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 …
AI-Driven Decision Making: Comparing Markov Decision Process and Reinforcement Learning
Author(s): Shenggang Li Originally published on Towards AI. How Trump and Harris Could Use MDP and RL to Maximize Their Chances in the 2024 Election This member-only story is on us. Upgrade to access all of Medium. Photo by Chad Stembridge on …
Llama Dive
Author(s): Derrick Mwiti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Gustavo Espíndola on Unsplash It’s no doubt that generative AI will change every industry. The current state of generative AI, …
Data Query & Visualisation using LLM Agents from Scratch
Author(s): Akash Modi Originally published on Towards AI. Building a simple data analysis & plotting engine using LLaMa and LangChain Agentic Framework with Structured Data This member-only story is on us. Upgrade to access all of Medium. Image by author In this …
GPTFX-the new era of machine learning in mental health care
Author(s): MSVPJ Sathvik Originally published on Towards AI. Mental health has remained one of the most challenging aspects of modern healthcare. A lot of people among us suffer from mental health problems and are looking for support and timely diagnosis without being …
Large Language Model Evaluation Metrics
Author(s): Derrick Mwiti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Possessed Photography on Unsplash The most common evaluating metrics for large language models are: PerplexityBLEUROUGEBERTScoreCOMETMETEORBLEURTGPTScorePRISMBARTScoreG-EvalHuman Evaluation Evaluating large language models(LLMs) …
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