commit 867cf8db0d0dff5320ae1b2808f2400e4a357492 Author: ModelHub XC Date: Wed Jun 24 12:46:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: agentlans/Llama3.1-Daredevilish-Instruct Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.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 +*.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 +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl 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 +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* 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 +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip 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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..440a343 --- /dev/null +++ b/README.md @@ -0,0 +1,171 @@ +--- +license: llama3.1 +base_model: +- DreadPoor/LemonP-8B-Model_Stock +- Youlln/1PARAMMYL-8B-ModelStock +- jaspionjader/f-2-8b +- Etherll/SuperHermes +- meta-llama/Llama-3.1-8B-Instruct +tags: +- merge +- mergekit +model-index: +- name: Llama3.1-Daredevilish-Instruct + results: + - task: + type: text-generation + name: Text Generation + dataset: + name: IFEval (0-Shot) + type: wis-k/instruction-following-eval + split: train + args: + num_few_shot: 0 + metrics: + - type: inst_level_strict_acc and prompt_level_strict_acc + value: 79.41 + name: averaged accuracy + source: + url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=agentlans%2FLlama3.1-Daredevilish-Instruct + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: BBH (3-Shot) + type: SaylorTwift/bbh + split: test + args: + num_few_shot: 3 + metrics: + - type: acc_norm + value: 32.22 + name: normalized accuracy + source: + url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=agentlans%2FLlama3.1-Daredevilish-Instruct + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MATH Lvl 5 (4-Shot) + type: lighteval/MATH-Hard + split: test + args: + num_few_shot: 4 + metrics: + - type: exact_match + value: 16.77 + name: exact match + source: + url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=agentlans%2FLlama3.1-Daredevilish-Instruct + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: GPQA (0-shot) + type: Idavidrein/gpqa + split: train + args: + num_few_shot: 0 + metrics: + - type: acc_norm + value: 7.61 + name: acc_norm + source: + url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=agentlans%2FLlama3.1-Daredevilish-Instruct + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MuSR (0-shot) + type: TAUR-Lab/MuSR + args: + num_few_shot: 0 + metrics: + - type: acc_norm + value: 7.92 + name: acc_norm + source: + url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=agentlans%2FLlama3.1-Daredevilish-Instruct + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MMLU-PRO (5-shot) + type: TIGER-Lab/MMLU-Pro + config: main + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 31.97 + name: accuracy + source: + url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=agentlans%2FLlama3.1-Daredevilish-Instruct + name: Open LLM Leaderboard +--- +# Llama 3.1 Daredevilish Instruct + +- This model is an experimental Llama 3.1-based merge, inspired by the approach used in [mlabonne/Daredevil-8B](https://huggingface.co/mlabonne/Daredevil-8B). +- It combines top-performing Llama 3.1 8B models on the MMLU-Pro benchmark from the [Open LLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/) as of January 21, 2025. +- Its straightforward language makes it accessible and potentially valuable for everyday use. + +## Model Details + +- **Architecture:** Llama 3.1 (8.03B parameters) +- **Training:** Merged from top MMLU-Pro models without additional finetuning +- **Release Date:** January 21, 2025 + +## Merge Configuration + +The model was created using [mergekit](https://github.com/arcee-ai/mergekit) with the following merge configuration: + +```yaml +models: + - model: DreadPoor/LemonP-8B-Model_Stock + parameters: + density: 0.6 + weight: 0.16 + - model: Youlln/1PARAMMYL-8B-ModelStock + parameters: + density: 0.6 + weight: 0.13 + - model: jaspionjader/f-2-8b + parameters: + density: 0.6 + weight: 0.10 + - model: Etherll/SuperHermes + parameters: + density: 0.6 + weight: 0.08 +merge_method: dare_ties +base_model: meta-llama/Llama-3.1-8B-Instruct +dtype: bfloat16 +``` + +## Usage and Limitations + +This experimental model is designed for research and development purposes. Users should be aware of potential biases and limitations inherent in language models. Always validate outputs and use the model responsibly. + +## Future Work + +Further evaluation and fine-tuning may be necessary to optimize performance across various tasks. Researchers are encouraged to build upon this experimental merge to advance the capabilities of Llama-based models. +# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) +Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/agentlans__Llama3.1-Daredevilish-Instruct-details)! +Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=agentlans%2FLlama3.1-Daredevilish-Instruct&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)! + +| Metric |Value (%)| +|-------------------|--------:| +|**Average** | 29.32| +|IFEval (0-Shot) | 79.41| +|BBH (3-Shot) | 32.22| +|MATH Lvl 5 (4-Shot)| 16.77| +|GPQA (0-shot) | 7.61| +|MuSR (0-shot) | 7.92| +|MMLU-PRO (5-shot) | 31.97| + diff --git a/config.json b/config.json new file mode 100644 index 0000000..475d9e2 --- /dev/null +++ b/config.json @@ -0,0 +1,40 @@ +{ + "_name_or_path": "/drive2/Meta-Llama-3.1-8B-Instruct", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.47.1", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/mergekit_config.yml b/mergekit_config.yml new file mode 100644 index 0000000..ff27ee8 --- /dev/null +++ b/mergekit_config.yml @@ -0,0 +1,22 @@ +models: +# - model: /drive2/Meta-Llama-3.1-8B + # No parameters necessary for base model + - model: /drive2/LemonP-8B-Model_Stock + parameters: + density: 0.6 + weight: 0.16 + - model: /drive2/1PARAMMYL-8B-ModelStock + parameters: + density: 0.6 + weight: 0.13 + - model: /drive2/f-2-8b + parameters: + density: 0.6 + weight: 0.10 + - model: /drive2/SuperHermes + parameters: + density: 0.6 + weight: 0.08 +merge_method: dare_ties +base_model: /drive2/Meta-Llama-3.1-8B-Instruct +dtype: bfloat16 diff --git a/model-00001-of-00291.safetensors b/model-00001-of-00291.safetensors new file mode 100644 index 0000000..a219331 --- /dev/null +++ b/model-00001-of-00291.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48bcd693c6e6ba2fa8d26200f2b80f1a0f65a863479c1502ee5e9403dd9553fb +size 1050673280 diff --git a/model-00002-of-00291.safetensors b/model-00002-of-00291.safetensors new file mode 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