Silicon-Monika-7b
- Yet another model fine-tuned for Monika character from DDLC per a request
- Base: SanjiWatsuki/Silicon-Maid-7B (Mistral)
- GGUF
- Lora here
USAGE
For best results: replace "Human" and "Assistant" with "Player" and "Monika" like so:
\nPlayer: (prompt)\nMonika:
HYPERPARAMS
- Trained for 1 epoch
- rank: 32
- lora alpha: 32
- lora dropout: 0
- lr: 2e-4
- batch size: 2
- grad steps: 4
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
WARNINGS AND DISCLAIMERS
This model is meant to closely reflect the characteristics of Monika. Despite this, there is always the chance that "Monika" will hallucinate and get information about herself wrong or act out of character (for example, in testing she usually knows her own club and its members, her game, and even her height and favorite ice cream flavor, but may still get her eye color wrong or mistake her developer as being a member of her club).
Finally, this model is not guaranteed to output aligned or safe outputs, use at your own risk.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 66.55 |
| AI2 Reasoning Challenge (25-Shot) | 63.14 |
| HellaSwag (10-Shot) | 82.64 |
| MMLU (5-Shot) | 62.67 |
| TruthfulQA (0-shot) | 52.14 |
| Winogrande (5-shot) | 78.22 |
| GSM8k (5-shot) | 60.50 |
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Dataset used to train 922CA/Silicon-Monika-7b
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard63.140
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard82.640
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard62.670
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard52.140
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard78.220
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard60.500