Mahou-1.5-mistral-nemo-12B
Mahou is designed to provide short messages in a conversational context. It is capable of casual conversation and character roleplay.
Chat Format
This model has been trained to use ChatML format.
<|im_start|>system
{{system}}<|im_end|>
<|im_start|>{{char}}
{{message}}<|im_end|>
<|im_start|>{{user}}
{{message}}<|im_end|>
Roleplay Format
- Speech without quotes.
- Actions in
*asterisks*
*leans against wall cooly* so like, i just casted a super strong spell at magician academy today, not gonna lie, felt badass.
SillyTavern Settings
- Use ChatML for the Context Template.
- Enable Instruct Mode.
- Use the Mahou ChatML Instruct preset.
- Use the Mahou Sampler preset.
Method
ORPO finetuned with 4x H100 for 3 epochs.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 26.28 |
| IFEval (0-Shot) | 67.51 |
| BBH (3-Shot) | 36.26 |
| MATH Lvl 5 (4-Shot) | 5.06 |
| GPQA (0-shot) | 3.47 |
| MuSR (0-shot) | 16.47 |
| MMLU-PRO (5-shot) | 28.91 |
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Model tree for mav23/Mahou-1.5-mistral-nemo-12B-GGUF
Base model
winglian/m12b-20240721-test010
Finetuned
flammenai/Flammades-Mistral-Nemo-12B
Dataset used to train mav23/Mahou-1.5-mistral-nemo-12B-GGUF
Evaluation results
- strict accuracy on IFEval (0-Shot)Open LLM Leaderboard67.510
- normalized accuracy on BBH (3-Shot)Open LLM Leaderboard36.260
- exact match on MATH Lvl 5 (4-Shot)Open LLM Leaderboard5.060
- acc_norm on GPQA (0-shot)Open LLM Leaderboard3.470
- acc_norm on MuSR (0-shot)Open LLM Leaderboard16.470
- accuracy on MMLU-PRO (5-shot)test set Open LLM Leaderboard28.910