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Model releaseFrontierComputeUSConfirmed

Reflection releases Beam, a 501B-parameter open model

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Reflection, a US lab, released Beam on Hugging Face under the Apache 2.0 license. Beam is a mixture-of-experts model with 501B parameters and 23B active per token, supports a 1M-token context window, and is focused on coding and agentic use cases. It ships with a Rust-based harness and has day-0 support in transformers, SGLang and vLLM. Hugging Face worked with Reflection on inference, supervised fine-tuning and reinforcement learning recipes.

Why it matters

Teams can run a frontier-scale model on their own hardware, infrastructure or cloud and customize it for their own use cases, with day-0 support in transformers, SGLang and vLLM.

When
16 Oct 2026
ID
WTA-N-2026-0311
Who
Reflection, Hugging Face

Summary by wheresthe.ai, from Hugging Face. Checked against the source on 16 Oct 2026.

Source copy: download the page as saved on 18 Oct 2026 (PDF). Also held by the Internet Archive.

Earlier in this Storyline: What led hereBlack Forest Labs releases FLUX.3 Image Klein model in Diffusers

Cite this story

WTA-N-2026-0311: “Reflection releases Beam, a 501B-parameter open model.” wheresthe.ai, 16 Oct 2026. https://wheresthe.ai/d/us-reflection-releases-beam-a-501b-parameter-open-model-2026-10/ (source: Hugging Face).

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