article thumbnail

Large Language Models: A Self-Study Roadmap

Flipboard

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 7, 2025 in Language Models Image by Author | Canva Large language models are a big step forward in artificial intelligence. Step 3: Specializing in Large Language Models With the basics in place, it’s time to focus specifically on LLMs.

article thumbnail

Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – Part 2

Flipboard

In Part 1 of this series, we introduced Amazon SageMaker Fast Model Loader , a new capability in Amazon SageMaker that significantly reduces the time required to deploy and scale large language models (LLMs) for inference. 70B model with the model name meta-textgeneration-llama-3-1-70b in Amazon SageMaker JumpStart.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

On Device Llama 3.1 with Core ML

Machine Learning Research at Apple

Many app developers are interested in building on device experiences that integrate increasingly capable large language models (LLMs).

ML 135
article thumbnail

SepLLM: A Practical AI Approach to Efficient Sparse Attention in Large Language Models

Marktechpost

Large Language Models (LLMs) have shown remarkable capabilities across diverse natural language processing tasks, from generating text to contextual reasoning. Dont Forget to join our 60k+ ML SubReddit. However, their efficiency is often hampered by the quadratic complexity of the self-attention mechanism.

article thumbnail

Mini-InternVL: A Series of Multimodal Large Language Models (MLLMs) 1B to 4B, Achieving 90% of the Performance with Only 5% of the Parameters

Marktechpost

Multimodal large language models (MLLMs) rapidly evolve in artificial intelligence, integrating vision and language processing to enhance comprehension and interaction across diverse data types. Check out the Paper and Model Card on Hugging Face. Don’t Forget to join our 55k+ ML SubReddit.

article thumbnail

Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of Large Language Model (LLM) Generated Ideas

Marktechpost

Large Language Models (LLMs) have lately demonstrated potential in expediting scientific discovery by generating research ideas due to their extensive text-processing capabilities. Don’t Forget to join our 55k+ ML SubReddit. If you like our work, you will love our newsletter.

article thumbnail

Leopard: A Multimodal Large Language Model (MLLM) Designed Specifically for Handling Vision-Language Tasks Involving Multiple Text-Rich Images

Marktechpost

In recent years, multimodal large language models (MLLMs) have revolutionized vision-language tasks, enhancing capabilities such as image captioning and object detection. However, when dealing with multiple text-rich images, even state-of-the-art models face significant challenges.