Qwen2.5-Dyanka-7B-Preview/README.md

base_model, library_name, tags, model-index, license

base_model	library_name	tags	model-index	license
rombodawg/Rombos-LLM-V2.5-Qwen-7b suayptalha/Clarus-7B-v0.1 gz987/qwen2.5-7b-cabs-v0.3 prithivMLmods/WebMind-7B-v0.1 fblgit/cybertron-v4-qw7B-MGS Xiaojian9992024/Qwen2.5-THREADRIPPER-Small	transformers	mergekit merge	name results Qwen2.5-Dyanka-7B-Preview task dataset metrics source type name text-generation Text Generation name type split args IFEval (0-Shot) wis-k/instruction-following-eval train num_few_shot 0 type value name inst_level_strict_acc and prompt_level_strict_acc 76.4 averaged accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args BBH (3-Shot) SaylorTwift/bbh test num_few_shot 3 type value name acc_norm 36.62 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args MATH Lvl 5 (4-Shot) lighteval/MATH-Hard test num_few_shot 4 type value name exact_match 48.79 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args GPQA (0-shot) Idavidrein/gpqa train num_few_shot 0 type value name acc_norm 8.95 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview 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 15.51 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview 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 37.51 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=Xiaojian9992024%2FQwen2.5-Dyanka-7B-Preview Open LLM Leaderboard	apache-2.0

merge

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

Merge Details

Merge Method

This model was merged using the TIES merge method using gz987/qwen2.5-7b-cabs-v0.3 as a base.

Models Merged

The following models were included in the merge:

• rombodawg/Rombos-LLM-V2.5-Qwen-7b
• suayptalha/Clarus-7B-v0.1
• prithivMLmods/WebMind-7B-v0.1
• fblgit/cybertron-v4-qw7B-MGS
• Xiaojian9992024/Qwen2.5-THREADRIPPER-Small

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: gz987/qwen2.5-7b-cabs-v0.3
    #no parameters necessary for base model
  - model: suayptalha/Clarus-7B-v0.1
    parameters:
      density: 0.2
      weight: 0.2
  - model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
    parameters:
      density: 0.2
      weight: 0.2
  - model: rombodawg/Rombos-LLM-V2.5-Qwen-7b
    parameters:
      density: 0.2
      weight: 0.2
  - model: prithivMLmods/WebMind-7B-v0.1
    parameters:
      density: 0.2
      weight: 0.2
  - model: fblgit/cybertron-v4-qw7B-MGS
    parameters:
      density: 0.2
      weight: 0.2
      
merge_method: ties
base_model: gz987/qwen2.5-7b-cabs-v0.3
parameters:
  normalize: false
  int8_mask: true
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here! Summarized results can be found here!

Metric	Value (%)
Average	37.30
IFEval (0-Shot)	76.40
BBH (3-Shot)	36.62
MATH Lvl 5 (4-Shot)	48.79
GPQA (0-shot)	8.95
MuSR (0-shot)	15.51
MMLU-PRO (5-shot)	37.51