base_model: EleutherAI/pythia-1.4b-deduped
model_type: GPTNeoXForCausalLM
tokenizer_type: AutoTokenizer
load_in_8bit: true
datasets:
  - path: data/alpaca_data_gpt4.jsonl
    type: alpaca
  - path: data/vicuna_cleaned.jsonl
    type: sharegpt
  - path: data/gpt4-instruct-similarity-0.6-dataset.jsonl
    type: gpteacher
  - path: data/roleplay-similarity_0.6-instruct-dataset.jsonl
    type: gpteacher
dataset_prepared_path: data/last_run
val_set_size: 0.05
adapter: lora
lora_model_dir:
sequence_len: 2048
lora_r: 8
lora_alpha: 32
lora_dropout: 0.05
lora_target_modules:
  - query_key_value
#  - xxx
lora_fan_in_fan_out: true  # pythia/GPTNeoX lora specific
wandb_project: pythia-1.4b-lora
wandb_watch:
wandb_run_name:
wandb_log_model: checkpoint
output_dir: ./lora-alpaca
batch_size: 48
micro_batch_size: 4
num_epochs: 5
learning_rate: 0.00001
train_on_inputs: false
group_by_length: false
bf16: True
tf32: True
resume_from_checkpoint:
local_rank:
deepspeed: