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Save the original model config in train script #77

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Save the original model config in train script #77

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5 changes: 4 additions & 1 deletion scripts/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -139,6 +139,9 @@ def process_batch(batch):
del batch["dataset_name"]
return batch

# copy the original config before we modify it
model_config = FLAGS.config.to_dict()

# load datasets
if "oxe_kwargs" in FLAGS.config.dataset_kwargs:
# create dataset_kwargs_list from oxe_kwargs
Expand Down Expand Up @@ -180,7 +183,7 @@ def process_batch(batch):
rng = jax.random.PRNGKey(FLAGS.config.seed)
rng, init_rng = jax.random.split(rng)
model = OctoModel.from_config(
FLAGS.config.to_dict(),
model_config,
example_batch,
text_processor,
verbose=True,
Expand Down