Sina-Odin-7b-Merge/README.md

license, tags, pipeline_tag, model-index

license	tags	pipeline_tag	model-index
cc-by-4.0	mistral merge	text-generation	name results Sina-Odin-7b-Merge 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 52.82 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/Sina-Odin-7b-Merge 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 68.86 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/Sina-Odin-7b-Merge 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 45.54 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/Sina-Odin-7b-Merge 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 39.2 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/Sina-Odin-7b-Merge 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 72.22 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/Sina-Odin-7b-Merge 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 8.26 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/Sina-Odin-7b-Merge Open LLM Leaderboard

Model Card for Sina-Odin-7b-Merge

Part of a series of experimental DARE merges.

.yaml file for mergekit

models:
  - model: Mihaiii/Metis-0.3
    # no parameters necessary for base model
  - model: rishiraj/smol-7b #75
    parameters:
      weight: 0.2
      density: 0.41
  - model: SanjiWatsuki/openchat-3.5-1210-starling-slerp #125
    parameters:
      weight: 0.33
      density: 0.54
  - model: Azazelle/Dumb-Maidlet #200
    parameters:
      weight: 0.53
      density: 0.71
merge_method: dare_ties
base_model: Mihaiii/Metis-0.3
parameters:
  int8_mask: true
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	47.82
AI2 Reasoning Challenge (25-Shot)	52.82
HellaSwag (10-Shot)	68.86
MMLU (5-Shot)	45.54
TruthfulQA (0-shot)	39.20
Winogrande (5-shot)	72.22
GSM8k (5-shot)	8.26