parameter-efficient-learning
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🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
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Nov 21, 2025 - Python
A Unified Library for Parameter-Efficient and Modular Transfer Learning
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Oct 12, 2025 - Python
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
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Nov 16, 2023 - Python
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
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Sep 19, 2024 - Python
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
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Oct 6, 2022 - Python
Live Training for Open-source Big Models
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May 30, 2023 - Python
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
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Sep 26, 2024
Research Trends in LLM-guided Multimodal Learning.
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Oct 17, 2023
Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning
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May 4, 2024 - Python
[Pattern Recognition 2025] Cross-Modal Adapter for Vision-Language Retrieval
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Aug 17, 2025 - Python
K-CAI NEURAL API - Keras based neural network API that will allow you to create parameter-efficient, memory-efficient, flops-efficient multipath models with new layer types. There are plenty of examples and documentation.
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Aug 16, 2024 - Python
CodeUp: A Multilingual Code Generation Llama-X Model with Parameter-Efficient Instruction-Tuning
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Dec 25, 2024 - Python
This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.
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Aug 4, 2023
On Transferability of Prompt Tuning for Natural Language Processing
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May 3, 2024 - Python
[CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"
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Oct 15, 2024 - Python
INTERSPEECH 23 - Refunction Whisper to recognize new tasks with adapters!
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Sep 11, 2023 - Python
Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"
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Apr 4, 2022 - Python
[EMNLP'25 main] Official Implementation of ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt
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Nov 4, 2025 - Python
Code for EACL'23 paper "Udapter: Efficient Domain Adaptation Using Adapters"
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Feb 28, 2023 - Python
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
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Apr 15, 2022 - Python
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