23 lines
474 B
YAML
23 lines
474 B
YAML
train_split: train[:100]
|
|
eval_split: valid[:100]
|
|
model_name: "EleutherAI/pythia-410m"
|
|
log_with: "wandb"
|
|
learning_rate: 1e-5
|
|
lr_scheduler_type: cosine
|
|
num_warmup_steps: 100
|
|
weight_decay: 0.05
|
|
load_in_8bit: False
|
|
fp16: True
|
|
bf16: False
|
|
streaming: False
|
|
gradient_checkpointing: False
|
|
gradient_accumulation_steps: 1
|
|
per_device_train_batch_size: 2
|
|
per_device_eval_batch_size: 8
|
|
train_completions: False
|
|
num_train_epochs: 1
|
|
seq_length: 560
|
|
use_peft: True
|
|
lora_r: 8
|
|
lora_alpha: 32
|