license, library_name, tags, base_model, model-index

license	library_name	tags	base_model	model-index
cc-by-nc-4.0	transformers	mergekit merge	bardsai/jaskier-7b-dpo-v4.3 Gille/StrangeMerges_20-7B-slerp	name results AlloyIngotNeoX 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 74.32 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/AlloyIngotNeoX 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 89.07 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/AlloyIngotNeoX 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 64.97 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/AlloyIngotNeoX 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 74.57 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/AlloyIngotNeoX 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 84.53 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/AlloyIngotNeoX 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 69.83 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/AlloyIngotNeoX Open LLM Leaderboard

merged

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

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• bardsai/jaskier-7b-dpo-v4.3
• Gille/StrangeMerges_20-7B-slerp

Configuration

The following YAML configuration was used to produce this model:

base_model:
  model:
    path: Gille/StrangeMerges_20-7B-slerp
dtype: bfloat16
merge_method: slerp
parameters:
  t:
  - filter: self_attn
    value: [0.1, 0.3, 0.5, 0.7, 0.9]
  - filter: mlp
    value: [0.9, 0.7, 0.5, 0.3, 0.1]
  - value: 0.45
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: Gille/StrangeMerges_20-7B-slerp
  - layer_range: [0, 32]
    model:
      model:
        path: bardsai/jaskier-7b-dpo-v4.3

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	76.21
AI2 Reasoning Challenge (25-Shot)	74.32
HellaSwag (10-Shot)	89.07
MMLU (5-Shot)	64.97
TruthfulQA (0-shot)	74.57
Winogrande (5-shot)	84.53
GSM8k (5-shot)	69.83