Quantization made by Richard Erkhov. [Github](https://github.com/RichardErkhov) [Discord](https://discord.gg/pvy7H8DZMG) [Request more models](https://github.com/RichardErkhov/quant_request) Chunky-Lemon-Cookie-11B - GGUF - Model creator: https://huggingface.co/FallenMerick/ - Original model: https://huggingface.co/FallenMerick/Chunky-Lemon-Cookie-11B/ | Name | Quant method | Size | | ---- | ---- | ---- | | [Chunky-Lemon-Cookie-11B.Q2_K.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q2_K.gguf) | Q2_K | 3.73GB | | [Chunky-Lemon-Cookie-11B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.IQ3_XS.gguf) | IQ3_XS | 4.14GB | | [Chunky-Lemon-Cookie-11B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.IQ3_S.gguf) | IQ3_S | 4.37GB | | [Chunky-Lemon-Cookie-11B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q3_K_S.gguf) | Q3_K_S | 4.34GB | | [Chunky-Lemon-Cookie-11B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.IQ3_M.gguf) | IQ3_M | 4.51GB | | [Chunky-Lemon-Cookie-11B.Q3_K.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q3_K.gguf) | Q3_K | 4.84GB | | [Chunky-Lemon-Cookie-11B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q3_K_M.gguf) | Q3_K_M | 4.84GB | | [Chunky-Lemon-Cookie-11B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q3_K_L.gguf) | Q3_K_L | 5.26GB | | [Chunky-Lemon-Cookie-11B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.IQ4_XS.gguf) | IQ4_XS | 5.43GB | | [Chunky-Lemon-Cookie-11B.Q4_0.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q4_0.gguf) | Q4_0 | 5.66GB | | [Chunky-Lemon-Cookie-11B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.IQ4_NL.gguf) | IQ4_NL | 5.72GB | | [Chunky-Lemon-Cookie-11B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q4_K_S.gguf) | Q4_K_S | 5.7GB | | [Chunky-Lemon-Cookie-11B.Q4_K.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q4_K.gguf) | Q4_K | 6.02GB | | [Chunky-Lemon-Cookie-11B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q4_K_M.gguf) | Q4_K_M | 6.02GB | | [Chunky-Lemon-Cookie-11B.Q4_1.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q4_1.gguf) | Q4_1 | 6.27GB | | [Chunky-Lemon-Cookie-11B.Q5_0.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q5_0.gguf) | Q5_0 | 6.89GB | | [Chunky-Lemon-Cookie-11B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q5_K_S.gguf) | Q5_K_S | 6.89GB | | [Chunky-Lemon-Cookie-11B.Q5_K.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q5_K.gguf) | Q5_K | 7.08GB | | [Chunky-Lemon-Cookie-11B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q5_K_M.gguf) | Q5_K_M | 7.08GB | | [Chunky-Lemon-Cookie-11B.Q5_1.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q5_1.gguf) | Q5_1 | 7.51GB | | [Chunky-Lemon-Cookie-11B.Q6_K.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q6_K.gguf) | Q6_K | 8.2GB | | [Chunky-Lemon-Cookie-11B.Q8_0.gguf](https://huggingface.co/RichardErkhov/FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf/blob/main/Chunky-Lemon-Cookie-11B.Q8_0.gguf) | Q8_0 | 10.62GB | Original model description: --- 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 --- ![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|