gmkim-ai/PromptKD

An official implementation of "PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning" (EMNLP 2024 Findings) in PyTorch.

28
/ 100
Experimental

No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 5 / 25
Maturity 9 / 25
Community 14 / 25

How are scores calculated?

Stars

13

Forks

3

Language

Python

License

MIT

Category

knowledge-distillation-frameworks

Last pushed

Nov 28, 2024

Commits (30d)

0

GitHub
Knowledge Distillation Frameworks · 7 tools

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/gmkim-ai/PromptKD"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

google-research/prompt-tuning

Original Implementation of Prompt Tuning from Lester, et al, 2021

43

thunlp/PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

38

ZhangYuanhan-AI/NOAH

[TPAMI] Searching prompt modules for parameter-efficient transfer learning.

37

zhengzangw/DoPrompt

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

33

Hzfinfdu/MPMP

ACL'2023: Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning

30

Explore Prompt Engineering Tools

All categories Trending Prompt Engineering directory Insights