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Use distilbert
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MODELS_ID = dict(distilroberta = 'flax-sentence-embeddings/st-codesearch-distilroberta-base',
mpnet = 'flax-sentence-embeddings/all_datasets_v3_mpnet-base',
minilm_l6 = 'flax-sentence-embeddings/all_datasets_v3_MiniLM-L6')
QA_MODELS_ID = dict(
mpnet_asymmetric_qa = ['flax-sentence-embeddings/multi-QA_v1-mpnet-asymmetric-Q',
'flax-sentence-embeddings/multi-QA_v1-mpnet-asymmetric-A'],
mpnet_qa='flax-sentence-embeddings/mpnet_stackexchange_v1',
distilbert_qa = 'flax-sentence-embeddings/multi-qa_v1-distilbert-cls_dot'
)
SEARCH_MODELS_ID = dict(
distilbert_qa = 'flax-sentence-embeddings/multi-qa_v1-distilbert-cls_dot'
)