Caleb Sima’s Post

Introducing KV-Runahead by Apple! This innovative technique optimizes parallel LLM inference, significantly reducing time-to-first-token (TTFT) and enhancing overall performance. By leveraging efficient KV-cache management and causal attention computation, KV-Runahead outperforms existing methods like Tensor/Sequence Parallelization. Explore the details and experimental results showcasing its superior efficiency. Read more - https://lnkd.in/gtM3tpp3 😍 Follow AI Toolhouse for more such amazing content. 🌟 Explore 𝟑𝟔𝟎𝟎+ latest AI Tools here for FREE ➡️ https://lnkd.in/dpQB7xZU #AI #MachineLearning #LLM #KVRunahead #AppleInnovation #NLP #ParallelComputing

LLMs are amazing but huge! Model compression makes them eco-friendly and accessible: Pruning: Streamline connections for efficiency. Quantization: Simplify language representation. Knowledge Distillation: Train smaller models from giants. Low-Rank Factorization: Break down complex structures. These techniques unlock LLMs for everyone, everywhere! Read the blog here: https://lnkd.in/gi7HDhfr #machinelearning #NLP #AI #LLMs #goML

➡ Our latest article on the art of prompt engineering, exploring techniques to guide #AI reasoning and enhance accuracy in language processing.

Dear LinkedIn Family, I am Excited to share my latest article on Medium of "Google Gemini : A New Horizon in Multimodal Language Models", a new Multimodal Large Language model from Google AI!   This powerful technology is breaking boundaries in text generation, understanding and image processing, and I delve into its capabilities, limitations, and implications for the future. If you're curious about the cutting edge of AI, give it a read and let's discuss! Special thanks to Prof.Mangesh Bedekar sir for guidance and support. #GoogleGemini #AI #generativeai #largelanguagemodels #palm2 #multimodalai #googlecloudplatform #GoogleAIStudio #generativeaitools #ethicalai #promptengineering #finetuning #NLP #computervision Link: -

Step into the future with AnyGPT, a novel multimodal language model that’s revolutionizing AI. With its unique ability to process and generate information across various modalities, AnyGPT is setting new standards in the field. Explore more in our latest article.  #anygpt #ai #multimodal #multimodalai #discretesequencemodeling #artificialintelligence #languagemodels #machinelearning #deeplearning #datascience #nlp #imageprocessing #musicgeneration #texttospeech #texttoimage #tts #asr   https://lnkd.in/dZ_p5EfH

LLM Interview Question: 🚀 What is Multimodal Large Language Models: A Leap Forward in AI 🚀 MLLMs can process and generate content across various formats, including text, images, audio, and video. This opens doors to incredible applications like: * ✍️ Digitizing handwritten notes * 🧭 Understanding complex signage * 💻 Converting screenshots to code This article dives into the inner workings of MLLMs and even highlights several open-source models like Macaw LLM, ImageBind, and CogVLM. While still under development, the potential of MLLMs is undeniable! 🤯 What are your thoughts on this exciting development in AI? 💬 Follow Rohan Chikorde for more AI LLM interview questions and answers. https://lnkd.in/de79tfjw #ai #machinelearning #mllms #natural языкуprocessing #nlp #artificialintelligence #technology #innovation #deeplearning #futureoftech #gpt3 #machinelearningengineer #datascience

Check out Marvik's latest blog post: Guiding LLM Behavior and the Art of Prompt Engineering 🚀 #machinelearning #ml #nlp #llm #largelanguagemodels

Wrote a blog post on guiding Large Language Models through Prompt Engineering. Even though LLMs have become extremely efficient in providing us with the solutions we are looking for, it can be hard to get the right answer from them when facing a complex, multi-stepped problem. However, the output accuracy can be greatly enhanced by guiding the LLM to 'think' through the output tokens. Check the link if you are interested!