Projects in Awesome Lists tagged with parameter-efficient-learning
A curated list of projects in awesome lists tagged with parameter-efficient-learning .
https://github.com/huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
adapter diffusion llm lora parameter-efficient-learning python pytorch transformers
Last synced: 12 May 2025
https://github.com/adapter-hub/adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
adapters bert lora natural-language-processing nlp parameter-efficient-learning parameter-efficient-tuning pytorch transformers
Last synced: 14 Dec 2025
https://github.com/THUDM/P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
natural-language-processing p-tuning parameter-efficient-learning pretrained-language-model prompt-tuning
Last synced: 14 Mar 2025
https://github.com/thudm/p-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
natural-language-processing p-tuning parameter-efficient-learning pretrained-language-model prompt-tuning
Last synced: 15 May 2025
https://github.com/thunlp/opendelta
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
deep-learning nlp nlp-library parameter-efficient-learning pretrained-language-model
Last synced: 15 May 2025
https://github.com/thunlp/OpenDelta
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
deep-learning nlp nlp-library parameter-efficient-learning pretrained-language-model
Last synced: 09 May 2025
https://github.com/thudm/p-tuning
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
few-shot-learning natural-language-processing p-tuning parameter-efficient-learning pre-trained-language-models prompt-tuning
Last synced: 13 Apr 2025
https://github.com/THUDM/P-tuning
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
few-shot-learning natural-language-processing p-tuning parameter-efficient-learning pre-trained-language-models prompt-tuning
Last synced: 19 Aug 2025
https://github.com/OpenBMB/CPM-Live
Live Training for Open-source Big Models
deep-learning multi-task-learning natural-language-generation natural-language-processing natural-language-understanding nlp parameter-efficient-learning pretrained-language-model
Last synced: 22 Jul 2025
https://github.com/joaopauloschuler/k-neural-api
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.
keras-classification-models keras-deep-dream keras-deep-learning keras-examples keras-generators keras-image-augmentation keras-image-classifier keras-implementations keras-layer keras-models keras-neural-network keras-neural-networks keras-tensorflow keras-tutorial keras-tutorials keras-visualization machine-learning-api parameter-efficient parameter-efficient-learning
Last synced: 14 Jan 2026
https://github.com/thunlp/Prompt-Transferability
On Transferability of Prompt Tuning for Natural Language Processing
nlp parameter-efficient-learning parameter-efficient-tuning pretrained-language-model pretrained-language-models pretrained-models prompt prompt-tuning pytorch transfer-learning
Last synced: 21 Jun 2025
https://github.com/thunlp/prompt-transferability
On Transferability of Prompt Tuning for Natural Language Processing
nlp parameter-efficient-learning parameter-efficient-tuning pretrained-language-model pretrained-language-models pretrained-models prompt prompt-tuning pytorch transfer-learning
Last synced: 25 Apr 2025
https://github.com/SALT-NLP/Adaptive-Compositional-Modules
Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"
adapter continual-learning lifelong-learning natural-language-processing parameter-efficient-learning question-answering sequence-generation
Last synced: 08 May 2025
https://github.com/declare-lab/domadapter
Code for EACL'23 paper "Udapter: Efficient Domain Adaptation Using Adapters"
adapters domain-adaptation parameter-efficient-learning parameter-efficient-tuning
Last synced: 14 Apr 2025
