PEFT (Papers) - a CKeibel Collection

CKeibel 's Collections

Speech2Text (ASR)

Seq2Seq

diffusion models

Text-Classification

Data

Causal LMs, seq2seq models

Embedding models

NER

BERT based tasks (models)

PEFT (Papers)

updated Feb 26, 2024

The Power of Scale for Parameter-Efficient Prompt Tuning

Paper • 2104.08691 • Published Apr 18, 2021 • 10
QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 54
A Closer Look at the Limitations of Instruction Tuning

Paper • 2402.05119 • Published Feb 3, 2024 • 5