[NLP] LLM efficient fine-tuning (PEFT)--LoRA - Code World

[NLP] LLM efficient fine-tuning (PEFT)--LoRA

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Origin blog.csdn.net/zwqjoy/article/details/131995503

[NLP] LLM efficient fine-tuning (PEFT)--LoRA

LLMs PEFT技术1：LoRA Parameter efficient fine-tuning PEFT techniques 1: LoRA Low rank Adaptation

Large language model fine-tuning and PEFT efficient fine-tuning

QLoRA: Efficient fine-tuning strategies and practices for quantitative LLM

Efficient fine-tuning of large models - introduction to the PEFT framework

PEFT fine-tuning

LoRA fine-tuning

[Natural Language Processing] Efficient fine-tuning of large models: PEFT use cases

LLMs Parameter efficient fine-tuning PEFT techniques 2: Soft prompts

LLM-Project Detailed Explanation-Chinese-LLaMA-AIpaca (1): LLM+LoRa fine-tuning acceleration technology principle and PEFT-based hands-on practice: some thoughts and a complete case of mt0-large+lora

LoRA, AdaLoRA, QLoRA, a review of the principle of efficient fine-tuning technology for large model parameters

Under the overview of efficient fine-tuning of large models: DiffPruning, BitFit, LoRa, AdaLoRA, MAM Adapters, UniPELT

Simple understanding of LoRA (Low-Rank Adaptation) in efficient fine-tuning of large model parameters

【LLM】Financial large model scene and large model Lora fine-tuning practice

[NLP] Fine-tuning tutorial based on llama model using Alpaca-Lora

Lightweight fine-tuning Parameter-Efficient Fine-Tuning

Fine-tuning of sd and fine-tuning of lora in diffusers

Efficient fine-tuning technology for large models

Fine-tuning LLM with a single GPU

Summary of LLM model fine-tuning methods

LLM - SFT workflow fine-tuning workflow

LLM FAQ (Fine-tuning section)

NLP large model fine-tuning principle

Fine-tuning a pretrained NLP model

Practical application of large models 10 - Detailed explanation of large model domain knowledge and parameter efficient fine-tuning (PEFT) technology, and use PEFT to train your own large models

Peft library combat (3): Lora fine-tuning mt0/bloom (GPT generation)

Hand-written deep learning (21): Fine-tuning Stable Diffusion with PEFT LoRA

[NLP] Эффективная тонкая настройка LLM (PEFT) — LoRA

Fine-tuning SDXL 0.9 with Dreambooth LoRA

Fine-tuning of Stable Diffusion based on LoRA

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