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WARNING! This is a "Frankenmerge" - this model is untested!
NeuralOrca 7B V1
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 |
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Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard65.270
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard85.070
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard63.680
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard54.580
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard78.770
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard58.450