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better eval handling
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winglian committed Sep 13, 2023
1 parent 4e2a0de commit 7faf032
Showing 1 changed file with 4 additions and 1 deletion.
5 changes: 4 additions & 1 deletion src/axolotl/utils/trainer.py
Original file line number Diff line number Diff line change
Expand Up @@ -563,13 +563,16 @@ def setup_trainer(cfg, train_dataset, eval_dataset, model, tokenizer, total_num_
elif cfg.val_set_size == 0:
# no eval set, so don't eval
training_arguments_kwargs["evaluation_strategy"] = "no"
elif cfg.evaluation_strategy and cfg.evaluation_strategy == "epoch":
elif cfg.evaluation_strategy and cfg.evaluation_strategy in ["epoch", "no"]:
# if explicitly set for epoch, just set, and eval steps don't matter
training_arguments_kwargs["evaluation_strategy"] = cfg.evaluation_strategy
elif cfg.eval_steps:
# steps isn't used w/ epochs
training_arguments_kwargs["evaluation_strategy"] = "steps"
training_arguments_kwargs["eval_steps"] = cfg.eval_steps
else:
# we have an eval set, but no steps defined, default to use epoch
training_arguments_kwargs["evaluation_strategy"] = "epoch"

if cfg.save_steps:
# save_steps implies save_strategy of steps
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