Qwen / RESEARCH PROFILE

Qwen3.8-Flash-Next

A multimodal sparse model combining linear and sparse attention, mixture-of-experts routing, n-gram embeddings and multi-token prediction.

Source reviewed 2026-10-24 · AiBrainWorX editorial summary

Creator: Qwen
Parameters: 125B LM + 51B n-gram + 4B MTP
Context: 262,144 native; extension up to 1M
License: Qwen Community 1.0

01 / CAPABILITIES

What it is built for

125B language-model parameters; 6B activated
Additional 51B n-gram embeddings and 4B MTP
Vision encoder and long-context architecture

Inputs: Text + images

Publisher/model configuration specification. Usable context depends on deployment resources.

02 / ON YOUR MACHINE

Large RAM / specialized offload engine

Our tests use a separate pruned Coder IQ1_M artifact through Strata at 16K context with vision disabled. Those measurements do not benchmark these original full weights.

Launcher integration

Research profile only

Runtime and training workflow

Dedicated research runtime

Separate model-specific training workflow. Training suitability requires exact checkpoint format and prepared data; a catalog entry is not a completed training test.

Compare dataset preparation guides →

03 / WHAT IS VERIFIED

Evidence, with context

Our test status

Source-reviewed research profile; this exact checkpoint has not been benchmarked locally.

We have not added a benchmark number without documenting its test conditions. A model-card capability is not a measured speed or quality guarantee on your hardware.

04 / OWNERSHIP & USE

Qwen Community 1.0

Custom community license, not MIT. Review its conditions and the separate quantization’s terms.

AiBrainWorX authors this profile and the launcher. Qwen remains the model’s creator. Models are not rebranded as our own weights.

05 / GO DEEPER

Original sources & model files

This page is our concise summary, not a mirror of the full upstream card. Review the original documentation and exact artifact before downloading.

Official card on Hugging Face ↗Files & versions ↗Reviewed card revision ↗

Reviewed revision: de4b8e4d43b9 · Specifications may change after the review date.