peft

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

Stars

9

Forks

2

Language

Python

Last Updated

Dec 31, 2023

Similar Repos
Repo Language Stars Description Updated At
None 5 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. Apr 11, 2023
Python 3693 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. Apr 12, 2023
None 2 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. Apr 19, 2023
Python 2 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. Dec 03, 2023
Jupyter Notebook 10 This repository provides code and resources for Parameter Efficient Fine-Tuning (PEFT), a technique for improving … Oct 13, 2023
Python 4 Fine-tuning LLaMA with PEFT (SFT+RLHF) May 28, 2023
Python 5 Script for easy parameter efficient fine tuning of LLMs. Mar 12, 2023
Python 8 Official implementation for "Parameter-Efficient Fine-Tuning Design Spaces" Apr 11, 2023
None 4 Source Code for Parameter-efficient Fine-tuning for Vision Transformers Apr 11, 2023
Python 8 Minimal implementation of multiple PEFT methods for LLaMA fine-tuning Apr 26, 2023
None 2 Minimal implementation of multiple PEFT methods for LLaMA fine-tuning Apr 20, 2023
Python 326 Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调 Apr 24, 2023
None 2 Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调 Jun 09, 2023
Python 2 Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调 Jun 27, 2023
Python 12 ChatGLM-Peft-Tuning Apr 04, 2023
Python 374 LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Apr 12, 2023
Python 46 Collection of Tools and Papers related to Adapters (aka Parameter-Efficient Transfer Learning/ Fine-Tuning) Apr 25, 2023
Python 22 Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning" May 10, 2023
Python 297 A plug-and-play library for parameter-efficient-tuning (Delta Tuning) Aug 15, 2022
None 3 Efficient Hyper-parameter Tuning at Scale (VLDB'22) May 23, 2022
Jupyter Notebook 226 Implementation of "SVDiff: Compact Parameter Space for Diffusion Fine-Tuning" May 10, 2023
Jupyter Notebook 112 Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning" Apr 24, 2023
Python 43 Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning" Apr 20, 2023
Jupyter Notebook 3 Efficient Fine-tuning LLaMA Using DiffFit within 0.7M Parameters May 03, 2023
Python 125 Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning" Jun 03, 2022
Python 3 tuning hyper-parameter Nov 21, 2018
Python 88 Efficient Training (including pre-training and fine-tuning) for Big Models Aug 12, 2022
Python 7 Pytorch implementation of INTEGRATED PARAMETER-EFFICIENT TUNING FOR GENERAL-PURPOSE AUDIO MODELS Mar 30, 2023
None 2 Open Source + Multilingual MLLM + Fine-tuning + Distillation + More efficient models and learning … Mar 27, 2023
C 17 Open Source + Multilingual MLLM + Fine-tuning + Distillation + More efficient models and learning … Mar 30, 2023
None 6 PPT for Fine tuning Dec 24, 2019
Python 120 ChatGLM-6B fine-tuning. Apr 24, 2023
Python 59 chatglm-6b-fine-tuning May 24, 2023
None 6 [NAACL 2022] Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Jan 31, 2023
Jupyter Notebook 7 Contains notebooks for hyper-parameter tuning, model tuning Mar 01, 2023
None 49 Must-read Papers of Parameter Efficient Methods on Pre-trained Models (Delta Tuning). Aug 15, 2022
Python 285 LLM Tuning with PEFT (SFT+RM+PPO+DPO with LoRA) Jan 19, 2024
Python 6 The official fine-tuning code for DropTrack May 27, 2023
Python 24 PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models May 24, 2022
R 210 Tools for tidy parameter tuning Sep 29, 2022
PHP 11 Fine tuning WordPress Content Access Oct 02, 2022
Python 87 TorToiSe fine-tuning with DLAS May 03, 2023
Python 2 TorToiSe fine-tuning with DLAS Jul 04, 2023
Python 45 llama fine-tuning with lora Jul 18, 2023
Python 164 Fine-tuning LLMs using QLoRA Jan 17, 2024
TypeScript 312 LLM fine-tuning and eval Jan 17, 2024
Python 8 Source code for EMNLP2022 long paper: Parameter-Efficient Tuning Makes a Good Classification Head Apr 22, 2023
Python 143 PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning" May 24, 2023
R 108 Tools for creating tuning parameter values Apr 04, 2023
TeX 3 Blender/Bullet automatic parameter tuning/learning. Feb 02, 2022