metadata

base_model: Yellow-AI-NLP/komodo-7b-base
datasets:
  - generator
library_name: peft
license: llama2
tags:
  - trl
  - sft
  - generated_from_trainer
model-index:
  - name: komodo-chat
    results: []

komodo-chat

This model is a fine-tuned version of Yellow-AI-NLP/komodo-7b-base on the generator dataset.

Model description

This model understands Indonesian conversation and responds with formal Indonesian.

Intended uses & limitations

This model can be used to personalize conversations and role-play based on the persona given with the prompt PERSONA_1 is the user persona and PERSONA_2 is the assistant persona.

Training and evaluation data

This model was trained using specific prompts on the nayohan/multi_session_chat translated into Indonesian with mBART50

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0002
train_batch_size: 2
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3
mixed_precision_training: Native AMP

Training results

TensorBoard

Framework versions

PEFT 0.7.2.dev0
Transformers 4.36.2
Pytorch 2.0.1+cu117
Datasets 2.16.1
Tokenizers 0.15.2