[inference] Refactor inference architecture (#5057)
* [inference] support only TP (#4998)
* support only tp
* enable tp
* add support for bloom (#5008)
* [refactor] refactor gptq and smoothquant llama (#5012)
* refactor gptq and smoothquant llama
* fix import error
* fix linear import torch-int
* fix smoothquant llama import error
* fix import accelerate error
* fix bug
* fix import smooth cuda
* fix smoothcuda
* [Inference Refactor] Merge chatglm2 with pp and tp (#5023)
merge chatglm with pp and tp
* [Refactor] remove useless inference code (#5022)
* remove useless code
* fix quant model
* fix test import bug
* mv original inference legacy
* fix chatglm2
* [Refactor] refactor policy search and quant type controlling in inference (#5035)
* [Refactor] refactor policy search and quant type controling in inference
* [inference] update readme (#5051)
* update readme
* update readme
* fix architecture
* fix table
* fix table
* [inference] udpate example (#5053)
* udpate example
* fix run.sh
* fix rebase bug
* fix some errors
* update readme
* add some features
* update interface
* update readme
* update benchmark
* add requirements-infer
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Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: Zhongkai Zhao <kanezz620@gmail.com>
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Hongxin Liu