* Update README.md by sayakpaul in https://github.com/huggingface/peft/pull/72
* Fixed typo in Readme by Muhtasham in https://github.com/huggingface/peft/pull/73
* Update README.md by pacman100 in https://github.com/huggingface/peft/pull/77
* convert prompt tuning vocab to fp32 by mayank31398 in https://github.com/huggingface/peft/pull/68
* [`core`] add `prepare_model_for_training` by younesbelkada in https://github.com/huggingface/peft/pull/85
* [`bnb`] add flan-t5 example by younesbelkada in https://github.com/huggingface/peft/pull/86
* making `prepare_model_for_training` flexible by pacman100 in https://github.com/huggingface/peft/pull/90
* adding whisper large peft+int8 training example by pacman100 in https://github.com/huggingface/peft/pull/95
* making `bnb` optional by pacman100 in https://github.com/huggingface/peft/pull/97
* add support for regex target modules in lora by pacman100 in https://github.com/huggingface/peft/pull/104
* [`core`] Some changes with `prepare_model_for_training` & few fixes by younesbelkada in https://github.com/huggingface/peft/pull/105
* Fix typo by mrm8488 in https://github.com/huggingface/peft/pull/107
* add disable adapter context manager by pacman100 in https://github.com/huggingface/peft/pull/106
* add `EleutherAI/gpt-neox-20b` to support matrix by pacman100 in https://github.com/huggingface/peft/pull/109
* fix merging lora weights for inference by pacman100 in https://github.com/huggingface/peft/pull/117
* [`core`] Fix autocast issue by younesbelkada in https://github.com/huggingface/peft/pull/121
* fixes `prepare_for_int8_training` by pacman100 in https://github.com/huggingface/peft/pull/127
* issue126: torch.load device issue. by gabinguo in https://github.com/huggingface/peft/pull/134
* fix: count params when zero init'd by zanussbaum in https://github.com/huggingface/peft/pull/140
* chore: update `pyproject.toml` by SauravMaheshkar in https://github.com/huggingface/peft/pull/125
* support option for encoder only prompts by mayank31398 in https://github.com/huggingface/peft/pull/150
* minor fixes to the examples by pacman100 in https://github.com/huggingface/peft/pull/149
* Add local saving for whisper largev2 example notebook by alvanli in https://github.com/huggingface/peft/pull/163
* fix count by dumpmemory in https://github.com/huggingface/peft/pull/162
* Add Prefix Tuning citation by zphang in https://github.com/huggingface/peft/pull/159
* lora fixes and adding 8bitMegredLinear lora by pacman100 in https://github.com/huggingface/peft/pull/157
* Update README.md by pacman100 in https://github.com/huggingface/peft/pull/164
* minor changes by pacman100 in https://github.com/huggingface/peft/pull/165
New Contributors
* Muhtasham made their first contribution in https://github.com/huggingface/peft/pull/73
* mayank31398 made their first contribution in https://github.com/huggingface/peft/pull/68
* mrm8488 made their first contribution in https://github.com/huggingface/peft/pull/107
* gabinguo made their first contribution in https://github.com/huggingface/peft/pull/134
* zanussbaum made their first contribution in https://github.com/huggingface/peft/pull/140
* SauravMaheshkar made their first contribution in https://github.com/huggingface/peft/pull/125
* alvanli made their first contribution in https://github.com/huggingface/peft/pull/163
* dumpmemory made their first contribution in https://github.com/huggingface/peft/pull/162
* zphang made their first contribution in https://github.com/huggingface/peft/pull/159
Significant community contributions
The following contributors have made significant changes to the library over the last release:
* mayank31398
* Prompt Tuning method enhancements and fixes (68, 150)
**Full Changelog**: https://github.com/huggingface/peft/compare/v0.1.0...v0.2.0