metadata

language:
  - en
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - mistral
  - trl
base_model: SeaLLMs/SeaLLM-7B-v2
datasets:
  - 922-Narra/synthetic_tagalog_test_02102024

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!