Optimization for MF #17
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thwu1
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iojw
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Jul 20, 2024
| use_proj, | ||
| dim=128, | ||
| num_models=64, | ||
| text_dim=768, |
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Could we automatically set the text dim based on the selected embeddings?
| num_classes=1, | ||
| use_proj=True, | ||
| embedding_model="all-mpnet-base-v2", |
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Maybe better to use OpenAI's embeddings by default to preserve our existing behavior? I'll add some docs to describe the different options here.
| num_classes=1, | ||
| use_proj=True, | ||
| collapse_linear=False, | ||
| embedding_model="all-mpnet-base-v2", |
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I think it would be better if we didn't set any default args here and specify default args only in routers.py so that it's easier to keep track of router configs.
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#9 I added precompution for collapsing three linear transformations without modifying the loading part. @iojw Do you want to do a speed test?