xDAN-SlimOrca/README.md

license, tags, pipeline_tag, model-index

license	tags	pipeline_tag	model-index
cc-by-4.0	mistral merge	text-generation	name results xDAN-SlimOrca 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 65.61 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca 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 85.7 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca 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 63.67 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca 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 57.68 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca 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 77.66 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca 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 57.92 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Azazelle/xDAN-SlimOrca Open LLM Leaderboard

Model Card for xDAN-SlimOrca

Slerp merge of xDAN-L1-Chat-RL-v1 and mistral-7b-slimorcaboros.

.yaml file for mergekit

slices:
  - sources:
      - model: xDAN-AI/xDAN-L1-Chat-RL-v1
        layer_range: [0, 32]
      - model: openaccess-ai-collective/mistral-7b-slimorcaboros
        layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-v0.1
parameters:
  t:
    - filter: self_attn
      value: [0.14, 0.57, 0.4, 0.74, 1]
    - filter: mlp
      value: [0.86, 0.43, 0.6, 0.26, 0]
    - value: 0.5 # fallback for rest of tensors
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	68.04
AI2 Reasoning Challenge (25-Shot)	65.61
HellaSwag (10-Shot)	85.70
MMLU (5-Shot)	63.67
TruthfulQA (0-shot)	57.68
Winogrande (5-shot)	77.66
GSM8k (5-shot)	57.92