NeuralOrca-7B-v1/README.md

license, tags, model-index

license	tags	model-index
apache-2.0	merge	name results NeuralOrca-7B-v1 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 65.27 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1 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 85.07 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1 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 63.68 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1 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 54.58 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1 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=mrfakename/NeuralOrca-7B-v1 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 58.45 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=mrfakename/NeuralOrca-7B-v1 Open LLM Leaderboard

WARNING! This is a "Frankenmerge" - this model is untested!

NeuralOrca 7B V1

GGUF Models

By mrfakename

Please note that this is an experimental model. We cannot guarantee model quality.

This is the first (alpha) release of NeuralOrca. NeuralOrca is a merge of the following models:

• mlabonne/NeuralHermes-2.5-Mistral-7B (This model is actually OpenHermes 2.5 finetuned on Intel's Neural Chat dataset and uses the ChatML prompt format, weight: 1.0)
• Open-Orca/Mistral-7B-OpenOrca (This model uses the ChatML prompt format, weight: 0.7)

Prompt Format

We use the ChatML prompt format.

Example:

<|im_start|>system
You are NeuralOrca, a helpful AI assistant.
<|im_end|>
<|im_start|>user
How are you?<|im_end|>
<|im_start|>assistant

Evaluations

Coming soon

Context Length

The context length for this model is 8192 tokens (8K).

License

You are responsible for your use of NeuralOrca.

This software is licensed under the Apache 2.0 license. If you want to use it for commercial use, it's probably fine but please contact me first.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	67.64
AI2 Reasoning Challenge (25-Shot)	65.27
HellaSwag (10-Shot)	85.07
MMLU (5-Shot)	63.68
TruthfulQA (0-shot)	54.58
Winogrande (5-shot)	78.77
GSM8k (5-shot)	58.45