Tang Kaihui

## Type of Change docs refine - distributed.md ## Description 1. Title: Capitalize the first letter & Modify title name 2. Add content list 3. Fix the relative path link...

## Type of Change feature ## Description Support save/load API for WOQ remove export_compressed_model from config ## Expected Behavior & Potential Risk the expected behavior that triggered by this PR...

Support `auto_round` integration 2.x

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## Type of Change feature ## Description detail description ## Expected Behavior & Potential Risk the expected behavior that triggered by this PR ## How has this PR been tested?...

Enhance GPTQ `act_order` UT

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## Type of Change UT ## Description detail description ## Expected Behavior & Potential Risk the expected behavior that triggered by this PR ## How has this PR been tested?...

Support bf16/fp16 per layer convert for WOQ

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## Type of Change feature ## Description detail description ## Expected Behavior & Potential Risk the expected behavior that triggered by this PR ## How has this PR been tested?...

## Type of Change feature ## Description detail description ## Expected Behavior & Potential Risk the expected behavior that triggered by this PR ## How has this PR been tested?...

Support `auto_round` integration 3.x

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## Type of Change feature ## Description - [x] update config params - [x] update `get_autoround_default_run_fn` - [x] update prepare/convert - [x] return paking model - [x] enhance ut -...

Support LayerWise for RTN/GPTQ

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## Type of Change feature ## Description usage ```python from neural_compressor.torch.algorithms.layer_wise import load_empty_model model = load_empty_model("hf-internal-testing/tiny-random-GPTJForCausalLM") quant_config = GPTQConfig( use_layer_wise=True, model_path="hf-internal-testing/tiny-random-GPTJForCausalLM" ) model = prepare(model, quant_config) run_fn(model) model = convert(model)...

NumPy 2.0 release date: June 16, AutoRound currently does not support numpy2x.

## Type of Change feature or bug fix or documentation or validation or others API changed or not ## Description Usage: ```bash None # default value, Autodetect (client is True)...