--- license: cc-by-4.0 language: - en base_model: - mistralai/Mistral-7B-v0.1 - SanjiWatsuki/Kunoichi-7B - SanjiWatsuki/Silicon-Maid-7B - KatyTheCutie/LemonadeRP-4.5.3 - Sao10K/Fimbulvetr-11B-v2 library_name: transformers tags: - mergekit - merge - mistral - text-generation - roleplay model-index: - name: Smart-Lemon-Cookie-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: 69.62 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B 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: 86.55 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B 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: 65.35 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B 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: 61.59 source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B 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: 79.79 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B 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: 58.45 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=FallenMerick/Chunky-Lemon-Cookie-11B name: Open LLM Leaderboard --- **Exllamav2** quant (**exl2** / **4.0 bpw**) made with ExLlamaV2 v0.1.3 Other EXL2 quants: | **Quant** | **Model Size** | **lm_head** | | ----- | ---------- | ------- | |
**[2.2](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-2_2bpw_exl2)**
|
3126 MB
|
6
| |
**[2.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-2_5bpw_exl2)**
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3469 MB
|
6
| |
**[3.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_0bpw_exl2)**
|
4092 MB
|
6
| |
**[3.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_5bpw_exl2)**
|
4717 MB
|
6
| |
**[3.75](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-3_75bpw_exl2)**
|
5029 MB
|
6
| |
**[4.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-4_0bpw_exl2)**
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5341 MB
|
6
| |
**[4.25](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-4_25bpw_exl2)**
|
5653 MB
|
6
| |
**[5.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-5_0bpw_exl2)**
|
6589 MB
|
6
| |
**[6.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-6_0bpw_exl2)**
|
7862 MB
|
8
| |
**[6.5](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-6_5bpw_exl2)**
|
8467 MB
|
8
| |
**[8.0](https://huggingface.co/Zoyd/FallenMerick_Chunky-Lemon-Cookie-11B-8_0bpw_exl2)**
|
9713 MB
|
8
| ![cute](https://huggingface.co/FallenMerick/Chunky-Lemon-Cookie-11B/resolve/main/Chunky-Lemon-Cookie.png) # Chunky-Lemon-Cookie-11B This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). GGUF quants: * https://huggingface.co/backyardai/Chunky-Lemon-Cookie-11B-GGUF * https://huggingface.co/mradermacher/Chunky-Lemon-Cookie-11B-GGUF ## Merge Details ### Merge Method This model was merged using the following methods: * passthrough * [task arithmetic](https://arxiv.org/abs/2212.04089) ### Models Merged The following models were included in the merge: * [SanjiWatsuki/Kunoichi-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-7B) * [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B) * [KatyTheCutie/LemonadeRP-4.5.3](https://huggingface.co/KatyTheCutie/LemonadeRP-4.5.3) * [Sao10K/Fimbulvetr-11B-v2](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2) * [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) ### Configuration The following YAML configurations were used to produce this model: ```yaml slices: - sources: - model: mistralai/Mistral-7B-v0.1 layer_range: [0, 24] - sources: - model: mistralai/Mistral-7B-v0.1 layer_range: [8, 32] merge_method: passthrough dtype: float16 name: Mistral-11B --- slices: - sources: - model: SanjiWatsuki/Kunoichi-7B layer_range: [0, 24] - sources: - model: SanjiWatsuki/Silicon-Maid-7B layer_range: [8, 24] - sources: - model: KatyTheCutie/LemonadeRP-4.5.3 layer_range: [24, 32] merge_method: passthrough dtype: float16 name: Big-Lemon-Cookie-11B --- models: - model: Big-Lemon-Cookie-11B parameters: weight: 0.85 - model: Sao10K/Fimbulvetr-11B-v2 parameters: weight: 0.15 merge_method: task_arithmetic base_model: Mistral-11B dtype: float16 name: Chunky-Lemon-Cookie-11B ``` # [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_FallenMerick__Chunky-Lemon-Cookie-11B) | Metric |Value| |---------------------------------|----:| |Avg. |70.23| |AI2 Reasoning Challenge (25-Shot)|69.62| |HellaSwag (10-Shot) |86.55| |MMLU (5-Shot) |65.35| |TruthfulQA (0-shot) |61.59| |Winogrande (5-shot) |79.79| |GSM8k (5-shot) |58.45|