AKA Tagamistral-7b-v1:
- Yet another archived test/toy model, fine-tuned on a synthetic Tagalog dataset partially produced by Mistral based on this dataset
- Base: SeaLLM
- GGUF
USAGE
This is meant to be mainly a chat model.
Best results with "Human" and "Assistant" and prompt with Tagalog. Example:
"Ito ay isang chat log sa pagitan ng AI Assistant na nagta-Tagalog at isang Pilipino. Magsimula ng chat:\nHuman: Hello po?\nAssistant:"
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
There is still a chance that the model may switch to English or Taglish.
It is possible that the Tagalog capability still comes mostly from the fine-tuned base more than the dataset.
Finally, this model is not guaranteed to output aligned or safe outputs nor is it meant for production use - use at your own risk!