Update release note and known issues (#4749)

* remove basekit activate & add OCL_ICD_VENDORS setting

* add python execution example

* update CCL_ROOT setting with multi-gpu usage

* update compile bundle bat branch to release tag

* update example in getting started

* correct version of intel-level-zero-gpu

* remove deprecated api

* set version of accelerate for finetune

* fix model name

* Update deepspeed in requirements.txt

* update release note and known issue

* update ipex.llm.optimize

* update IPEX_LOG

---------

Co-authored-by: Jing Xu <jing.xu@intel.com>
Co-authored-by: jundu <52649791+1pikachu@users.noreply.github.com>
Co-authored-by: Ye Ting <ting.ye@intel.com>
Co-authored-by: zhuyuhua-v <yuhua.zhu@intel.com>

fix oneDNN version in the doc (#3196)

Doc and script changes for 2.1.40 (#4628)

* Update README.md and known_issues.md

* correct image tag in README of dockerfile (#4638)

* update miniconda to miniforge

* update compile bundle to stop displaying torch-ccl version

* remove optimizer_fusion_cpu and split sgd

* fix advanced config not correctly displayed issue

---------

Co-authored-by: Srikanth Ramakrishna <srikanth.ramakrishna@intel.com>
Co-authored-by: Jing Xu <jing.xu@intel.com>
Co-authored-by: Zheng, Zhaoqiong <zhaoqiong.zheng@intel.com>

r2.3.100 release notes (#3013)

fix module level API docstring (#2869)

* correct module level api docstring

* flake8 format correction

* fix broken links

Doc content finetune (#4215)

update known issues, profiler and torch.compile doc contents.

---------

Co-authored-by: Ye Ting <ting.ye@intel.com>

fallback ipex sdpa when stride=0 (#2789)

* fallback ipex sdpa when stride=0

* add sdpa stride0 ut

Add llm finetune examples (#2755)

* init bf16 finetune lora apalca

* Update README.md

* Update README.md

* add choisce of sdpa

* rename atten choice

* use auto model

---------

Co-authored-by: Chunyuan WU <chunyuan.wu@intel.com>
Co-authored-by: Zhang, Liangang <liangang.zhang@intel.com>

Update doc layout (#3999)

* Update api_doc.rst
* Update features.rst

[rls2.3] ipex.llm submodules model level examples (#2714)

* init PR

* adding llama/gptj/opt as modelings of ipex llm modules

* refine apply call to functional

* add init

* add reasme and scripst

* refine

* add readme

* Rename README to README.md