Qwen 3 235B A22B Instruct 2507

Qwen 3 235B A22B Instruct 2507 is a Mixture-of-Experts large language model from Alibaba's Qwen team, with 235 billion total parameters but only about 22 billion activated per forward pass. It is the "2507" refresh of the original Qwen3-235B-A22B non-thinking mode, released as part of the Qwen3 series. Distributed under the Apache 2.0 license, it targets long-document research, technical work, and high-precision tasks, and is served here in FP8 quantization.

Compared with its same-family predecessor, the original Qwen3-235B-A22B, Qwen reports significant improvements in general capabilities — instruction following, logical reasoning, text comprehension, mathematics, science, coding and tool usage — plus substantial gains in multilingual long-tail knowledge and better alignment on subjective, open-ended tasks. The update also adds enhanced 256K-token long-context understanding, with model-card instructions for extending toward one million tokens. Unlike the original dual-mode design, this Instruct variant operates in non-thinking mode only and does not generate reasoning-trace blocks.

For workloads needing explicit step-by-step reasoning, Qwen released a parallel Qwen 3 235B A22B Thinking 2507 sibling that uses extended reasoning chains. Other related Qwen text models in the catalog include the efficiency-focused Qwen 3 Next 80B. Note that Venice exposes a 128K context window for this deployment, below the model's full native 256K capacity.

Sources

Qwen/Qwen3-235B-A22B-Instruct-2507 · Hugging Face· huggingface.co

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