Ankit Kumararre-ankit.hashnode.dev·Dec 12, 2024Train Your Flux LoRA Model for Free 🚀Why should your train your own Flux LoRA? Generate Output like these 🤯 Prompt: superman ankit LoRA (Low-Rank Adaptation) LoRA is a technique designed to fine-tune large machine learning models efficiently by updating only a small number of para...LoRA
Carlos Alarcónblog.carlos-alarcon.com·Nov 12, 2024Creación de Avatares y Personajes personalizados con IA en FreepikLa generación de avatares y personajes únicos con IA está revolucionando múltiples industrias, desde el entretenimiento hasta el marketing digital. En este artículo, exploramos cómo esta tecnología permite crear personajes altamente personalizables u...1 like·368 readsFlux
Fotie M. Constantblog.fotiecodes.com·Oct 8, 2024LoRA and QLoRA: Simple Fine-Tuning Techniques ExplainedFine-tuning large language models (LLMs) can be resource-intensive, requiring immense computational power. LoRA (Low-Rank Adaptation) and QLoRA (Quantized Low-Rank Adaptation) offer efficient alternatives for training these models while using fewer r...138 readsLoRA
Taehyeong Leejsonobject.hashnode.dev·Oct 4, 2024Super Easy Guide to Train FLUX LoRA with FluxGymIntroduction to FluxGym FluxGym is an open-source Web UI that helps create LoRA, a partial fine-tuning piece of the FLUX base model. It allows users to quickly and intuitively generate desired LoRA without knowing the complex background configuratio...1 like·1.2K readsFluxGym
Sai Chowdary Gullapallymlrad.io·Sep 14, 2024Research Vignette: Exploring LORAResearch Vignettes are short articles where I summarize the key ideas of a research paper in a simple and easy-to-follow manner. arxiv link for the paper Suggested Pre-Readings: To understand this paper, you need to be familiar with the concepts of v...llm
Mehul Pardeshimehulpardeshi.hashnode.dev·Sep 6, 2024Low-Rank Adaptation (LoRA)Hey there! I’ve been diving deep into the world of AI and machine learning recently, and today I wanted to share something exciting that I’ve been exploring—Low-Rank Adaptation, or LoRA for short. It’s one of those innovations that, while sounding a ...11 likes·32 readsLoRA
RJ Honickylearning-exhaust.hashnode.dev·Aug 11, 2024Is it the model or the data that's low rank?I mentioned this little bit of analysis that I recently did during the Latent Space Paper Club, and got a lot of positive feedback, so I did a quick writeup. The recently released Apple Intelligence Foundation Language Models paper has spark a lot of...1 like·97 readsquantization
Adhil Roshanadhilroshan.hashnode.dev·Jul 14, 2024Introducing LoRA-Guard: A Breakthrough in AI Content ModerationSamsung Researchers Unveil a Parameter-Efficient Guardrail Adaptation Method In the rapidly evolving field of artificial intelligence, Large Language Models (LLMs) have shown extraordinary proficiency in generating human-like text. However, this abil...69 readstoxicchat
Sunil Ghanchisunilghanchi.hashnode.dev·Jul 2, 2024Maximize Language Model Efficiency: Finetuning with LoRA, PEFT, and MoreIntroduction: The Transformative World of Fine-Tuning In the ever-evolving landscape of artificial intelligence, finetuning pre-trained language models has emerged as a crucial technique to tailor models for specific tasks, optimize performance, and ...29 readsArtificial Intelligence
Lukaslukasnotes.dk·May 26, 2024Fine tune Llama 70B using Unsloth, LoRA & Modal as easy as OpenAI ChatGPTIntro I came across Modal last summer when I was on a self-inspired mission to run BLOOM 176B model as an open-source competition to ChatGPT. The guys at modal were amazing and after several days of tinkering after my work, I got it up using 6 GPUs s...1 like·223 readsunsloth
