Dolphin2.1-OpenOrca-7B/README.md

license, model-index

license

model-index

apache-2.0

name results Dolphin2.1-OpenOrca-7B 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 63.91 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Dolphin2.1-OpenOrca-7B 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 84.26 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Dolphin2.1-OpenOrca-7B 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 62.66 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Dolphin2.1-OpenOrca-7B 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 53.84 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Dolphin2.1-OpenOrca-7B 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 78.22 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Dolphin2.1-OpenOrca-7B 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 19.94 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Dolphin2.1-OpenOrca-7B Open LLM Leaderboard

Merge of ehartford/dolphin-2.1-mistral-7b and Open-Orca/Mistral-7B-OpenOrca using ties merge.

Weights

• ehartford/dolphin-2.1-mistral-7b: 0.5

• Open-Orca/Mistral-7B-OpenOrca: 0.3

Density

• ehartford/dolphin-2.1-mistral-7b: 0.5

• Open-Orca/Mistral-7B-OpenOrca: 0.5

Quantizationed versions

Quantizationed versions of this model is available thanks to TheBloke.

GPTQ

• TheBloke/Dolphin2.1-OpenOrca-7B-GPTQ

GGUF

• TheBloke/Dolphin2.1-OpenOrca-7B-GGUF

AWQ

• TheBloke/Dolphin2.1-OpenOrca-7B-AWQ

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	60.47
AI2 Reasoning Challenge (25-Shot)	63.91
HellaSwag (10-Shot)	84.26
MMLU (5-Shot)	62.66
TruthfulQA (0-shot)	53.84
Winogrande (5-shot)	78.22
GSM8k (5-shot)	19.94