GitLab

* simplify the header of the benchmark table

* miss comma

* fix lint

* add

* import fire in main

* wrap to speed up fire cli

* update

* update docs

* update docs

* fix

* resolve commennts

* resolve confict and add test for cli

* fix(kvint8): update doc

* style(lmdeploy): format

* style(kv_qparams.py): linting

* fix lint

* Update kv_int8.md

* Update kv_int8.md

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Co-authored-by: AllentDan <AllentDan@yeah.net>

* Update quantization.md

* docs(quantization): update description

* docs(README): rename quantization files

* feat(quantization): kv cache use asymmetric

* fix(kv_qparams.py): zp use min

* revert(qparams.py): revert format

* fix(kv_qparams.py): update formula

* add cal qparams

* support offload inference

* add collect funtions (mod,weight)

* stats kv scales

* update init

* add user guide

* fix hints

* fix comments & support turbomind format

* update user guide

* fix slice kv cache error & support pileval dataset (used in llm-awq)

* fix wrong num heads slice

* update default dataset

* fix conflict

* fix hints

* fix hints

* add gitignore

* docs(quantization): add more test

* revert(generate.sh): revert ninja

* revert(llama_config.ini): revert empty line

* fix(quantization.md): fix link error

* docs(README): update description

* docs(project): add quantization test results

* docs(README): reorder

* docs(quantization): add more description

* docs(README): remove openmmlab badge

* docs(README): scale up image

* docs(dir): add zh_cn subdir