A new tutorial demonstrates building a multimodal retrieval pipeline called RAG-Anything that handles text, tables, equations, and images in Google Colab. The workflow uses OpenAI APIs to test naive, …
A new physics-informed AI pipeline uses supervised LoRA fine-tuning on a small language model to reliably output structured engineering data, which a deterministic physics checker then validates. The …
A tutorial demonstrates building a stable workflow for the Fable 5 Traces dataset in Google Colab, including parsing tool calls, auditing data for secrets, and training Naive Bayes baselines to predic…
Google's Gemma 3 270M language model can be fine-tuned for structured data extraction using PyTorch and Hugging Face libraries, according to a tutorial that walks beginners through the process of teac…
NVIDIA released Open-SWE-Traces, a dataset of agentic software-engineering trajectories for fine-tuning AI models. The tutorial processes the data from Hugging Face, normalizing conversations, parsing…
A tutorial demonstrates building a lightweight AI agent in Google Colab inspired by nanobot architecture, covering tool calling, session memory, skills, and MCP servers. The agent is built from scratc…
Prefab released a tutorial demonstrating how to build interactive Python-first dashboards using its reactive UI components and static HTML export. The tutorial shows developers how to create a polishe…
Sasha Rush released GPU Puzzles, an interactive notebook teaching beginner GPU programming through coding exercises that map Python to CUDA kernels using NUMBA. The puzzles aim to build intuition for …
Unsloth launched Unsloth Studio, a desktop application for Mac and Windows that runs AI models offline, supporting GGUF and Safetensors formats with tool-calling, web search, and an OpenAI-compatible …
A developer demonstrated the differences between foundation, instruct, and chat models using Hugging Face's SmolLM2-135M family in a free Google Colab notebook. By asking the same question to three mo…
ZeroGPU released a Batch API that enables overnight tagging of customer reviews using a small, efficient model (LFM2.5-1.2B-Instruct) instead of expensive frontier LLMs. The API processes thousands of…
An SEO professional used Google Gemini to build a custom Python script that automated the creation of hreflang XML sitemaps for over a dozen multilingual websites, saving days of manual work. The proj…
Google released the Colab CLI, an open-source command-line tool that lets developers and AI agents run Python code on remote Colab GPUs and TPUs directly from a local terminal. The tool supports sessi…
A self-taught student successfully fine-tuned the open-source Qwen 2.5-7B language model into a Discord bot named Monika, using 687 in-game dialogues and QLoRA 4-bit compression on Google Colab's free…
Google announced the Google Colab Command-Line Interface (CLI), a tool that connects local terminals to remote Colab runtimes for zero-friction execution by developers and AI agents. The CLI enables u…
Microsoft released a tutorial demonstrating how to run a browser-use agent workflow using Microsoft Fara in Google Colab. The tutorial guides users through setting up a mock OpenAI-compatible endpoint…
After two weeks of effort, a developer failed to make OpenCV recognize game cards from screenshots on an 8-year-old MacBook Air. The template matching pipeline broke due to unnormalized image sizes, o…
Steve released Architecture A2, a new standard neural network recipe for modeling guitar and bass amps, on Neural Amp Modeler. The update enables users to train A2 models through TONE3000 or open-sour…
Liquid AI's LFM2 model can be fine-tuned using QLoRA and DPO in a complete open-source workflow on Google Colab. The process loads the base LFM2 checkpoint with 4-bit quantization, trains a lightweigh…
A new coding tutorial demonstrates how to build a complete pgvector-powered vector search system inside Google Colab, supporting semantic, hybrid, sparse, and quantized search methods. The guide walks…