Search Results - RepositoryStats

peft huggingface

1.7k

16.8k

apache-2.0

111

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

llm lora python adapter pytorch diffusion transformers parameter-efficient-learning

Created 2022-11-25

1,193 commits to main branch, last one 2 days ago

adapters adapter-hub

353

2.6k

apache-2.0

29

A Unified Library for Parameter-Efficient and Modular Transfer Learning

nlp bert lora pytorch adapters transformers parameter-efficient-tuning natural-language-processing parameter-efficient-learning

Created 2020-04-21

149 commits to main branch, last one 18 days ago

P-tuning-v2 THUDM

202

2.0k

apache-2.0

29

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

p-tuning prompt-tuning pretrained-language-model natural-language-processing parameter-efficient-learning

Created 2021-10-14

37 commits to main branch, last one about a year ago

OpenDelta thunlp

81

1.0k

apache-2.0

18

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

nlp nlp-library deep-learning pretrained-language-model parameter-efficient-learning

Created 2022-02-14

160 commits to main branch, last one 3 months ago

P-tuning THUDM

111

927

mit

23

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

p-tuning prompt-tuning few-shot-learning natural-language-processing pre-trained-language-models parameter-efficient-learning

Created 2021-03-18

33 commits to main branch, last one 2 years ago

CPM-Live OpenBMB

40

511

unknown

21

Live Training for Open-source Big Models

nlp deep-learning multi-task-learning pretrained-language-model natural-language-generation natural-language-processing parameter-efficient-learning natural-language-understanding

Created 2022-05-21

525 commits to master branch, last one about a year ago

Awesome-Parameter-Efficient-Transfer-Learning jianghaojun

25

392

mit

21

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

deep-learning computer-vision machine-learning transfer-learning multimodal-deep-learning parameter-efficient-tuning parameter-efficient-learning

Created 2022-12-22

66 commits to main branch, last one 2 months ago

Awesome-Multimodal-LLM HenryHZY

16

356

mit

17

Research Trends in LLM-guided Multimodal Learning.

llm multimodal instruction-tuning in-context-learning multimodal-learning large-language-models parameter-efficient-tuning parameter-efficient-learning multimodal-large-language-models

Created 2023-05-29

16 commits to main branch, last one about a year ago

awesome-adapter-resources calpt

10

180

isc

4

Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning

nlp peft awesome adapters transformers deep-learning parameter-efficient-tuning natural-language-processing parameter-efficient-learning

Created 2023-04-10

12 commits to main branch, last one 7 months ago

k-neural-api joaopauloschuler

103

134

lgpl-3.0

30

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 exampl...

keras-layer keras-models keras-examples keras-tutorial keras-tutorials keras-deep-dream keras-generators keras-tensorflow keras-deep-learning keras-visualization parameter-efficient keras-neural-network machine-learning-api keras-implementations keras-neural-networks keras-image-classifier keras-image-augmentation keras-classification-models parameter-efficient-learning

Created 2019-11-12

473 commits to master branch, last one 11 months ago

CodeUp juyongjiang

10

119

apache-2.0

9

CodeUp: A Multilingual Code Generation Llama-X Model with Parameter-Efficient Instruction-Tuning

llama2 multilingual code-generation consumer-hardware instruction-tuning parameter-efficient-learning

Created 2023-07-27

33 commits to master branch, last one 14 days ago

Speech-Prompts-Adapters ga642381

5

106

unknown

10

This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.

papers prompt speech adapter awesome-list reprogramming parameter-efficient-learning

Created 2023-03-20

14 commits to main branch, last one about a year ago

Prompt-Transferability thunlp

11

97

mit

7

On Transferability of Prompt Tuning for Natural Language Processing

nlp prompt pytorch prompt-tuning pretrained-models transfer-learning pretrained-language-model parameter-efficient-tuning pretrained-language-models parameter-efficient-learning

Created 2021-05-29

689 commits to main branch, last one 7 months ago

UniPT Paranioar

1

65

apache-2.0

1

[CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"

cross-modal transfer-learning memory-efficient-tuning memory-efficient-learning parameter-efficient-tuning parameter-efficient-learning parameter-efficient-fine-tuning

Created 2023-08-28

17 commits to main branch, last one 2 months ago

Cross-Modal-Adapter LeapLabTHU

2

55

apache-2.0

5

[arXiv] Cross-Modal Adapter for Text-Video Retrieval

clip adapter pytorch deep-learning machine-learning vision-and-language video-text-retrieval parameter-efficient-tuning parameter-efficient-learning

Created 2022-11-16

15 commits to main branch, last one 2 years ago

Adaptive-Compositional-Modules SALT-NLP

2

38

mit

2

Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"

adapter lifelong-learning continual-learning question-answering sequence-generation natural-language-processing parameter-efficient-learning

Created 2022-03-15

7 commits to main branch, last one 2 years ago

KAUST-Whisper-Adapter Srijith-rkr

2

32

unknown

4

INTERSPEECH 23 - Refunction Whisper to recognize new tasks with adapters!

automatic-speech-recognition parameter-efficient-learning

Created 2023-03-09

42 commits to main branch, last one about a year ago