Renaming quantize to quantize_
#467
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/467
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| ```python | ||
| import torch | ||
| from torchao.quantization.quant_primitives import MappingType, ZeroPointDomain | ||
| from torchao.dtypes import to_affine_quantized |
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The main README still has quantize listed, mind doing a comprehensive code search?
Summary: Addressing feedback for `quantize` API from pytorch#391 (comment) this is an API that changes model inplace, so we want to change the name to reflect that. inplace model quantization is important especially for LLM since it will be hard to load the model to memory. we typically load the model to meta device and then load the quantized weight. Test Plan: python test/quantization/test_quant_api.py python test/integration/test_integration.py Reviewers: Subscribers: Tasks: Tags:
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Summary:
Addressing feedback for
quantizeAPI from #391 (comment)this is an API that changes model inplace, so we want to change the name to reflect that. inplace model quantization is important especially for LLM since it will be hard to load the model to memory. we typically load the model to meta device and then load the quantized weight.
Test Plan:
python test/quantization/test_quant_api.py
python test/integration/test_integration.py
Reviewers:
Subscribers:
Tasks:
Tags: