run_name
string | run_id
int64 | model_name_or_path
string | dataset
string | token_preprocessing
bool | source_prefix
string | schema_serialization_type
string | schema_serialization_randomized
bool | schema_serialization_with_db_id
bool | schema_serialization_with_db_content
bool | normalize_query
bool | target_with_db_id
bool | output_dir
string | cache_dir
string | do_train
bool | do_eval
bool | fp16
bool | num_train_epochs
int64 | per_device_train_batch_size
int64 | per_device_eval_batch_size
int64 | gradient_accumulation_steps
int64 | label_smoothing_factor
float64 | learning_rate
float64 | adafactor
bool | adam_eps
float64 | lr_scheduler_type
string | warmup_ratio
float64 | warmup_steps
int64 | seed
int64 | report_to
sequence | logging_strategy
string | logging_first_step
bool | logging_steps
int64 | load_best_model_at_end
bool | metric_for_best_model
string | greater_is_better
bool | save_total_limit
int64 | save_steps
int64 | evaluation_strategy
string | eval_steps
int64 | predict_with_generate
bool | num_beams
int64 | num_beam_groups
int64 | use_picard
bool | input_max_length
int64 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
five | 20 | /home/zhangc/fyjmy/pretrained/t5-base | spider | true | peteshaw | false | true | true | true | false | ./train | ./natsql_base | true | true | false | 3,072 | 16 | 16 | 410 | 0 | 0.0001 | true | 0.000001 | constant | 0 | 0 | 1 | [
"wandb"
] | steps | true | 4 | true | exact_match | true | 128 | 50 | steps | 50 | true | 1 | 1 | false | 1,024 |
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