Westgate/README.md

license, library_name, tags, base_model, model-index

license	library_name	tags	base_model	model-index
cc-by-nc-4.0	transformers	mergekit merge	jsfs11/TurdusTrixBeagle-DARETIES-7B senseable/garten2-7b	name results Westgate 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 71.42 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Westgate 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 88.14 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Westgate 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 65.11 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Westgate 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 62.59 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Westgate 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 85.71 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Westgate 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 70.05 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Westgate 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:

• jsfs11/TurdusTrixBeagle-DARETIES-7B
• senseable/garten2-7b

Configuration

The following YAML configuration was used to produce this model:

base_model:
  model:
    path: senseable/garten2-7b
dtype: float16
merge_method: slerp
parameters:
  t:
  - value: [0.0, 0.3, 0.5, 0.7, 1.0]
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: jsfs11/TurdusTrixBeagle-DARETIES-7B
  - layer_range: [0, 32]
    model:
      model:
        path: senseable/garten2-7b

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	73.84
AI2 Reasoning Challenge (25-Shot)	71.42
HellaSwag (10-Shot)	88.14
MMLU (5-Shot)	65.11
TruthfulQA (0-shot)	62.59
Winogrande (5-shot)	85.71
GSM8k (5-shot)	70.05