license, tags, base_model, model-index

license	tags	base_model	model-index
apache-2.0	mergekit merge	simonveitner/Math-OpenHermes-2.5-Mistral-7B mlabonne/NeuralHermes-2.5-Mistral-7B-laser openaccess-ai-collective/dpopenhermes-alpha-v0 teknium/OpenHermes-2.5-Mistral-7B mlabonne/NeuralHermes-2.5-Mistral-7B	name results Hermes-low-tune-2 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=nlpguy/Hermes-low-tune-2 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 84.47 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-2 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 63.69 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-2 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 53.18 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-2 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 77.74 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-2 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 63.53 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=nlpguy/Hermes-low-tune-2 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 task arithmetic merge method using teknium/OpenHermes-2.5-Mistral-7B as a base.

Models Merged

The following models were included in the merge:

• simonveitner/Math-OpenHermes-2.5-Mistral-7B
• mlabonne/NeuralHermes-2.5-Mistral-7B-laser
• openaccess-ai-collective/dpopenhermes-alpha-v0
• mlabonne/NeuralHermes-2.5-Mistral-7B

Configuration

The following YAML configuration was used to produce this model:

base_model: teknium/OpenHermes-2.5-Mistral-7B
dtype: bfloat16
merge_method: task_arithmetic
slices:
- sources:
  - layer_range: [0, 32]
    model: teknium/OpenHermes-2.5-Mistral-7B
  - layer_range: [0, 32]
    model: simonveitner/Math-OpenHermes-2.5-Mistral-7B
    parameters:
      weight: 0.25
  - layer_range: [0, 32]
    model: openaccess-ai-collective/dpopenhermes-alpha-v0
    parameters:
      weight: 0.25
  - layer_range: [0, 32]
    model: mlabonne/NeuralHermes-2.5-Mistral-7B
    parameters:
      weight: 0.25
  - layer_range: [0, 32]
    model: mlabonne/NeuralHermes-2.5-Mistral-7B-laser
    parameters:
      weight: 0.25

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)	84.47
MMLU (5-Shot)	63.69
TruthfulQA (0-shot)	53.18
Winogrande (5-shot)	77.74
GSM8k (5-shot)	63.53