TAI #118: Open source LLMs progress with Qwen 2.5 and Pixtral 12B
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, several new strong open-source LLM models were released. Following OpenAI’s huge LLM progress with its o1 “reasoning” model family last week, it …
The Secret to Unlocking Deeper SWOT Analysis with AI (The Code That Started It All — and How I Took It to the Next Level)
Author(s): Mukundan Sankar Originally published on Towards AI. I thought I had cracked the code for automated SWOT analysis… until Neuro-symbolic AI revealed an entirely new layer of depth. This member-only story is on us. Upgrade to access all of Medium. Image …
I Built an OpenAI-Style Swarm That Runs Entirely on My Laptop. Here’s How.
Author(s): Vatsal Saglani Originally published on Towards AI. A developer’s journey into creating a privacy-focused, cost-effective multi-agent system using Python and open-source LLMs. This member-only story is on us. Upgrade to access all of Medium. Image by ChatGPT You know how in …
Qwen 2.5 Coder 32B: Is This Best Open Weight Model Better than GPT-4o and Claude 3.5 Sonnet
Author(s): Barhoumi Mosbeh Originally published on Towards AI. source On November 11, Alibaba announced its most advanced coding model to date: Qwen 2.5-Coder-32B-Instruct. But that’s not all, it’s actually part of a whole family of coding models! In addition to the 32B …
How To Learn Any Language Efficiently With AI?
Author(s): Nicolas MARTIN Originally published on Towards AI. Learning a language is often difficult and requires dozens of classes until reaching a reasonable level. Unfortunately, a lot of people in the world cannot afford to have quality classes. In addition, we can …
Evaluating and Monitoring LLM Agents: Tools, Metrics, and Best Practices
Author(s): Chinmay Bhalerao Originally published on Towards AI. This blog includes the tools that you can use to monitor and assess the performance of the Agentic approach This member-only story is on us. Upgrade to access all of Medium. Image created by …
Building Multi-Agent AI Systems From Scratch: OpenAI vs. Ollama
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: https://langfuse.com/blog/2024-07-ai-agent-observability-with-langfuse In the dynamic realm of artificial intelligence, multi-agent systems have emerged as a transformative approach for addressing complex tasks …
Build a Chat-With-Document Application Using Python
Author(s): Krishan Walia Originally published on Towards AI. Build your own Chat-With-Document Application using Python in the most guided and intuitive way. This member-only story is on us. Upgrade to access all of Medium. Not a member?Access the full article for free …
![[AI/ML] Keswani’s Algorithm for 2-player Non-Convex Min-Max Optimization](https://i2.wp.com/miro.medium.com/v2/resize:fit:700/1*gtYIsACNBX9EvoDj3RyXkw.png?w=700&resize=700,65&ssl=1 "[AI/ML] Keswani’s Algorithm for 2-player Non-Convex Min-Max Optimization")
[AI/ML] Keswani’s Algorithm for 2-player Non-Convex Min-Max Optimization
Author(s): Shashwat Gupta Originally published on Towards AI. Keswani’s Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial. This blog explores how Keswani’s method addresses common …
![[AI/ML] Spatial Transformer Networks (STN) — Overview, Challenges And Proposed Improvements](https://i0.wp.com/miro.medium.com/v2/resize:fit:700/1*zsztycoAQskDzCeEJISPWQ.png?w=700&resize=700,338&ssl=1 "[AI/ML] Spatial Transformer Networks (STN) — Overview, Challenges And Proposed Improvements")
[AI/ML] Spatial Transformer Networks (STN) — Overview, Challenges And Proposed Improvements
Author(s): Shashwat Gupta Originally published on Towards AI. The modification of dynamic spatial information through spatial transformer networks (STNs) allows models to handle transformations such as scaling and rotation for subsequent tasks. They enhance recognition accuracy by enabling models to focus on …
![[AI/ML] Diffusion Models — A Beginner’s Guide to Math Behind Stable Diffusion and Dall-e!](https://i0.wp.com/miro.medium.com/v2/resize:fit:700/0*olIxy7aRUsWRfLpz.png?w=700&resize=700,394&ssl=1 "[AI/ML] Diffusion Models — A Beginner’s Guide to Math Behind Stable Diffusion and Dall-e!")
[AI/ML] Diffusion Models — A Beginner’s Guide to Math Behind Stable Diffusion and Dall-e!
Author(s): Shashwat Gupta Originally published on Towards AI. Generative modeling in computer vision has advanced significantly, with Diffusion Models leading the way and powering tools like DALL-E and Stable Diffusion. These models have transformed machine capabilities, offering new possibilities in art, design, …
Web-LLM Assistant: Bridging Local AI Models With Real-Time Web Intelligence
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. Top highlight This member-only story is on us. Upgrade to access all of Medium. In the dynamic realm of artificial intelligence, the ability to access and synthesize real-time information is paramount. Traditional large …
Cubic Roots-Fit a Quadratic Between a Turning Point And Midpoint!
Author(s): Greg Oliver Originally published on Towards AI. A Root Approximation Tool Kit Mixing and Matching Polynomial ArchitecturesGenetic Cubic Architectural Dimensions This member-only story is on us. Upgrade to access all of Medium. This post presents a novel Cubic-Quadratic function matchup for …
ChatGPT Gets Windows App
Author(s): Get The Gist Originally published on Towards AI. Plus: Elon Musk Sues OpenAI This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest …
🌟 AI-Powered Art Generator: Opensource And Free
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image Generated By Author using this Tool It’s 2 AM, and you’re deep in your world of code, brainstorming ideas, or maybe …
How Google’s Watermarking Technology Identifies AI-Generated Content
Author(s): Lamprini Papargyri Originally published on Towards AI. In October 2024, Google DeepMind’s SynthID tool for watermarking AI-generated text was released as open-source, marking a significant step forward in AI transparency. This tool emerged in response to growing concerns about distinguishing AI-generated …
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