Hermes-low-tune-3/README.md

license, tags, base_model, model-index

license	tags	base_model	model-index
apache-2.0	mergekit merge	nlpguy/Hermes-low-tune-2 openaccess-ai-collective/DPOpenHermes-7B-v2	name results Hermes-low-tune-3 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 66.21 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-3 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 84.99 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-3 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 63.74 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-3 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 57.94 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-3 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 78.77 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-3 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 63.84 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-3 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:

• nlpguy/Hermes-low-tune-2
• openaccess-ai-collective/DPOpenHermes-7B-v2

Configuration

The following YAML configuration was used to produce this model:

base_model: openaccess-ai-collective/DPOpenHermes-7B-v2
dtype: bfloat16
merge_method: slerp
parameters:
  t:
  - value: 0.25
slices:
- sources:
  - layer_range: [0, 32]
    model: openaccess-ai-collective/DPOpenHermes-7B-v2
  - layer_range: [0, 32]
    model: nlpguy/Hermes-low-tune-2

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	69.25
AI2 Reasoning Challenge (25-Shot)	66.21
HellaSwag (10-Shot)	84.99
MMLU (5-Shot)	63.74
TruthfulQA (0-shot)	57.94
Winogrande (5-shot)	78.77
GSM8k (5-shot)	63.84