Prefix-Tuning: Optimizing Continuous Prompts for Generation
☆961Apr 26, 2024Updated last year
Alternatives and similar repositories for PrefixTuning
Users that are interested in PrefixTuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.☆938Oct 6, 2022Updated 3 years ago
- ☆350Aug 8, 2021Updated 4 years ago
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,076Nov 16, 2023Updated 2 years ago
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆697Mar 6, 2025Updated last year
- ☆90Mar 29, 2024Updated last year
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,297Jul 17, 2023Updated 2 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆729Aug 29, 2022Updated 3 years ago
- An Open-Source Framework for Prompt-Learning.☆4,843Jul 16, 2024Updated last year
- ☆89Sep 7, 2022Updated 3 years ago
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆543Mar 24, 2022Updated 3 years ago
- Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"☆166Sep 8, 2021Updated 4 years ago
- [EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models☆569Aug 22, 2023Updated 2 years ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,626Jun 12, 2023Updated 2 years ago
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,804Updated this week
- AutoPrompt: Automatic Prompt Construction for Masked Language Models.☆640Aug 24, 2024Updated last year
- ☆26Aug 14, 2022Updated 3 years ago
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆168Oct 7, 2022Updated 3 years ago
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,041Sep 19, 2024Updated last year
- Dataset for NAACL 2021 paper: "DART: Open-Domain Structured Data Record to Text Generation"☆157Nov 21, 2022Updated 3 years ago
- Official Code for "PPT: Pre-trained Prompt Tuning for Few-shot Learning". ACL 2022☆110Aug 10, 2022Updated 3 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,643Oct 16, 2024Updated last year
- P-tuning方法在中文上的简单实验☆140Apr 8, 2021Updated 4 years ago
- Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"☆58Jun 27, 2022Updated 3 years ago
- [NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation☆475Mar 7, 2024Updated 2 years ago
- Diffusion-LM☆1,230Aug 8, 2024Updated last year
- ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Model…☆271Nov 8, 2022Updated 3 years ago
- Prompt tuning toolkit for GPT-2 and GPT-Neo☆90Sep 27, 2021Updated 4 years ago
- Expanding natural instructions☆1,037Dec 11, 2023Updated 2 years ago
- Fusion-in-Decoder☆592Oct 4, 2023Updated 2 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,587Mar 27, 2023Updated 2 years ago
- Prompt Tuning with Rules☆163Sep 4, 2022Updated 3 years ago
- E2E NLG Challenge Evaluation metrics☆93Aug 17, 2020Updated 5 years ago
- Toolkit for creating, sharing and using natural language prompts.☆3,007Oct 23, 2023Updated 2 years ago
- ☆399Oct 12, 2021Updated 4 years ago
- Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.☆1,153Feb 20, 2024Updated 2 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆152Jun 10, 2022Updated 3 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,864Apr 6, 2023Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,841Updated this week
- BARTScore: Evaluating Generated Text as Text Generation☆367Jun 27, 2022Updated 3 years ago