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--- |
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license: cc-by-nc-4.0 |
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library_name: transformers |
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base_model: |
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- icefog72/IceLatteRP-7b |
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- icefog72/IceMochaccinoRP-7b |
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tags: |
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- mergekit |
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- merge |
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- alpaca |
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- mistral |
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- not-for-all-audiences |
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- nsfw |
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model-index: |
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- name: IceCaffeLatteRP-7b |
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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: 69.03 |
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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=icefog72/IceCaffeLatteRP-7b |
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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: 86.7 |
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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=icefog72/IceCaffeLatteRP-7b |
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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: 64.34 |
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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=icefog72/IceCaffeLatteRP-7b |
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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: 61.16 |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=icefog72/IceCaffeLatteRP-7b |
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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: 81.29 |
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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=icefog72/IceCaffeLatteRP-7b |
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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: 64.06 |
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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=icefog72/IceCaffeLatteRP-7b |
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name: Open LLM Leaderboard |
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--- |
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# IceCaffeLatteRP-7b |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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My last merge that I'm using. For feedback [ST Discord model's topic](https://discord.com/channels/1100685673633153084/1245083435941236757) |
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- [4.2bpw-exl2](https://huggingface.co/icefog72/IceCaffeLatteRP-7b-4.2bpw-exl2) |
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Thx riveRiPH for |
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- [3.17bpw-exl2](https://huggingface.co/riveRiPH/IceCaffeLatteRP-7b-3.17bpw-h8-exl2) |
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- [4.32bpw-exl2](https://huggingface.co/riveRiPH/IceCaffeLatteRP-7b-4.32bpw-h8-exl2) |
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- [5.32bpw-exl2](https://huggingface.co/riveRiPH/IceCaffeLatteRP-7b-5.32bpw-h8-exl2) |
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- [6.33bpw-exl2](https://huggingface.co/riveRiPH/IceCaffeLatteRP-7b-6.33bpw-h8-exl2) |
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- [8.04bpw-exl2](https://huggingface.co/riveRiPH/IceCaffeLatteRP-7b-8.04bpw-h8-exl2) |
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Thx mradermacher for |
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- [GGUF](https://huggingface.co/mradermacher/IceCaffeLatteRP-7b-GGUF) |
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### Merge Method |
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This model was merged using the SLERP merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* IceLatteRP-7b |
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* IceMochaccinoRP-7b |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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slices: |
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- sources: |
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- model: IceMochaccinoRP-7b |
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layer_range: [0, 32] |
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- model: IceLatteRP-7b |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: IceLatteRP-7b |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0, 0.5, 0.3, 0.7, 1] |
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- filter: mlp |
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value: [1, 0.5, 0.7, 0.3, 0] |
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- value: 0.5 # fallback for rest of tensors |
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dtype: bfloat16 |
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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_icefog72__IceCaffeLatteRP-7b) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |71.10| |
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|AI2 Reasoning Challenge (25-Shot)|69.03| |
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|HellaSwag (10-Shot) |86.70| |
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|MMLU (5-Shot) |64.34| |
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|TruthfulQA (0-shot) |61.16| |
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|Winogrande (5-shot) |81.29| |
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|GSM8k (5-shot) |64.06| |
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