Add bits and sym parameters to the OV quantization config #560
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@echarlaix, all the failures in CI are related to the fact that the GitHub version of NNCF enables weight quantization of Conv layers by default while the officially released version does not have it. Realistically, we will have a new NNCF version released by the end of Feb but we will create a release branch this week, so we can just install NNCF from the release branch and no changes in the test references are required. |
| default_config = _check_default_4bit_configs(config) | ||
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| if default_config: | ||
| logger.info(f"For the given model, we recommend the following `quantization_config` : {default_config}") |
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I don't think we should overwrite the quantization_config as it's given by the user, so here we are just adding a warning for the user, wdyt @AlexKoff88 ?
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Actually, this was an idea behind the combination of load_in_4bit + quantizaiton_config. If the later one is None we use the pre-defined default config, otherwise we override it an let the user to use a custom config.
echarlaix
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