DeepSeek Reveals DSec Elastic Compute Platform Behind Its RL Training
DeepSeek published a 31-page paper on DSec, its elastic compute sandbox infrastructure for large-scale agent RL training. The platform runs about 3 million sandboxes daily with up to 380,000 concurrent sandboxes, supporting models from V3.2 to V4.1.
2026-10-02 ~ 2026-10-03 · 2 related posts
- Episode 1: DeepSeek's DSec Paper Reveals Massive Agent Training Sandbox Infrastructure(2026-09-23, 8 posts)
- Episode 2: DeepSeek Sandbox Cluster Details Emerge, Estimated $20M Per Unit(2026-09-23, 3 posts)
- Episode 3: DeepSeek Reveals DSec Elastic Compute Platform Behind Its RL Training(2026-10-02, 2 posts)
- DeepSeek's DSec paper: 3M sandboxes/day, 380K concurrent, powering V3.2-V4.1 RL — jiqizhixin · 2026-10-02
- DeepSeek details DSec: 380K concurrent sandboxes and 50x oversubscription powering Agent training — 量子位 · 2026-10-03