FallenMerick_-_Chunky-Lemon-Cookie-11B-gguf

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Chunky-Lemon-Cookie-11B - GGUF

• Model creator: https://huggingface.co/FallenMerick/
• Original model: https://huggingface.co/FallenMerick/Chunky-Lemon-Cookie-11B/

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

---

Chunky-Lemon-Cookie-11B

This is a merge of pre-trained language models created using 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

Models Merged

The following models were included in the merge:

• SanjiWatsuki/Kunoichi-7B
• SanjiWatsuki/Silicon-Maid-7B
• KatyTheCutie/LemonadeRP-4.5.3
• Sao10K/Fimbulvetr-11B-v2
• mistralai/Mistral-7B-v0.1

Configuration

The following YAML configurations were used to produce this model:

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

Detailed results can be found here