Llm | Towards Data Science https://towardsdatascience.com/tag/llm/ Publish AI, ML & data-science insights to a global community of data professionals. Mon, 14 Jul 2025 23:44:33 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Llm | Towards Data Science https://towardsdatascience.com/tag/llm/ 32 32 Topic Model Labelling with LLMs https://towardsdatascience.com/topic-model-labelling-with-llms/ Mon, 14 Jul 2025 23:44:18 +0000 https://towardsdatascience.com/?p=606581 Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini.

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]]> CLIP Model Overview :  Unlocking the Power of Multimodal AI https://towardsdatascience.com/clip-model-overview-unlocking-the-power-of-multimodal-ai/ Mon, 14 Jul 2025 19:01:21 +0000 https://towardsdatascience.com/?p=606570 The magic behind multimodal models unlocked through contrastive learning

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]]> Let AI Tune Your Voice Assistant https://towardsdatascience.com/let-ai-tune-your-voice-assistant/ Mon, 14 Jul 2025 16:57:11 +0000 https://towardsdatascience.com/?p=606566 A practical guide to automating prompt engineering for voice assistants

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]]> Are You Being Unfair to LLMs? https://towardsdatascience.com/are-you-being-unfair-to-llms/ Fri, 11 Jul 2025 18:40:50 +0000 https://towardsdatascience.com/?p=606563 They may deserve better.

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]]> Building a Сustom MCP Chatbot https://towardsdatascience.com/building-a-%d1%81ustom-mcp-chatbot/ Thu, 10 Jul 2025 19:53:09 +0000 https://towardsdatascience.com/?p=606552 Understanding all the details of the model context protocol

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]]> Your Personal Analytics Toolbox https://towardsdatascience.com/your-personal-analytics-toolbox/ Mon, 07 Jul 2025 22:30:31 +0000 https://towardsdatascience.com/?p=606514 Leveraging MCP for automating your daily routine

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]]> Fairness Pruning: Precision Surgery to Reduce Bias in LLMs https://towardsdatascience.com/fairness-pruning-precision-surgery-to-reduce-bias-in-llms/ Thu, 03 Jul 2025 23:29:08 +0000 https://towardsdatascience.com/?p=606492 From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning

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]]> A Developer’s Guide to Building Scalable AI: Workflows vs Agents https://towardsdatascience.com/a-developers-guide-to-building-scalable-ai-workflows-vs-agents/ Fri, 27 Jun 2025 18:38:23 +0000 https://towardsdatascience.com/?p=606443 A practical guide to choosing between AI agents and workflows for production systems, covering the hidden costs, architectural trade-offs, and decision framework that can save you thousands in deployment mistakes. Includes real-world examples and a scoring system to determine which approach fits your specific use case.

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]]> AI Agent with Multi-Session Memory https://towardsdatascience.com/ai-agent-with-multi-session-memory/ Thu, 26 Jun 2025 17:12:47 +0000 https://towardsdatascience.com/?p=606426 Build from scratch using only Python & Ollama (no GPU, no APIKEY)

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]]> How to Unlock the Power of Multi-Agent Apps https://towardsdatascience.com/how-to-unlock-the-power-of-multi-agent-apps/ Thu, 26 Jun 2025 14:00:00 +0000 https://towardsdatascience.com/?p=606437 This week, we focus on helping you reap the benefits of multi-agent systems without adding unnecessary complexity.

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]]> How to Train a Chatbot Using RAG and Custom Data https://towardsdatascience.com/how-to-train-a-chatbot-using-rag-and-custom-data/ Wed, 25 Jun 2025 17:21:53 +0000 https://towardsdatascience.com/?p=606413 Retrieval-Augmented Generation made easy with Llama

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]]> Data Has No Moat! https://towardsdatascience.com/data-has-no-moat/ Tue, 24 Jun 2025 19:48:45 +0000 https://towardsdatascience.com/?p=606403 Only if you ignore data quality

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]]> Agentic AI: Implementing Long-Term Memory https://towardsdatascience.com/agentic-ai-implementing-long-term-memory/ Tue, 24 Jun 2025 19:35:32 +0000 https://towardsdatascience.com/?p=606401 The problem and current solutions

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]]> Why Your Next LLM Might Not Have A Tokenizer https://towardsdatascience.com/why-your-next-llm-might-not-have-a-tokenizer/ Tue, 24 Jun 2025 19:17:49 +0000 https://towardsdatascience.com/?p=606399 The Tokenizer Has Been a Necessary Evil, but This Radical Approach Shows That It Might Not Be Necessary Anymore.

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]]> Reinforcement Learning from Human Feedback, Explained Simply https://towardsdatascience.com/explained-simply-reinforcement-learning-from-human-feedback/ Mon, 23 Jun 2025 23:31:07 +0000 https://towardsdatascience.com/?p=606394 The one technique that made ChatGPT so smart

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]]> Programming, Not Prompting: A Hands-On Guide to DSPy https://towardsdatascience.com/programming-not-prompting-a-hands-on-guide-to-dspy/ Mon, 23 Jun 2025 23:18:42 +0000 https://towardsdatascience.com/?p=606392 A practical deep dive into declarative AI programming

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]]> Understanding Application Performance with Roofline Modeling https://towardsdatascience.com/understanding-application-performance-with-roofline-modeling/ Fri, 20 Jun 2025 16:55:47 +0000 https://towardsdatascience.com/?p=606379 A common challenge with calculating an application’s performance is that the real-world performance and theoretical performance can differ. With an ecosystem of products that is growing with high performance needs such as High Performance Computing (HPC), gaming, or in the current landscape – Large Language Models (LLMs), it is essential to calculate accurately the performance […]

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]]> LLM-as-a-Judge: A Practical Guide https://towardsdatascience.com/llm-as-a-judge-a-practical-guide/ Thu, 19 Jun 2025 19:03:29 +0000 https://towardsdatascience.com/?p=606372 How to Scale LLM Evaluations Beyond Manual Review

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]]> LLaVA on a Budget: Multimodal AI with Limited Resources https://towardsdatascience.com/llava-on-a-budget-multimodal-ai-with-limited-resources/ Tue, 17 Jun 2025 18:06:11 +0000 https://towardsdatascience.com/?p=606324 Let's get started with multimodality

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]]> Build an AI Agent to Explore Your Data Catalog with Natural Language https://towardsdatascience.com/build-and-ai-agent-to-explore-your-data-catalog-with-natural-language/ Mon, 16 Jun 2025 17:37:42 +0000 https://towardsdatascience.com/?p=606309 Leverage LLMs to query your Databricks Data Catalog

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