commit ead3b23e1b77f818ee3ba985e4e2c17ab9adb6e0 Author: ModelHub XC Date: Sun Jun 14 07:30:12 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: Weyaxi/Seraph-7B Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..21b3632 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text + +tokenizer.json filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..2bfa10f --- /dev/null +++ b/README.md @@ -0,0 +1,201 @@ +--- +license: cc-by-nc-4.0 +model-index: +- name: Seraph-7B + results: + - task: + type: text-generation + name: Text Generation + dataset: + name: AI2 Reasoning Challenge (25-Shot) + type: ai2_arc + config: ARC-Challenge + split: test + args: + num_few_shot: 25 + metrics: + - type: acc_norm + value: 67.83 + name: normalized accuracy + source: + url: >- + https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Seraph-7B + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: HellaSwag (10-Shot) + type: hellaswag + split: validation + args: + num_few_shot: 10 + metrics: + - type: acc_norm + value: 86.22 + name: normalized accuracy + source: + url: >- + https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Seraph-7B + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MMLU (5-Shot) + type: cais/mmlu + config: all + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 65.07 + name: accuracy + source: + url: >- + https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Seraph-7B + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: TruthfulQA (0-shot) + type: truthful_qa + config: multiple_choice + split: validation + args: + num_few_shot: 0 + metrics: + - type: mc2 + value: 59.49 + source: + url: >- + https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Seraph-7B + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: Winogrande (5-shot) + type: winogrande + config: winogrande_xl + split: validation + args: + num_few_shot: 5 + metrics: + - type: acc + value: 80.66 + name: accuracy + source: + url: >- + https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Seraph-7B + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: GSM8k (5-shot) + type: gsm8k + config: main + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 71.87 + name: accuracy + source: + url: >- + https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Seraph-7B + name: Open LLM Leaderboard +tags: +- merge +--- + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/ddzjZ1irvtLcDRCWei9vQ.png) + +# Seraph-7B + +This is the model for Seraph-7B. I used [mergekit](https://github.com/cg123/mergekit) to merge models. + +# Prompt Templates + +You can use these prompt templates, but I recommend using ChatML. + +### ChatML: + +``` +<|im_start|>system +{system}<|im_end|> +<|im_start|>user +{user}<|im_end|> +<|im_start|>assistant +{asistant}<|im_end|> +``` + +### System, User, Asistant Alpaca Style: + +``` +### System: +{system} +### User: +{user} +### Assistant: +``` + +# Yaml Config + +```yaml +slices: + - sources: + - model: Weyaxi/OpenHermes-2.5-neural-chat-v3-3-Slerp + layer_range: [0, 32] + - model: Q-bert/MetaMath-Cybertron-Starling + layer_range: [0, 32] +merge_method: slerp +base_model: mistralai/Mistral-7B-v0.1 +parameters: + t: + - filter: self_attn + value: [0, 0.5, 0.3, 0.7, 1] + - filter: mlp + value: [1, 0.5, 0.7, 0.3, 0] + - value: 0.5 # fallback for rest of tensors +dtype: bfloat16 +``` + +# Quantizationed versions + +Quantizationed versions of this model is available thanks to [TheBloke](https://hf.co/TheBloke). + +##### GPTQ + +- [TheBloke/Seraph-7B-GPTQ](https://huggingface.co/TheBloke/Seraph-7B-GPTQ) + +##### GGUF + +- [TheBloke/Seraph-7B-GGUF](https://huggingface.co/TheBloke/Seraph-7B-GGUF) + +##### AWQ + +- [TheBloke/Seraph-7B-AWQ](https://huggingface.co/TheBloke/Seraph-7B-AWQ) + + +# [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_Weyaxi__Seraph-7B) + +| Metric | Value | +|-----------------------|---------------------------| +| Avg. | 71.86 | +| ARC (25-shot) | 67.83 | +| HellaSwag (10-shot) | 86.22 | +| MMLU (5-shot) | 65.07| +| TruthfulQA (0-shot) | 59.49 | +| Winogrande (5-shot) | 80.66 | +| GSM8K (5-shot) | 71.87 | + +If you would like to support me: + +[☕ Buy Me a Coffee](https://www.buymeacoffee.com/weyaxi) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..dd4da1e --- 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