Chewy-Lemon-Cookie-11B/README.md

language, license, library_name, tags, base_model, model-index

language	license	library_name	tags	base_model	model-index
en	cc-by-4.0	transformers	mergekit merge mistral text-generation roleplay	SanjiWatsuki/Kunoichi-7B SanjiWatsuki/Silicon-Maid-7B KatyTheCutie/LemonadeRP-4.5.3 Sao10K/Fimbulvetr-11B-v2	name results Chewy-Lemon-Cookie-11B task dataset metrics source type name text-generation Text Generation name type args IFEval (0-Shot) HuggingFaceH4/ifeval num_few_shot 0 type value name inst_level_strict_acc and prompt_level_strict_acc 48.75 strict accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=FallenMerick/Chewy-Lemon-Cookie-11B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args BBH (3-Shot) BBH num_few_shot 3 type value name acc_norm 33.01 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=FallenMerick/Chewy-Lemon-Cookie-11B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MATH Lvl 5 (4-Shot) hendrycks/competition_math num_few_shot 4 type value name exact_match 4.61 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=FallenMerick/Chewy-Lemon-Cookie-11B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args GPQA (0-shot) Idavidrein/gpqa num_few_shot 0 type value name acc_norm 3.91 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=FallenMerick/Chewy-Lemon-Cookie-11B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MuSR (0-shot) TAUR-Lab/MuSR num_few_shot 0 type value name acc_norm 15.95 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=FallenMerick/Chewy-Lemon-Cookie-11B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU-PRO (5-shot) TIGER-Lab/MMLU-Pro main test num_few_shot 5 type value name acc 25.19 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=FallenMerick/Chewy-Lemon-Cookie-11B Open LLM Leaderboard

Chewy-Lemon-Cookie-11B

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

GGUF quants:

• https://huggingface.co/backyardai/Chewy-Lemon-Cookie-11B-GGUF
• https://huggingface.co/mradermacher/Chewy-Lemon-Cookie-11B-GGUF
• https://huggingface.co/mradermacher/Chewy-Lemon-Cookie-11B-i1-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

Configuration

The following YAML configurations were used to produce this model:

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: bfloat16
name: Big-Lemon-Cookie-11B-BF16

---

models:
  - model: Big-Lemon-Cookie-11B-BF16
    parameters:
      weight: 0.85
  - model: Sao10K/Fimbulvetr-11B-v2
    parameters:
      weight: 0.15
merge_method: task_arithmetic
base_model: Big-Lemon-Cookie-11B-BF16
dtype: bfloat16
name: Chewy-Lemon-Cookie-11B

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	21.91
IFEval (0-Shot)	48.75
BBH (3-Shot)	33.01
MATH Lvl 5 (4-Shot)	4.61
GPQA (0-shot)	3.91
MuSR (0-shot)	15.95
MMLU-PRO (5-shot)	25.19