Poolside Releases Laguna S 2.1, an Open-Weight Agentic Coding Model Punching Above Its Weight Class on SWE-Bench Multilingual
Source: MarkTechPost Poolside has released Laguna S 2.1, a 118B-parameter open-weight model built for agentic coding. It is...
Google Releases Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber: A Cheaper, More Token-Efficient Flash Tier Built for Agentic Workloads
Source: MarkTechPost Developers building production agents need higher token efficiency, lower latency, and more reliable performance. Today, Google...
Validating Distributed LLM Serving Benchmarks with NVIDIA srt-slurm, SLURM Recipes, Parameter Sweeps, and Pareto Analysis
Source: MarkTechPost In this tutorial, we explore NVIDIA’s srt-slurm framework and learn how we use srtctl to convert...
Meta Open-Sources Astryx: An Agent-Ready React Design System With 150+ Accessible Components, Seven Themes, and a CLI
Source: MarkTechPost Meta has released Astryx, an open source design system that is fully customizable and built to...
NVIDIA Releases Cosmos 3 Edge: A 4B-Parameter Open World Model That Reasons and Generates Robot Actions On-Device
Source: MarkTechPost NVIDIA has released Cosmos 3 Edge, a 4-billion-parameter open world model built to run on-device. It...
Alibaba’s Tongyi Lab Releases Qwen-Audio-3.0-TTS, a Hosted Text-to-Speech Model in Flash and Plus Tiers Across 16 Languages
Source: MarkTechPost Alibaba’s Tongyi Lab has released Qwen-Audio-3.0-TTS, a production-oriented text-to-speech (TTS) system. The model ships in two...
Someone Fine-Tuned OpenBMB’s MiniCPM5-1B on Claude Fable 5 Traces to Ship a 657MB Local Thinking Model
Source: MarkTechPost A community developer, GnLOLot, has published a 1B model that runs fully on local hardware. The...
Best Local LLMs You Can Run on a Single 24GB GPU in 2026: Qwen, Gemma, Mistral, DeepSeek Compared
Source: MarkTechPost A single 24GB card is the practical floor for serious local inference. It is enough for...
Feyn AI Releases SQRL, a Text-to-SQL Model Family That Inspects the Database Before Writing a Query
Source: MarkTechPost Most text-to-SQL systems treat the task as translation. Feyn AI (YC-backed startup) reframes it around inspection....
Alibaba Previews Qwen3.8-Max, a 2.4 Trillion-Parameter Multimodal Model, Days After Moonshot’s Kimi K3 Open-Weight Launch
Source: MarkTechPost On July 19, Alibaba’s Qwen team previewed Qwen3.8-Max-Preview, the next flagship in the Qwen family. The...