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--- |
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license: cc-by-4.0 |
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language: |
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- en |
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base_model: |
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- mistralai/Mistral-7B-v0.1 |
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- SanjiWatsuki/Kunoichi-7B |
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- SanjiWatsuki/Silicon-Maid-7B |
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- KatyTheCutie/LemonadeRP-4.5.3 |
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- Sao10K/Fimbulvetr-11B-v2 |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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- mistral |
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- text-generation |
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- roleplay |
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model-index: |
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- name: Smart-Lemon-Cookie-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: 69.62 |
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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=FallenMerick/Chunky-Lemon-Cookie-11B |
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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: 86.55 |
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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=FallenMerick/Chunky-Lemon-Cookie-11B |
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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: 65.35 |
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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=FallenMerick/Chunky-Lemon-Cookie-11B |
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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: 61.59 |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B |
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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: 79.79 |
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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=FallenMerick/Chunky-Lemon-Cookie-11B |
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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: 58.45 |
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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=FallenMerick/Chunky-Lemon-Cookie-11B |
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name: Open LLM Leaderboard |
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--- |
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**Exllamav2** quant (**exl2** / **3.5 bpw**) made with ExLlamaV2 v0.1.3 |
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Other EXL2 quants: |
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| **Quant** | **Model Size** | **lm_head** | |
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| ----- | ---------- | ------- | |
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|<center>**[2.2](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-2_2bpw_exl2)**</center> | <center>3126 MB</center> | <center>6</center> | |
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|<center>**[2.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-2_5bpw_exl2)**</center> | <center>3469 MB</center> | <center>6</center> | |
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|<center>**[3.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_0bpw_exl2)**</center> | <center>4092 MB</center> | <center>6</center> | |
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|<center>**[3.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_5bpw_exl2)**</center> | <center>4717 MB</center> | <center>6</center> | |
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|<center>**[3.75](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_75bpw_exl2)**</center> | <center>5029 MB</center> | <center>6</center> | |
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|<center>**[4.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-4_0bpw_exl2)**</center> | <center>5341 MB</center> | <center>6</center> | |
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|<center>**[4.25](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-4_25bpw_exl2)**</center> | <center>5653 MB</center> | <center>6</center> | |
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|<center>**[5.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-5_0bpw_exl2)**</center> | <center>6589 MB</center> | <center>6</center> | |
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|<center>**[6.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-6_0bpw_exl2)**</center> | <center>7862 MB</center> | <center>8</center> | |
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|<center>**[6.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-6_5bpw_exl2)**</center> | <center>8467 MB</center> | <center>8</center> | |
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|<center>**[8.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-8_0bpw_exl2)**</center> | <center>9713 MB</center> | <center>8</center> | |
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 |
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# Chunky-Lemon-Cookie-11B |
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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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GGUF quants: |
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* https://huggingface.co/backyardai/Chunky-Lemon-Cookie-11B-GGUF |
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* https://huggingface.co/mradermacher/Chunky-Lemon-Cookie-11B-GGUF |
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## Merge Details |
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### Merge Method |
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This model was merged using the following methods: |
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* passthrough |
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* [task arithmetic](https://arxiv.org/abs/2212.04089) |
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### Models Merged |
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The following models were included in the merge: |
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* [SanjiWatsuki/Kunoichi-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-7B) |
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* [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B) |
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* [KatyTheCutie/LemonadeRP-4.5.3](https://huggingface.co/KatyTheCutie/LemonadeRP-4.5.3) |
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* [Sao10K/Fimbulvetr-11B-v2](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2) |
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* [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) |
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### Configuration |
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The following YAML configurations were 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: mistralai/Mistral-7B-v0.1 |
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layer_range: [0, 24] |
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- sources: |
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- model: mistralai/Mistral-7B-v0.1 |
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layer_range: [8, 32] |
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merge_method: passthrough |
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dtype: float16 |
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name: Mistral-11B |
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--- |
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slices: |
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- sources: |
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- model: SanjiWatsuki/Kunoichi-7B |
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layer_range: [0, 24] |
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- sources: |
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- model: SanjiWatsuki/Silicon-Maid-7B |
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layer_range: [8, 24] |
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- sources: |
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- model: KatyTheCutie/LemonadeRP-4.5.3 |
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layer_range: [24, 32] |
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merge_method: passthrough |
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dtype: float16 |
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name: Big-Lemon-Cookie-11B |
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--- |
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models: |
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- model: Big-Lemon-Cookie-11B |
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parameters: |
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weight: 0.85 |
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- model: Sao10K/Fimbulvetr-11B-v2 |
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parameters: |
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weight: 0.15 |
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merge_method: task_arithmetic |
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base_model: Mistral-11B |
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dtype: float16 |
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name: Chunky-Lemon-Cookie-11B |
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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_FallenMerick__Chunky-Lemon-Cookie-11B) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |70.23| |
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|AI2 Reasoning Challenge (25-Shot)|69.62| |
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|HellaSwag (10-Shot) |86.55| |
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|MMLU (5-Shot) |65.35| |
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|TruthfulQA (0-shot) |61.59| |
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|Winogrande (5-shot) |79.79| |
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|GSM8k (5-shot) |58.45| |
