Ant's Ling-3.0-flash Hits API: 124B Params for Low-Cost Agents
rohanpaul_ai · x · 2026-08-06
Ant Group's InclusionAI has made its open-weight Ling-3.0-flash model available on the AI/ML API platform, offering free access until August 6.
The model features 124B total parameters with only 5.1B active. It utilizes hybrid attention to reduce processing costs for its 256K context window and was trained on full agent trajectories, including tool recovery. These design choices aim to significantly lower compute costs for long, multi-step agentic workflows.
Related event: Ant Group open-sources Ling-3.0-flash: 124B params, only 5.1B active(11 posts)→
More from coding & agent
- Microsoft demos intent-classifying agents built with Copilot App and Foundry, deployable across Teams and Outlook — marlene_zw · 2026-10-26
- Looking for a wearable mic with best battery life that feeds recordings to personal agents via MCP — altryne · 2026-10-26
- The identity crisis in software engineering: multiagent systems demand a new problem set — rakyll · 2026-10-26
- Non-CS Beginners Are Shipping Code Through CI/CD Pipelines with AI Help — curious_vii · 2026-10-26
- Ruff creator Charlie Marsh: frontier models find infinite bugs in any software — charliermarsh · 2026-10-26
- Dev testing one skill across Opus 5.5 and Sol 6.1 finds instruction following 'all over the map' — lucasmeijer · 2026-10-26