Fine-Tune LLMs with Unsloth
Author(s): Barhoumi Mosbeh Originally published on Towards AI. unsloth Why Fine-Tune When We Have RAG? It’s a question I see a lot — with RAG (Retrieval-Augmented Generation) becoming increasingly popular, why bother with fine-tuning at all? While RAG is fantastic for many …
Building Multimodal RAG Application #2: Multimodal Embeddings
Author(s): Youssef Hosni Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In the second article of the Building Multimodal RAG Application series, we explore the process of building a multimodal retrieval-augmented generation (RAG) …
Anthropic New Research Shows that AI Models Can Sabotage Human Evaluations
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Steal This Portfolio Project
Author(s): Siavash Yasini Originally published on Towards AI. And build a data app that makes you stand outImage Created by Ideogram This member-only story is on us. Upgrade to access all of Medium. Whether you are actively pursuing a career in data …
Is Neurosymbolic AI the Future of Truth-Seeking AI? — Part 2: Probabilistic LLM Meets Symbolic AI
Author(s): Koby Choy Originally published on Towards AI. Image from Adobe stock Previously, I explored the definition of reasoning, its significance in AI, and why some experts believe current Large Language Model (LLM) architectures fall short in achieving sophisticated reasoning capabilities. In …
Retrieval Augmented Generation
Author(s): Derrick Mwiti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by ZHENYU LUO on Unsplash Retrieving documents from external sources gives language models access to data that they didn’t see during …
Enhance OCR with Llama 3.2-Vision using Ollama
Author(s): Tapan Babbar Originally published on Towards AI. Source: Image by the author. Earlier this month, I dipped my toes into book cover recognition, combining YOLOv10, EasyOCR, and Llama 3 into a seamless workflow. The result? I was confidently extracting titles and …
Pioneering Suicide Risk Detection Through LLMs: Fine Tuning GPT-3 With N-Short Learning
Author(s): MSVPJ Sathvik Originally published on Towards AI. Have you noticed anyone feeling suddenly disconnected who has socially isolated themselves? Has anyone closer to you expressed their innate feelings of lacking a sense of belonging? Has anyone you know said anything similar …
![[AI] Neurosymbolic AI — A Microthesis](https://i3.wp.com/miro.medium.com/v2/resize:fit:700/0*_En9KsLZDAIcSQr_.png?w=700&resize=700,637&ssl=1 "[AI] Neurosymbolic AI — A Microthesis")
[AI] Neurosymbolic AI — A Microthesis
Author(s): Shashwat Gupta Originally published on Towards AI. Neurosymbolic AI presents potential solutions to the existing challenges of LLMs by integrating neural networks with logic and reasoning. This may be advantageous for industries such as healthcare, finance, and cybersecurity. Employing Neurosymbolic AI, …
CCoE: Approach to Mastering Multiple Domains with LLMs
Author(s): Manpreet Singh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: https://aisera.com/blog AI is changing quickly, and big language models (LLMs) like GPT-4 are making waves because they understand and create text …
Unmasking the Machine: How AI Can Detect an AI Essay or Article?
Author(s): Veritas AI Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Generated by Dall-E AI The line between original human-generated text and artificially intelligent text has gotten blurrier with each passing day in …
Building Trustworthy AI: Interpretability in Vision and Linguistic Models
Author(s): Rohan Vij Originally published on Towards AI. Building Trustworthy AI: Interpretability in Vision and Linguistic Models Photo by Arteum.ro on Unsplash | What thoughts lie behind that eye? The rise of large artificial intelligence (AI) models trained using self-supervised deep learning …
Revolutionizing Document Processing: Hierarchy-Based Chunking with Accurate Data Extraction — Part-1
Author(s): Sashidhar Reddy Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Ignacio Pérez In today’s world of information overload, documents come in all forms — PDFs, Word files, PowerPoint presentations — …
Building Confidence in LLM Evaluation: My Experience Testing DeepEval on an Open Dataset
Author(s): Serj Smorodinsky Originally published on Towards AI. deepeval helped me uncover what is the real source of Beyonce’s depression Long Story Short If you’re looking to catch LLM hallucinations — output that introduces information not present in the input — you …
The Transformer Architecture
Author(s): Derrick Mwiti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Samule Sun on Unsplash In 2017, Ashish Vaswani et al wrote a paper that would change the natural language processing …
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