configs/llm_finetuning/smollm2_guanaco.yml

task: llm-sft
base_model: HuggingFaceTB/SmolLM2-135M-Instruct
project_name: autotrain-smollm2-135m-finetune-guanaco
log: tensorboard
backend: local

data:
  path: timdettmers/openassistant-guanaco
  train_split: train
  valid_split: null
  chat_template: null
  column_mapping:
    text_column: text

params:
  block_size: 1024
  model_max_length: 2048
  epochs: 1
  batch_size: 1
  lr: 1e-5
  peft: true
  quantization: int4
  target_modules: all-linear
  padding: right
  optimizer: paged_adamw_8bit
  scheduler: linear
  gradient_accumulation: 8
  mixed_precision: bf16
  merge_adapter: true

hub:
  username: ${HF_USERNAME}
  token: ${HF_TOKEN}
  push_to_hub: true