This is a small patch release of PEFT that should handle:

• Issues with loading multiple adapters when using quantized models (#1243)
• Issues with transformers v4.36 and some prompt learning methods (#1252)

What's Changed

• [docs] OFT by @stevhliu in https://github.com/huggingface/peft/pull/1221
• Bump version to 0.7.1.dev0 post release by @BenjaminBossan in https://github.com/huggingface/peft/pull/1227
• Don't set config attribute on custom models by @BenjaminBossan in https://github.com/huggingface/peft/pull/1200
• TST: Run regression test in nightly test runner by @BenjaminBossan in https://github.com/huggingface/peft/pull/1233
• Lazy import of bitsandbytes by @BenjaminBossan in https://github.com/huggingface/peft/pull/1230
• FIX: Pin bitsandbytes to <0.41.3 temporarily by @BenjaminBossan in https://github.com/huggingface/peft/pull/1234
• [docs] PeftConfig and PeftModel by @stevhliu in https://github.com/huggingface/peft/pull/1211
• TST: Add tolerance for regression tests by @BenjaminBossan in https://github.com/huggingface/peft/pull/1241
• Bnb integration test tweaks by @Titus-von-Koeller in https://github.com/huggingface/peft/pull/1242
• [docs] PEFT integrations by @stevhliu in https://github.com/huggingface/peft/pull/1224
• Revert "FIX Pin bitsandbytes to <0.41.3 temporarily (#1234)" by @Titus-von-Koeller in https://github.com/huggingface/peft/pull/1250
• Fix model argument issue (#1198) by @ngocbh in https://github.com/huggingface/peft/pull/1205
• TST: Add tests for 4bit LoftQ by @BenjaminBossan in https://github.com/huggingface/peft/pull/1208
• [docs] Quantization by @stevhliu in https://github.com/huggingface/peft/pull/1236
• FIX: Truncate slack message to not exceed 3000 chars by @BenjaminBossan in https://github.com/huggingface/peft/pull/1251
• Issue with transformers 4.36 by @BenjaminBossan in https://github.com/huggingface/peft/pull/1252
• Fix: Multiple adapters with bnb layers by @BenjaminBossan in https://github.com/huggingface/peft/pull/1243
• Release: 0.7.1 by @BenjaminBossan in https://github.com/huggingface/peft/pull/1257

New Contributors

• @Titus-von-Koeller made their first contribution in https://github.com/huggingface/peft/pull/1242
• @ngocbh made their first contribution in https://github.com/huggingface/peft/pull/1205

Full Changelog: https://github.com/huggingface/peft/compare/v0.7.0...v0.7.1