Lelantos-low-tune/README.md

license, tags, base_model, model-index

license	tags	base_model	model-index
apache-2.0	mergekit merge	openaccess-ai-collective/DPOpenHermes-7B-v2 SanjiWatsuki/Lelantos-7B	name results Lelantos-low-tune 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 67.06 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Lelantos-low-tune 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 86.06 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Lelantos-low-tune 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 64.11 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Lelantos-low-tune 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 61.33 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Lelantos-low-tune 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 79.56 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Lelantos-low-tune 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 66.79 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Lelantos-low-tune Open LLM Leaderboard

mergedtwo

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

Merge Details

Merge Method

This model was merged using the task arithmetic merge method using openaccess-ai-collective/DPOpenHermes-7B-v2 as a base.

Models Merged

The following models were included in the merge:

• merged
• SanjiWatsuki/Lelantos-7B

Configuration

The following YAML configuration was used to produce this model:

base_model: openaccess-ai-collective/DPOpenHermes-7B-v2
dtype: bfloat16
merge_method: task_arithmetic
slices:
- sources:
  - layer_range: [0, 32]
    model: openaccess-ai-collective/DPOpenHermes-7B-v2
  - layer_range: [0, 32]
    model: merged
    parameters:
      weight: 0.5
  - layer_range: [0, 32]
    model: SanjiWatsuki/Lelantos-7B
    parameters:
      weight: 0.5

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	70.82
AI2 Reasoning Challenge (25-Shot)	67.06
HellaSwag (10-Shot)	86.06
MMLU (5-Shot)	64.11
TruthfulQA (0-shot)	61.33
Winogrande (5-shot)	79.56
GSM8k (5-shot)	66.79