GitLab

* update kontext examples

* update tests

* add tests for kontext

* remove the warning of txt_ids and img_ids

* chore: add kontext to be synced from hf to ms

* add kontext demo

* make linter happy

* style: make linter happy

* update docs

* reset_lora is buggy

* fix: fix the LoRA reset

* test: add a test for lora reset

* chore: remove the debug script

* style: make linter happy

* test: enable cpu offloading for the lora reset test

* test: fix the tests

* test: fix the tests

Co-authored-by: Zhekai Zhang <sxtyzhangzk@gmail.com>
Co-authored-by: Muyang Li <lmxyy1999@foxmail.com>
Co-authored-by: Yujun Lin <16437040+synxlin@users.noreply.github.com>