13 stories
decision models! new category, showed up on the hub about three weeks ago, and the name is doing them no favours because everyone reads it as "model that makes decisions" and imagines an agent booking flights. it's not quite that. please do read on to learn more if this is new to you!
A practical guide to running Iris 3B locally, including its ~28GB VRAM footprint, Gradio demo setup, and real-world generation times.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Deploy a text-to-speech model on Amazon SageMaker AI with the AWS vLLM-Omni Deep Learning Container and stream generated speech over a persistent bidirectional connection. This Part 1 tutorial deploys Qwen3-TTS and streams speech through a Gradio application.
Projects are the bridge between learning and becoming a professional. While theory builds fundamentals, recruiters value candidates who can solve real problems. A strong, diverse portfolio showcases practical skills, technical range, and problem-solving ability.
OpenAI made a valiant effort with GPT-6 Sol and Luna launching 50% lower than GPT-5.6, but with 17M views on the launch and counting, today was always going to belong to Claude Opus 5.5, “the first model in our new Claude 5.5 family” performing like “Claude Fable 5.1 for most tasks, and costs 40%…
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Level: Advanced Time to complete: 20 minutes Components Used: InMemoryDocumentStore, SentenceTransformersDocumentEmbedder, SentenceTransformersTextEmbedder, InMemoryEmbeddingRetriever, ChatPromptBuilder, OpenAIChatGenerator, Agent Prerequisites: You must have an OpenAI API Key and be familiar with…
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
When a leading company like TELUS Agriculture & Consumer Goods (TAC), with a strong presence in agriculture and consumer goods, turns to AI to streamline complex processes, it’s worth taking a closer look.
In this tutorial, we use Gradio to examine adversarial attacks and their potential for misdirecting models towards making inaccurate predictions.
In this article, we show how to use FLUX image generation models with Paperspace H100s.
Let’s talk about how we build AI applications that can interact with, even chat to SQL databases. Heads-up that this is a mini project that I tried out, and it’s objectively a simple approach to interacting with SQL with natural language.
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