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adds wandb to CI, fixes seed #61

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May 23, 2024
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adds wandb to CI, fixes seed #61

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5 changes: 4 additions & 1 deletion ci/prep_for_ci.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,12 +10,15 @@ def main(config: str, data: str):
with open(config) as f:
cfg = yaml.safe_load(f.read())

cfg["wandb_project"] = "ci-llm-finetuning-overfit-sqlqa"
cfg["seed"] = 117 # always set a seed

num_epochs = 50
val_set_size = 0.5

cfg["val_set_size"] = val_set_size
cfg["num_epochs"] = num_epochs
cfg["eval_steps"] = num_epochs
cfg["eval_steps"] = num_epochs // 10
cfg.pop("evals_per_epoch", None) # incompatible with eval_steps
cfg.pop("sample_packing", False) # requires larger dataset

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