commit b62763003d9bba58bf672952f4fd787ae2df0749 Author: ModelHub XC Date: Thu May 14 07:35:05 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: hiyouga/Baichuan2-7B-Chat-LLaMAfied Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text 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b/README.md @@ -0,0 +1,58 @@ +--- +license: other +language: +- en +- zh +library_name: transformers +pipeline_tag: text-generation +inference: false +tags: +- baichuan +- llama2 +- baichuan2 +--- + +This is the LLaMAfied version of [Baichuan2-7B-Chat](https://huggingface.co/baichuan-inc/Baichuan2-7B-Chat) model by Baichuan Inc. + +This model is converted with https://github.com/hiyouga/LLaMA-Factory/blob/main/tests/llamafy_baichuan2.py + +You may use this model for fine-tuning in downstream tasks, we recommend using our efficient fine-tuning toolkit. https://github.com/hiyouga/LLaMA-Factory + +- **Developed by:** Baichuan Inc. +- **Language(s) (NLP):** Chinese/English +- **License:** [Baichuan2 License](https://huggingface.co/baichuan-inc/Baichuan2-7B-Chat/resolve/main/Baichuan2%20%E6%A8%A1%E5%9E%8B%E7%A4%BE%E5%8C%BA%E8%AE%B8%E5%8F%AF%E5%8D%8F%E8%AE%AE.pdf) + +Usage: + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer + +tokenizer = AutoTokenizer.from_pretrained("hiyouga/Baichuan2-7B-Chat-LLaMAfied", use_fast=False) +model = AutoModelForCausalLM.from_pretrained("hiyouga/Baichuan2-7B-Chat-LLaMAfied").cuda() +streamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True) + +query = "晚上睡不着怎么办" +inputs = tokenizer([query], return_tensors="pt") +inputs = inputs.to("cuda") +generate_ids = model.generate(**inputs, max_new_tokens=256, streamer=streamer) +``` + +You could also alternatively launch a CLI demo by using the script in [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory) + +```bash +python src/cli_demo.py --template baichuan2 --model_name_or_path hiyouga/Baichuan2-7B-Chat-LLaMAfied +``` + +# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) +Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_hiyouga__Baichuan2-7B-Chat-LLaMAfied) + +| Metric | Value | +|-----------------------|---------------------------| +| Avg. | 47.92 | +| ARC (25-shot) | 52.47 | +| HellaSwag (10-shot) | 74.04 | +| MMLU (5-shot) | 53.88 | +| TruthfulQA (0-shot) | 48.04 | +| Winogrande (5-shot) | 69.14 | +| GSM8K (5-shot) | 10.92 | +| DROP (3-shot) | 26.94 | diff --git a/config.json b/config.json new file mode 100644 index 0000000..13629ec --- /dev/null +++ b/config.json @@ -0,0 +1,24 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 11008, + "max_position_embeddings": 4096, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 32, + "pretraining_tp": 1, + "rms_norm_eps": 1e-06, + "rope_scaling": null, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.31.0", + "use_cache": true, + "vocab_size": 125696 +} diff --git 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