Reflection AI open-sources Beam 1.0: a 501B MoE that triples agentic coding score after a 40-step RL run

rhythmrg · x · 2026-10-17

Reflection AI released Beam 1.0 under Apache 2.0 — a 501B-parameter MoE with 23B active, built with 40+ partners. The release includes weights (BF16/FP8/NVFP4), tokenizer, reference implementation, a DFlash2 drafter, and Mirror CLI, the open-source harness it was trained on; weights are on Hugging Face. Applied Compute ran a brief RL post-training on AC2 that tripled Beam's score on a challenging long-horizon agentic coding task in just 40 steps (0.07 → 0.215), and offers day-0 inference and post-training support.

Related event: Reflection AI Open-Sources Beam-1.0-501B-A23B with 40+ Ecosystem Partners(40 posts)→

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