mirror of
https://github.com/CodedotAl/gpt-code-clippy.git
synced 2024-09-11 15:05:44 +03:00
33 lines
1.0 KiB
Bash
33 lines
1.0 KiB
Bash
#! /bin/bash
|
|
./run_clm_flax.py \
|
|
--output_dir $HOME/gpt-neo-125M-code-clippy \
|
|
--model_name_or_path="EleutherAI/gpt-neo-125M" \
|
|
--dataset_name="code_search_net" \
|
|
--dataset_config_name="python" \
|
|
--text_column_name="func_code_string" \
|
|
--do_train --do_eval \
|
|
--block_size="1024" \
|
|
--per_device_train_batch_size="16" \
|
|
--per_device_eval_batch_size="16" \
|
|
--preprocessing_num_workers="8" \
|
|
--learning_rate="3e-4" \
|
|
--adafactor \
|
|
--warmup_steps="50" \
|
|
--adam_beta1="0.9" \
|
|
--adam_beta2="0.98" \
|
|
--weight_decay="0.01" \
|
|
--overwrite_output_dir \
|
|
--num_train_epochs="1" \
|
|
--logging_steps="100" \
|
|
--eval_steps="200" \
|
|
--push_to_hub="False" \
|
|
--report_to="all" \
|
|
--dtype="bfloat16" \
|
|
--skip_memory_metrics="True" \
|
|
--save_steps="200" \
|
|
--save_total_limit 2 \
|
|
--gradient_accumulation_steps 1 \
|
|
# --resume_from_checkpoint $HOME/gpt-neo-125M-code-clippy/ckpt_201 \
|
|
# --max_train_samples="10000" \
|
|
# --max_eval_samples="1000"
|