peft-fine-tuning-llm
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Practical course about Large Language Models.
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Dec 8, 2025 - Jupyter Notebook
Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"
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Oct 5, 2025 - Jupyter Notebook
[SIGIR'24] The official implementation code of MOELoRA.
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Jul 22, 2024 - Python
Repo for Qwen Image Finetune
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Dec 11, 2025 - Jupyter Notebook
An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT
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Mar 11, 2025 - Python
Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
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Apr 28, 2024
Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"
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Aug 25, 2024 - Python
【AIGC 实战入门笔记 —— AIGC 摩天大楼】分享 大语言模型（LLMs），大模型高效微调（SFT）,检索增强生成（RAG），智能体（Agent），PPT自动生成, 角色扮演，文生图（Stable Diffusion） ，图像文字识别（OCR），语音识别（ASR），语音合成（TTS），人像分割（SA），多模态（VLM），Ai 换脸(Face Swapping), 文生视频(VD)，图生视频（SVD），Ai 动作迁移，Ai 虚拟试衣，数字人，全模态理解（Omni），Ai音乐生成 干货学习 等 实战与经验。
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Apr 26, 2025
[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
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Jun 4, 2024 - Python
Official code implemtation of paper AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
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Sep 23, 2024 - Python
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model
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Apr 27, 2024 - Python
memory-efficient fine-tuning; support 24G GPU memory fine-tuning 7B
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May 26, 2024 - Python
[ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.
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Jun 19, 2025 - Python
AI Community Tutorial, including: LoRA/Qlora LLM fine-tuning, Training GPT-2 from scratch, Generative Model Architecture, Content safety and control implementation, Model distillation techniques, Dreambooth techniques, Transfer learning, etc for practice with real project!
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Dec 23, 2024 - Jupyter Notebook
An ultra-lightweight neural machine translation model fine-tuned specifically for Persian-to-English tasks, leveraging efficient PEFT (LoRA) techniques to deliver strong performance while staying fast and highly resource-efficient for real-world deployment.
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Dec 7, 2025 - Jupyter Notebook
High Quality Image Generation Model - Powered with NVIDIA A100
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Jul 27, 2024 - Python
A Python library for efficient and flexible cycle-consistency training of transformer models via iteratie back-translation. Memory and compute efficient techniques such as PEFT adapter switching allow for 7.5x larger models to be trained on the same hardware.
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Jan 13, 2025 - Python
Addestra il tuo Mini Language Model!
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Oct 1, 2025 - Jupyter Notebook
Mistral and Mixtral (MoE) from scratch
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May 27, 2024 - Python
A no-code toolkit to finetune LLMs on your local GPU—just upload data, pick a task, and deploy later. Perfect for hackathons or prototyping, with automatic hardware detection and a guided React interface.
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Nov 26, 2025 - Python
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