OpenHermes-7B-Symbolic/README.md

license, model-index

license

model-index

apache-2.0

name results OpenHermes-7B-Symbolic 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 63.14 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hedronstone/OpenHermes-7B-Symbolic 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 82.73 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hedronstone/OpenHermes-7B-Symbolic 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 62.62 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hedronstone/OpenHermes-7B-Symbolic 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 48.82 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hedronstone/OpenHermes-7B-Symbolic 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 75.85 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hedronstone/OpenHermes-7B-Symbolic 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 53.45 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hedronstone/OpenHermes-7B-Symbolic Open LLM Leaderboard

OpenHermes-7B-Symbolic

Model description

OpenHermes-7B-Symbolic is a OpenHermes-2.5-Mistral-7B fine-tuned on 93K comprehensive and meticulously curated samples. Each sample was structured to facilitate the model's understanding and generation of complex, hierarchical ICD medical coding system.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	64.44
AI2 Reasoning Challenge (25-Shot)	63.14
HellaSwag (10-Shot)	82.73
MMLU (5-Shot)	62.62
TruthfulQA (0-shot)	48.82
Winogrande (5-shot)	75.85
GSM8k (5-shot)	53.45