jxhe / unify-parameter-efficient-tuning
Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)
☆516Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for unify-parameter-efficient-tuning
- Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.☆277Updated last year
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"☆232Updated last year
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆275Updated last year
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆998Updated 2 months ago
- [MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models☆279Updated 3 weeks ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆896Updated 6 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆230Updated 6 months ago
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆459Updated 7 months ago
- Paper List for In-context Learning 🌷☆818Updated last month
- A paper list about diffusion models for natural language processing.☆174Updated last year
- ☆340Updated 3 years ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆391Updated last month
- Paper List for In-context Learning 🌷☆171Updated 9 months ago
- Recent Advances in Vision and Language Pre-training (VLP)☆288Updated last year
- ☆147Updated 4 months ago
- A Survey on multimodal learning research.☆315Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆153Updated 9 months ago
- ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Model…☆260Updated 2 years ago
- A curated reading list of research in Mixture-of-Experts(MoE).☆538Updated 3 weeks ago
- ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models☆296Updated 9 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆374Updated last month
- Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning☆176Updated 6 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆306Updated 10 months ago
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,079Updated 8 months ago
- Rotary Transformer☆822Updated 2 years ago
- ☆163Updated 3 months ago
- The official site of paper MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation☆190Updated last year
- Paper collections of retrieval-based (augmented) language model.☆230Updated 5 months ago
- 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 …☆941Updated 2 months ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆134Updated last year