
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title={Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models},
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author={Tian Yu and Shaolei Zhang and Yang Feng},
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year={2024},
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eprint={2411.19443},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2411.19443},
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}
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```
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config.json
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"_name_or_path": "/data/yutian/.cache/modelscope/hub/LLM-Research/Meta-Llama-3-8B-Instruct",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"mlp_bias": false,
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"model_type": "llama",
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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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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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}
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"model.layers.9.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
|
||||
"model.layers.9.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
|
||||
"model.layers.9.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
|
||||
"model.layers.9.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
|
||||
"model.norm.weight": "model-00007-of-00007.safetensors"
|
||||
}
|
||||
}
|
||||
16
special_tokens_map.json
Normal file
16
special_tokens_map.json
Normal file
@@ -0,0 +1,16 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|begin_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|end_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:e134af98b985517b4f068e3755ae90d4e9cd2d45d328325dc503f1c6b2d06cc7
|
||||
size 9085698
|
||||
2062
tokenizer_config.json
Normal file
2062
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user