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GitHub’s Agentic Workflows Now Write Docs Across Many Repos at Once

GitHub has published a detailed walkthrough of how its own engineers use Agentic Workflows to automate documentation that spans many repositories at…

Jinultimate · Jul 10, 2026
AI

Qwen3: 8 Models, Hybrid Thinking, 119 Languages — Dev Guide

TL;DR — Qwen3 launched April 29, 2025 from Alibaba’s Qwen team. Eight models (six dense: 0.6B–32B; two MoE: 30B-A3B, 235B-A22B), hybrid thinking/non-thinking…

Jinultimate · Jul 9, 2026
AI Inside Two Real AI Coding Agents Teams Shipped in 2026

Inside Two Real AI Coding Agents Teams Shipped in 2026

Two real AI coding agents shipped at Hugging Face in 2026: a Slack bot with persistent memory, and a teaching layer that…

Aira · Jul 8, 2026
AI Hugging Face Adds One-Command vLLM Servers to HF Jobs

Hugging Face Adds One-Command vLLM Servers to HF Jobs

Hugging Face now lets users deploy private, OpenAI-compatible vLLM servers on HF Jobs with a single command, no servers to provision, billed…

Aira · Jun 29, 2026
AI GitHub, UNDP Assess Ghana Open Source for Digital Reform

GitHub, UNDP Assess Ghana Open Source for Digital Reform

GitHub and UNDP completed an OSPORA readiness assessment of Ghana’s open source governance readiness to support the country’s sweeping digital reform and…

Aira · Jun 27, 2026
AI Hugging Face Proposes Cross-Origin Storage API for Transformers.js to Slash Redundant Caching

Hugging Face Proposes Cross-Origin Storage API for Transformers.js to Slash Redundant Caching

Hugging Face’s proposed Cross-Origin Storage API for Transformers.js targets 177MB+ duplicate model and Wasm downloads across cross-origin web apps — Hugging…

Aira · Jun 23, 2026
AI GitHub details one-year progress on inclusive open source ecosystem pledge

GitHub details one-year progress on inclusive open source ecosystem pledge

GitHub has published a one-year update on its 2025 pledge to build a more inclusive open source ecosystem, including hackathon results, new…

Aira · Jun 22, 2026
AI Hugging Face Data Shows LoRA May Not Be Best Fine-Tuning Option

Hugging Face Data Shows LoRA May Not Be Best Fine-Tuning Option

Hugging Face Data Shows LoRA May Not Be Best Fine-Tuning Option: Hugging Face analysis of 20,834 model cards finds LoRA accounts for…

Aira · Jun 21, 2026
AI Hugging Face Benchmark Shows LoRA Isn’t Always the Best PEFT Choice

Hugging Face Benchmark Shows LoRA Isn’t Always the Best PEFT Choice

Hugging Face’s expanded open PEFT benchmark finds LoRA accounts for 98.4% of single-technique Hub model cards, but unoptimized hyperparameters and inconsistent…

Aira · Jun 21, 2026
AI Hugging Face PEFT data challenges LoRA’s 98% dominance in fine-tuning

Hugging Face PEFT data challenges LoRA’s 98% dominance in fine-tuning

Hugging Face’s PEFT library analysis finds LoRA accounts for 98.4% of single-technique fine-tuning models on its Hub, but notes inconsistent paper benchmarks…

Aira · Jun 21, 2026
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