GML-Mistral-merged-v1/README.md

license, tags, model-index

license	tags	model-index
apache-2.0	merge mergekit	name results GML-Mistral-merged-v1 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 43.77 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/GML-Mistral-merged-v1 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 57.89 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/GML-Mistral-merged-v1 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 64.13 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/GML-Mistral-merged-v1 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 51.58 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/GML-Mistral-merged-v1 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 73.88 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/GML-Mistral-merged-v1 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 0.0 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/GML-Mistral-merged-v1 Open LLM Leaderboard

GML-Mistral-merged-v1

Quick attempt to reproduce zyh3826/GML-Mistral-merged-v1.

This model is a merge of the following models made with mergekit:

• quantumaikr/quantum-v0.01
• mncai/mistral-7b-dpo-v5

🧩 Configuration

slices:
  - sources:
    - model: quantumaikr/quantum-v0.01
      layer_range: [0, 32]
  - sources:
    - model: mncai/mistral-7b-dpo-v5
      layer_range: [24, 32]
merge_method: passthrough
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	48.54
AI2 Reasoning Challenge (25-Shot)	43.77
HellaSwag (10-Shot)	57.89
MMLU (5-Shot)	64.13
TruthfulQA (0-shot)	51.58
Winogrande (5-shot)	73.88
GSM8k (5-shot)	0.00