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Map rag model to device in eval rag script #75

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merged 3 commits into from
Dec 4, 2023
Merged

Map rag model to device in eval rag script #75

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map rag model to device in eval rag
sagorbrur Nov 23, 2023
91178cc
Appease format step
metric-space Dec 4, 2023
9f5cf25
Merge branch 'main' into main
metric-space Dec 4, 2023
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5 changes: 5 additions & 0 deletions dalm/eval/eval_rag.py
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Original file line number Diff line number Diff line change
Expand Up @@ -196,6 +196,11 @@ def evaluate_rag(
)
# peft config and wrapping
rag_model.attach_pre_trained_peft_layers(retriever_peft_model_path, generator_peft_model_path, device)
# mapping rag retriever and generator model to device
if retriever_peft_model_path is None:
rag_model.retriever_model.eval().to(device)
if generator_peft_model_path is None:
rag_model.generator_model.eval().to(device)
unique_passage_dataset, passage_embeddings_array = get_passage_embeddings(
processed_datasets,
passage_column_name,
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