Qwen3-VL-Embedding-8B
Official · Unknown · safetensors
| Precision / quantization | Format | Bits | Publisher trust | Deployment state |
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Qwen · Vision · qwen3
Qwen3-VL-Embedding-8B: Specs, GPU requirements, hosting & deployment
Qwen3-VL-Embedding-8B is a recent Vision release in the Qwen family, certified from its immutable official source revision.
Reference only
Compare this model
Total parametersThe manufacturer has not published this information.
Active parametersN/A / Not directly comparable
Context windowN/A / Not directly comparable
Release statusRecent · Recent
Architecture
ModalitiesText
Licenseapache-2.0
Deployment stateReference only
Commercial stateCommercial Use Allowed
Release date
Architecture, strengths and use cases
Qwen3-VL-Embedding-8B is an official self-hostable Qwen Embedding and reranking release. It uses Not published by manufacturer with Not published by manufacturer. Exact checkpoint, license, runtime, and hardware evidence is tied to the verified upstream revision.
Qwen3-VL-Embedding-8B uses Not published by manufacturer with Not published by manufacturer. Pipeline and configuration fields are reported only where the official source publishes them.
Verified Not published by manufacturer architecture
Official checkpoint and pipeline evidence
Official Unknown checkpoint coverage
Self-hosted Embedding and reranking workloads
Controlled model evaluation
Production deployment planning
Certified checkpoints and quantizations
Only exact, source-certified variants attached to this release are shown.
Recommended hardware
Use only the listed runtime configurations with the exact checkpoint precision. Hardware sizing considers resident pipeline memory, runtime overhead, input and output dimensions, batch size, and safety headroom.
Reference only
The official license permits commercial use; its obligations still apply.
License and self-hosting considerations
The exact pipeline and selected precision must fit on the chosen GPUs. Requirements vary with resolution, duration, batch size, modalities, and runtime; language-model KV-cache rules are not applied.
Qwen3-VL-Embedding-8B is published under apache-2.0. The release-scoped official license link and verification date are retained with the catalogue record.
Commercial Use Allowed. The official license permits commercial use; its obligations still apply.
Alternatives and sibling variants
千问3-VL-8B-Instruct, 千问3-VL-32B-Instruct, 千问3-VL-30B-A3B-Instruct, 千问3-VL-235B-A22B-Instruct, 千问3-VL-8B-Thinking, 千问3-VL-30B-A3B-Thinking, 千问3-VL-32B-Thinking, 千问3-VL-235B-A22B-Thinking, UniRG-CXR, Cosmos-Reason2-8B, Cosmos-Reason2-32B, Qwen3-VL-Reranker-8B, EGM-8B-SFT, EGM-8B, Visual-ERM, Qwen3-VL-235B-A22B-Instruct-NVFP4, SAGE-MM-Qwen3-VL-8B-SFT, Qwen3-VL-235B-A22B-Instruct-FP8, Qwen3-VL-235B-A22B-Thinking-FP8, Qwen3-VL-8B-Instruct-FP8, Qwen3-VL-8B-Thinking-FP8, Qwen3-VL-30B-A3B-Instruct-FP8, Qwen3-VL-30B-A3B-Thinking-FP8, Qwen3-VL-32B-Thinking-GGUF, Qwen3-VL-8B-Thinking-GGUF, Qwen3-VL-8B-Instruct-GGUF, Qwen3-VL-32B-Instruct-GGUF, Qwen3-VL-30B-A3B-Instruct-GGUF, Qwen3-VL-30B-A3B-Thinking-GGUF, Qwen3-VL-235B-A22B-Thinking-GGUF, Qwen3-VL-235B-A22B-Instruct-GGUF, Qwen3-VL-32B-Instruct-FP8, Qwen3-VL-32B-Thinking-FP8, Qwen3-VL 32B Instruct, Qwen3-VL 32B Thinking, Qwen3-VL 8B Instruct
Release timeline
qwen/qwen/qwen3-vl-embedding-8b @ 5b4bbaf0d86d02c2c466475e7d09c7b8f607fc438282df2a0c473097cdc61382
Frequently asked questions
How much VRAM does Qwen3-VL-Embedding-8B require?
The estimate uses the certified checkpoint, precision, runtime, workload dimensions, batch size, and domain-specific overhead.
Which runtimes support Qwen3-VL-Embedding-8B?
No runtime is presented as supported until upstream evidence is verified.
Can Qwen3-VL-Embedding-8B be used commercially?
The stored commercial classification is Commercial Use Allowed. Consult the official apache-2.0 terms for the final obligations.
Official references
Last verified: 2026-09-03