Cyberax AI Playbook
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Model · Alibaba · Text

Qwen3.8 27B

Alibaba's current open-weight workhorse — a 27B dense model under Apache 2.0, natively multimodal, and the model most commonly run on a single 24GB consumer GPU. Supersedes the Qwen3.6 generation.

Modality
Text
License
Apache 2.0 (Open)
Parameter size
27B (dense)
Context window
262,144 tokens · up to 1M 262,144 tokens native, extensible to roughly 1M with YaRN scaling. Static YaRN scaling can hurt short-text performance, so enable it only for genuinely long inputs.
Released
August 1, 2026
Last verified
September 8, 2026
Runs locally
Yes
Also handles
vision, reasoning, code

Strengths

  • Apache 2.0 — no commercial restrictions, unlike the Qwen3.6 licence
  • Dense 27B fits a single 24GB consumer GPU, so it self-hosts without a cluster
  • Native vision-language across images and video
  • Strong agentic coding: SWE-bench Pro 61.7%, Terminal Bench 2.1 73.0%
  • Thinking is controllable through a reasoning_effort parameter

Weaknesses

  • Thinking mode is on by default, which adds latency unless you turn it down
  • Video preprocessing is configured conservatively for inference efficiency
  • Alibaba publishes only a month-level release date (August 2026), not a day

Try it

WhereTypeNotes
Hugging Face weights Apache 2.0; FP8 quantization also published
Alibaba Cloud Model Studio hosted-api API key required

Used in solutions

Change log

  • — Initial entry. Qwen3.8 released August 2026, superseding Qwen3.6 (April 2026) with Qwen3.5 (February 2026) in between. Alibaba's model card gives only a month, so the release date is recorded as the first of the month rather than a guessed day. Benchmarks and licence taken from the model card, not from Hugging Face push timestamps.