update speed benchmark doc

feat: update readme to add pai-dsw link

Doc: update speed benchmark doc

Fix author for Qwen 2.5 citation

* add qwen2.5 perf report

* update readme

* rebuild docs and fix format issue

* remove fuzzy in speed_benchmark.po

* fix issue

* recover function_call.po

* update

* remove unused code in speed_benchmark.po

* add example

* add readme for speed benchmark scripts

* update readme

* update readme

* update

* refine code

* fix pr issue

* fix some issue for PR

* update installation

* add --generate_length param

* update

* update requirements

* Update README_zh.md

* Update README.md

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Co-authored-by: Ren Xuancheng <jklj077@users.noreply.github.com>

* llama.cpp doc fixes

* fix some zh translation issues

* Update llama.cpp.po

---------

Co-authored-by: Ren Xuancheng <jklj077@users.noreply.github.com>

* add qwen2.5 perf report

* update readme

* rebuild docs and fix format issue

* remove fuzzy in speed_benchmark.po

* fix issue

* recover function_call.po

* update

* remove unused code in speed_benchmark.po

* Add OpenLLM

* Update the order

* Separate the content into readme and doc

Signed-off-by: Sherlock113 <sherlockxu07@gmail.com>

* Update the pr

Signed-off-by: Sherlock113 <sherlockxu07@gmail.com>

* Update the pr

Signed-off-by: Sherlock113 <sherlockxu07@gmail.com>

* Update zh_cn translation

Signed-off-by: Sherlock113 <sherlockxu07@gmail.com>

---------

Signed-off-by: Sherlock113 <sherlockxu07@gmail.com>

Co-authored-by: Ren Xuancheng <17811943+jklj077@users.noreply.github.com>

-f is for file:

```-f,    --file FNAME```

-p is for system prompt if -cnv is set:

```-p     if -cnv is set, this will be used as system prompt```

* update doc

* update demos

* update docs

---------

Co-authored-by: Ren Xuancheng <17811943+jklj077@users.noreply.github.com>