Fine-tuned the synthia dataset on the hermes2 7b model
In my opinion it's probably the best model I fine-tuned in-terms of role-playing (tested on LavernAI)
Future plans:
I'll probably do more test in other areas
Will add other languages (Potentially japanese and chinese)
Finetune it on mistral models?
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 52.21 |
| AI2 Reasoning Challenge (25-Shot) | 51.02 |
| HellaSwag (10-Shot) | 79.12 |
| MMLU (5-Shot) | 47.88 |
| TruthfulQA (0-shot) | 46.77 |
| Winogrande (5-shot) | 74.51 |
| GSM8k (5-shot) | 13.95 |
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Datasets used to train LTC-AI-Labs/L2-7b-Hermes-Synthia
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard51.020
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard79.120
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard47.880
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard46.770
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard74.510
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard13.950