FuseQwQen-7B/README.md

library_name, tags, base_model, model-index

library_name	tags	base_model	model-index
transformers	mergekit merge	FuseAI/FuseChat-Qwen-2.5-7B-Instruct fblgit/cybertron-v4-qw7B-UNAMGS bunnycore/Qwen-2.1-7b-Persona-lora_model prithivMLmods/QwQ-LCoT-7B-Instruct fblgit/cybertron-v4-qw7B-UNAMGS	name results FuseQwQen-7B 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 72.75 strict accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/FuseQwQen-7B 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 35.91 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/FuseQwQen-7B 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 12.01 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/FuseQwQen-7B 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 5.93 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/FuseQwQen-7B 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 11.98 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/FuseQwQen-7B 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 37.85 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/FuseQwQen-7B Open LLM Leaderboard

merge

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

Merge Details

Merge Method

This model was merged using the linear merge method.

Models Merged

The following models were included in the merge:

• FuseAI/FuseChat-Qwen-2.5-7B-Instruct
• fblgit/cybertron-v4-qw7B-UNAMGS + bunnycore/Qwen-2.1-7b-Persona-lora_model
• prithivMLmods/QwQ-LCoT-7B-Instruct
• fblgit/cybertron-v4-qw7B-UNAMGS

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: FuseAI/FuseChat-Qwen-2.5-7B-Instruct
    parameters:
      weight: 0.5
  - model: prithivMLmods/QwQ-LCoT-7B-Instruct
    parameters:
      weight: 1.0
  - model: fblgit/cybertron-v4-qw7B-UNAMGS
    parameters:
      weight: 0.3
  - model: fblgit/cybertron-v4-qw7B-UNAMGS+bunnycore/Qwen-2.1-7b-Persona-lora_model
    parameters:
      weight: 0.6
merge_method: linear
normalize: false
int8_mask: true
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	29.40
IFEval (0-Shot)	72.75
BBH (3-Shot)	35.91
MATH Lvl 5 (4-Shot)	12.01
GPQA (0-shot)	5.93
MuSR (0-shot)	11.98
MMLU-PRO (5-shot)	37.85

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	34.68
IFEval (0-Shot)	72.75
BBH (3-Shot)	35.91
MATH Lvl 5 (4-Shot)	43.66
GPQA (0-shot)	5.93
MuSR (0-shot)	11.98
MMLU-PRO (5-shot)	37.85