base_model: EleutherAI/gpt-neox-20b
base_model_ignore_patterns: pytorch*  # prefer safetensors
model_type: GPTNeoXForCausalLM
tokenizer_type: AutoTokenizer
load_in_8bit: true
datasets:
  - path: nomic-ai/gpt4all-j-prompt-generations
    type: alpaca
    shards: 4
    shards_index: 0
dataset_prepared_path: last_run_prepared
val_set_size: 0.05
adapter: lora
lora_model_dir:
sequence_len: 2048
max_packed_sequence_len: 2048
lora_r: 8
lora_alpha: 32
lora_dropout: 0.05
lora_target_modules:
  - query_key_value
lora_fan_in_fan_out: true  # pythia/GPTNeoX lora specific
wandb_project: gpt4all-neox-20b
wandb_watch:
wandb_run_id:
wandb_log_model: checkpoint
output_dir: ./gpt4all-neox-20b
batch_size: 48
micro_batch_size: 4
num_epochs: 5
learning_rate: 0.00003
lr_scheduler: one_cycle
train_on_inputs: false
group_by_length: false
bf16: True
tf32: True
early_stopping_patience:
resume_from_checkpoint:
local_rank: