jxhe / unify-parameter-efficient-tuning
Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)
β522Updated 2 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.β281Updated last year
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"β234Updated 2 years ago
- Paper List for In-context Learning π·β176Updated last year
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).β291Updated last year
- Paper List for In-context Learning π·β836Updated 4 months ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.β397Updated 4 months ago
- [MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big modelsβ286Updated this week
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)β1,013Updated 5 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignmentβ284Updated 9 months ago
- β346Updated 3 years ago
- β163Updated 7 months ago
- A paper list about diffusion models for natural language processing.β181Updated last year
- A curated reading list of research in Mixture-of-Experts(MoE).β585Updated 3 months ago
- Recent Advances in Vision and Language Pre-training (VLP)β292Updated last year
- A Survey on multimodal learning research.β320Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuningβ412Updated 4 months ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generationβ910Updated 9 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).β760Updated last year
- Research Trends in LLM-guided Multimodal Learning.β357Updated last year
- ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Modelsβ301Updated last year
- β164Updated 7 months ago
- ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Modelβ¦β265Updated 2 years ago
- Paper collections of retrieval-based (augmented) language model.β231Updated 8 months ago
- β152Updated 3 years ago
- Must-read Papers on Large Language Model (LLM) Continual Learningβ141Updated last year
- β396Updated 3 years ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learningβ161Updated last year
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or lβ¦β277Updated last year
- [NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generationβ469Updated 11 months ago
- Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuningβ185Updated 9 months ago