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Discover the best community collections!

Collections including paper arxiv:2309.15223

Combining Modular Skills in Multitask Learning

Paper • 2202.13914 • Published Feb 28, 2022 • 4
The Power of Scale for Parameter-Efficient Prompt Tuning

Paper • 2104.08691 • Published Apr 18, 2021 • 9
Prefix-Tuning: Optimizing Continuous Prompts for Generation

Paper • 2101.00190 • Published Jan 1, 2021 • 6
GPT Understands, Too

Paper • 2103.10385 • Published Mar 18, 2021 • 8

A collection of methods that have been implemented in the 🤗 PEFT library

Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Paper • 2303.10512 • Published Mar 18, 2023
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

Paper • 2205.05638 • Published May 11, 2022 • 3
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Paper • 2303.16199 • Published Mar 28, 2023 • 4
FedPara: Low-Rank Hadamard Product for Communication-Efficient Federated Learning

Paper • 2108.06098 • Published Aug 13, 2021 • 2

Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition

Paper • 2309.15223 • Published Sep 26, 2023 • 19
utter-project/mHuBERT-147

Feature Extraction • Updated Sep 13 • 8.89k • 68

Advanced and Recent Papers

Advanced and recent papers about deep learning. Please send your recommend paper to email: [email protected]

AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models

Paper • 2309.16414 • Published Sep 28, 2023 • 19
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model

Paper • 2309.13018 • Published Sep 22, 2023 • 9
Robust Speech Recognition via Large-Scale Weak Supervision

Paper • 2212.04356 • Published Dec 6, 2022 • 23
Language models in molecular discovery

Paper • 2309.16235 • Published Sep 28, 2023 • 10

Agents: An Open-source Framework for Autonomous Language Agents

Paper • 2309.07870 • Published Sep 14, 2023 • 42
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Paper • 2309.07430 • Published Sep 14, 2023 • 27
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 52
Investigating Answerability of LLMs for Long-Form Question Answering

Paper • 2309.08210 • Published Sep 15, 2023 • 12

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