Hex-Macaroniac-7b/README.md

license, library_name, tags, base_model, model-index

license	library_name	tags	base_model	model-index
other	transformers	mergekit merge	jeiku/SpaghettiOs_7B jeiku/Nitrals_Monster_7B	name results Hex-Macaroniac-7b task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 65.53 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Test157t/Hex-Macaroniac-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 84.68 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Test157t/Hex-Macaroniac-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 62.43 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Test157t/Hex-Macaroniac-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 55.93 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Test157t/Hex-Macaroniac-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 78.3 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Test157t/Hex-Macaroniac-7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 52.99 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Test157t/Hex-Macaroniac-7b Open LLM Leaderboard

Thanks to @konz00 for the GGUF Quants: https://huggingface.co/konz00/Hex-Macaroniac-7b-GGUF

Models Merged

The following models were included in the merge:

• jeiku/SpaghettiOs_7B
• jeiku/Nitrals_Monster_7B

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: jeiku/SpaghettiOs_7B
        layer_range: [0, 32]
      - model: jeiku/Nitrals_Monster_7B
        layer_range: [0, 32]
merge_method: slerp
base_model: jeiku/SpaghettiOs_7B
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	66.64
AI2 Reasoning Challenge (25-Shot)	65.53
HellaSwag (10-Shot)	84.68
MMLU (5-Shot)	62.43
TruthfulQA (0-shot)	55.93
Winogrande (5-shot)	78.30
GSM8k (5-shot)	52.99