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--- |
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license: apache-2.0 |
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tags: |
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- merge |
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- mergekit |
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model-index: |
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- name: tinyllama_frankenmerge |
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results: |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: AI2 Reasoning Challenge (25-Shot) |
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type: ai2_arc |
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config: ARC-Challenge |
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split: test |
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args: |
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num_few_shot: 25 |
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metrics: |
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- type: acc_norm |
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value: 30.2 |
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name: normalized accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: HellaSwag (10-Shot) |
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type: hellaswag |
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split: validation |
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args: |
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num_few_shot: 10 |
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metrics: |
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- type: acc_norm |
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value: 51.01 |
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name: normalized accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MMLU (5-Shot) |
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type: cais/mmlu |
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config: all |
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split: test |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 26.11 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: TruthfulQA (0-shot) |
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type: truthful_qa |
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config: multiple_choice |
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split: validation |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: mc2 |
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value: 40.18 |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: Winogrande (5-shot) |
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type: winogrande |
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config: winogrande_xl |
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split: validation |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 58.72 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: GSM8k (5-shot) |
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type: gsm8k |
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config: main |
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split: test |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 1.59 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=bn22/tinyllama_frankenmerge |
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name: Open LLM Leaderboard |
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--- |
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# tinyllama_frankenmerge |
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This model is a merge of the following models made with [mergekit](https://github.com/cg123/mergekit): |
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* [TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) |
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* [TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T) |
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## 🧩 Configuration |
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```yml |
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slices: |
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- sources: |
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- model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T |
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layer_range: [0, 16] |
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- sources: |
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- model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T |
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layer_range: [6, 22] |
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merge_method: passthrough |
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dtype: float16 |
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``` |
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) |
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_bn22__tinyllama_frankenmerge) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |34.64| |
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|AI2 Reasoning Challenge (25-Shot)|30.20| |
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|HellaSwag (10-Shot) |51.01| |
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|MMLU (5-Shot) |26.11| |
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|TruthfulQA (0-shot) |40.18| |
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|Winogrande (5-shot) |58.72| |
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|GSM8k (5-shot) | 1.59| |
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