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base_model: stabilityai/stablelm-base-alpha-3b
load_in_8bit: true
datasets:
- path: vicgalle/alpaca-gpt4
type: alpaca
dataset_prepared_path: last_run_prepared
val_set_size: 0.04
adapter:
lora_model_dir:
sequence_len: 4096
lora_r: 8
lora_alpha: 16
lora_dropout: 0.05
lora_target_modules:
- q_proj
- v_proj
lora_fan_in_fan_out: false
wandb_project: stable-llama-3b
wandb_watch:
wandb_run_id:
wandb_log_model: checkpoint
output_dir: ./stable-llama-3b
batch_size: 128
micro_batch_size: 16
num_epochs: 1
learning_rate: 0.00003
train_on_inputs: false
group_by_length: false
bf16: true
tf32: true
early_stopping_patience: 3
resume_from_checkpoint:
local_rank:
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