How To Control Your Agent Action and Prompt System: LangGraph
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. if you are keeping up with Agent in Langchain, you know there are many ways to build an agent, but in this video, I bring a new idea to the table. So, what …
Top Important LLM Papers for the Week from 11/03 to 17/03
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Top Important Computer Vision Papers for the Week from 11/03 to 17/03
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
End-to-End Machine Learning Project Development: Spam Classifier
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how to develop an ML project from development to production. Top highlight Photo by charlesdeluvio on Unsplash All the code used in this article is stored in the end-to-end spam classifier repository. …
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Googleβs desperate attempt to showcase βsomethingβ The research initiative led by Enric Corona, Andrei Zanfir, Eduard Gabriel Bazavan, Nikos Kolotouros, Thiemo Alldieck, and Cristian Sminchisescu at Google Research introduces an innovative …
Why RAG Applications Fail in Production
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. It worked as a prototype; then all went down! Retrieval-Augmented Generation (RAG) applications have emerged as powerful tools in the landscape of Large Language Models (LLMs), enhancing their capabilities by integrating …
Top Resources to Master RAG: From Basic Level to Advanced
Author(s): Youssef Hosni Originally published on Towards AI. Retrieval Augmented Generation (RAG) stands at the forefront of natural language processing, blending retrieval, and generative models to produce contextually relevant text. Understanding its significance and learning its intricacies are crucial for navigating the …
Learning Curves: A Picture Says More Than a Thousand Words
Author(s): Jonte Dancker Originally published on Towards AI. We want our ML models to learn and generalize well to unseen data. A model that does not learn or generalize to unseen data is useless. Hence, we need to identify if the model …
Revolutionizing Large-Scale Deep Learning with Microsoft DeepSpeed
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Microsoft democratizes and standardizes at-scale LLM training No, not the hydroget! I am not that coolβ¦. DeepSpeed, developed by Microsoft, is a deep learning optimization library that has redefined the possibilities …
Top Important LLM Papers for the Week from 04/03 to 10/03
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Explainable AI: Thinking Like a Machine
Author(s): Joseph George Lewis Originally published on Towards AI. Photo by Growtika on Unsplash Everyone knows AI is experiencing an explosion of media coverage, research, and public focus. It is also garnering massive popularity in organizations and enterprises, with every corner of …
Opensource Grok-1: A New Frontier in AI by xAI
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. When the goal is not that I win, but you lose! OpenAI, your move. In the rapidly evolving landscape of artificial intelligence (AI), xAIβs latest release, Grok-1, marks a significant milestone. …
FastEval: Single Click Evaluation of Language Models
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Evaluation of various benchmarks with a single command FastEval is a tool designed to accelerate the evaluation process of instruction-following and chat language models. It stands out for its efficiency, providing …
Fine-tune Mixtral-8x7B Quantized with AQLM (2-bit) on Your GPU
Author(s): Benjamin Marie Originally published on Towards AI. A surprisingly good and efficient alternative to QLoRA for fine-tuning very large modelsGenerated with DALL-E Mixtral-8x7B is one of the best open LLMs. It is also very challenging to fine-tune it on consumer hardware. …
Top Important Computer Vision Papers for the Week from 04/03 to 10/03
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
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