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LoRA

LoRA

#lora

3 followers·17 articles

LoRA

#lora·3 followers·17 articles

LoRA

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Nov 05, 2024·

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Carlos Alarcón

Carlos Alarcón

blog.carlos-alarcon.com·Nov 12, 2024

Nov 12, 2024

Creación de Avatares y Personajes personalizados con IA en Freepik

La 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...

Creación de Avatares y Personajes personalizados con IA en Freepik

Discuss·1 like·315 reads

Fotie M. Constant

Fotie M. Constant

blog.fotiecodes.com·Oct 08, 2024

Oct 08, 2024

LoRA and QLoRA: Simple Fine-Tuning Techniques Explained

Fine-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...

LoRA and QLoRA: Simple Fine-Tuning Techniques Explained

Discuss·78 reads

Taehyeong Lee

jsonobject.hashnode.dev·Oct 04, 2024

Oct 04, 2024

Super Easy Guide to Train FLUX LoRA with FluxGym

Introduction 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...

Super Easy Guide to Train FLUX LoRA with FluxGym

Discuss·1 like·841 reads

Sai Chowdary Gullapally

Sai Chowdary Gullapally

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mlrad.io·Sep 14, 2024

Sep 14, 2024

Research Vignette: Exploring LORA

Research 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...

Research Vignette: Exploring LORA

Discuss·12 reads

Mehul Pardeshi

mehulpardeshi.hashnode.dev·Sep 06, 2024

Sep 06, 2024

Low-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 ...

Low-Rank Adaptation (LoRA)

Discuss·11 likes·32 reads

RJ Honicky

learning-exhaust.hashnode.dev·Aug 11, 2024

Aug 11, 2024

Is 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...

Is it the model or the data that's low rank?

Discuss·1 like·95 reads

Adhil Roshan

adhilroshan.hashnode.dev·Jul 14, 2024

Jul 14, 2024

Introducing LoRA-Guard: A Breakthrough in AI Content Moderation

Samsung 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...

Introducing LoRA-Guard: A Breakthrough in AI Content Moderation

Discuss·68 reads

Sunil Ghanchi

sunilghanchi.hashnode.dev·Jul 02, 2024

Jul 02, 2024

Maximize Language Model Efficiency: Finetuning with LoRA, PEFT, and More

Introduction: 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 ...

Maximize Language Model Efficiency: Finetuning with LoRA, PEFT, and More

Discuss·27 reads

Artificial Intelligence

Lukas

lukasnotes.dk·May 26, 2024

May 26, 2024

Fine tune Llama 70B using Unsloth, LoRA & Modal as easy as OpenAI ChatGPT

Intro 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...

Fine tune Llama 70B using Unsloth, LoRA & Modal as easy as OpenAI ChatGPT

Discuss·1 like·157 reads

NovitaAI

novita.hashnode.dev·Apr 15, 2024

Apr 15, 2024

Tips for optimizing LLMs with LoRA (Low-Rank Adaptation)

Key Highlights LoRA (Low-Rank Adapt) is a technique that allows for efficient fine-tuning of large language models (LLMs). By using lower-rank matrices, LoRA reduces the number of trainable parameters and computational resources required for fine-t...

Tips for optimizing LLMs with LoRA (Low-Rank Adaptation)

Discuss·5 reads

Artificial Intelligence