jxhe / unify-parameter-efficient-tuning
Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)
☆523Updated 3 years ago
Alternatives and similar repositories for unify-parameter-efficient-tuning:
Users that are interested in unify-parameter-efficient-tuning are comparing it to the libraries listed below
- Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.☆281Updated last year
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"☆234Updated 2 years ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆309Updated last year
- Paper List for In-context Learning 🌷☆179Updated last year
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,021Updated 6 months ago
- [MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models☆286Updated last month
- Paper List for In-context Learning 🌷☆849Updated 5 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆311Updated 10 months ago
- A paper list about diffusion models for natural language processing.☆182Updated last year
- ☆488Updated last year
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆400Updated 6 months ago
- ☆170Updated 8 months ago
- Recent Advances in Vision and Language Pre-training (VLP)☆293Updated last year
- ☆345Updated 3 years ago
- ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Model…☆267Updated 2 years ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆917Updated 11 months ago
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,141Updated last year
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆486Updated 11 months ago
- ☆875Updated 10 months ago
- Paper collections of retrieval-based (augmented) language model.☆232Updated 10 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆161Updated last year
- METER: A Multimodal End-to-end TransformER Framework☆368Updated 2 years ago
- A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.☆929Updated 2 years ago
- ☆117Updated last year
- ☆168Updated 8 months ago
- RoFormer V1 & V2 pytorch☆491Updated 2 years ago
- A Survey on multimodal learning research.☆322Updated last year
- [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408☆196Updated last year
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆262Updated last year
- ☆182Updated 5 months ago