File size: 815 Bytes
96e4695 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | checkpoint_dir: checkpoints/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
out_dir: out/finetune/lora-tiny-llama-1.1b
precision: bf16-true
devices: 1
lora_r: 32
lora_alpha: 16
lora_dropout: 0.05
lora_query: true
lora_key: true
lora_value: true
lora_projection: true
lora_mlp: true
lora_head: true
data:
class_path: litgpt.data.JSON
init_args:
json_path: data/custom
mask_prompt: false
prompt_style: alpaca
ignore_index: -100
seed: 42
num_workers: 4
train:
save_interval: 800
log_interval: 1
global_batch_size: 8
micro_batch_size: 8
lr_warmup_steps: 10
epochs: 3
max_seq_length: 512
learning_rate: 0.0002
weight_decay: 0.0
beta1: 0.9
beta2: 0.95
min_lr: 6.0e-05
eval:
interval: 100
max_new_tokens: 100
max_iters: 100
logger_name: tensorboard
seed: 1337
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