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          Remove internal usage of all config functions like int4_weight_only
          #2995
        
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    **Summary:** These have been superseded by `AOBaseConfig` objects for several releases already, but we never deprecated them. We will keep them around for another release before breaking BC and removing them. **Test Plan:** ``` python test/quantization/test_quant_api.py -k test_config_deprecation ``` [ghstack-poisoned]
**Summary:** These have been superseded by `AOBaseConfig` objects for several releases already, but we never deprecated them. We will keep them around for another release before breaking BC and removing them. **Test Plan:** ``` python test/quantization/test_quant_api.py -k test_config_deprecation ``` [ghstack-poisoned]
**Summary:** These have been superseded by `AOBaseConfig` objects for several releases already, but we never deprecated them. We will keep them around for another release before breaking BC and removing them. **Test Plan:** ``` python test/quantization/test_quant_api.py -k test_config_deprecation ``` [ghstack-poisoned]
**Summary:** These are now deprecated as of #2994. We should stop using them internally as well. **Test Plan:** CI [ghstack-poisoned]
| 🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/2995
 Note: Links to docs will display an error until the docs builds have been completed. This comment was automatically generated by Dr. CI and updates every 15 minutes. | 
…eight_only`" **Summary:** These are now deprecated as of #2994. We should stop using them internally as well. **Test Plan:** CI [ghstack-poisoned]
…eight_only`" **Summary:** These are now deprecated as of #2994. We should stop using them internally as well. **Test Plan:** CI [ghstack-poisoned]
              
                    liangel-02
  
              
              approved these changes
              
                  
                    Sep 12, 2025 
                  
              
              
            
            
…ons like `int4_weight_only`" **Summary:** These are now deprecated as of #2994. We should stop using them internally as well. **Test Plan:** CI [ghstack-poisoned]
…eight_only`" **Summary:** These are now deprecated as of #2994. We should stop using them internally as well. **Test Plan:** CI [ghstack-poisoned]
              
                    jerryzh168
  
              
              approved these changes
              
                  
                    Sep 15, 2025 
                  
              
              
            
            
…ons like `int4_weight_only`" **Summary:** These are now deprecated as of #2994. We should stop using them internally as well. **Test Plan:** CI [ghstack-poisoned]
…eight_only`" **Summary:** These are now deprecated as of #2994. We should stop using them internally as well. **Test Plan:** CI [ghstack-poisoned]
  
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Stack from ghstack (oldest at bottom):
int4_weight_only#2995int4_weight_only#2994Summary: These are now deprecated as of #2994. We should
stop using them internally as well.
Test Plan: CI