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Deprecation for IntxWeightOnlyConfig/Int8DynamicActivationIntxWeightConfig (version 1) and the models #2967

@metascroy

Description

@metascroy

This issue is tracking the deprecation of the (1) configs (2) model checkpoints quantized with these configs.

What is deprecated:

  • IntxWeightOnlyConfig/Int8DynamicActivationIntxWeightConfig with version=1 is now deprecated. Please use version=2 (current default).
  • Quantized checkpoints quantized with version 1 config previously are deprecated as well, and we plan to remove the support to load these checkpoints after pytorch 2.11 release (around 9 months from now)

Timeline:
0.14.0: annouce deprecation for version 1 config
after all tensors are migrated: remove support for version 1 config
after pytorch 2.11 release: remove support for version 1 checkpoints

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