thunlp / OpenDeltaLinks
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
☆1,037Updated last year
Alternatives and similar repositories for OpenDelta
Users that are interested in OpenDelta are comparing it to the libraries listed below
Sorting:
- A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.☆935Updated 3 years ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆949Updated last year
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,060Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,201Updated last year
- Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.☆285Updated 2 years ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,615Updated 2 years ago
- [NIPS2023] RRHF & Wombat☆811Updated 2 years ago
- ☆922Updated last year
- Paper List for In-context Learning 🌷☆867Updated last year
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆541Updated 3 years ago
- Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo☆1,081Updated last year
- ☆908Updated last year
- ☆460Updated last year
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,052Updated 3 weeks ago
- Efficient Training (including pre-training and fine-tuning) for Big Models☆611Updated last month
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆284Updated 2 years ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆770Updated 2 years ago
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,771Updated last year
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆503Updated last year
- ☆765Updated last year
- Papers & Works for large languange models (OpenAI GPT-4, Meta Llama, etc.).☆318Updated 5 months ago
- Resource, Evaluation and Detection Papers for ChatGPT☆456Updated last year
- Efficient, Low-Resource, Distributed transformer implementation based on BMTrain☆263Updated last year
- Collaborative Training of Large Language Models in an Efficient Way☆414Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆995Updated 10 months ago
- A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.☆315Updated 2 years ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,574Updated 4 months ago
- Secrets of RLHF in Large Language Models Part I: PPO☆1,399Updated last year
- Efficient Inference for Big Models☆588Updated 2 years ago
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆575Updated 2 years ago