千问3-Embedding-8B-向量化模型-GGUF
Official · GGUF · unknown
| Precision / quantization | Format | Bits | Publisher trust | Deployment state |
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Qwen Embedding · Embedding · qwen3
千问3-Embedding-8B-向量化模型-GGUF: Specs, GPU requirements, hosting & deployment
千问3-Embedding-8B-向量化模型-GGUF is a recent Embedding release in the Qwen Embedding family, certified from its immutable official source revision.
Reference only
Compare this model
Total parametersThe manufacturer has not published this information.
Active parametersDense model
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
千问3-Embedding-8B-向量化模型-GGUF is an official self-hostable Qwen release in the Qwen Embedding Embedding track. It uses Not published by manufacturer, carries Not published by manufacturer, supports a verified context window of 0 tokens, and exposes only source-certified checkpoints and runtime combinations. Its release, license and deployment facts are tied to the official repository revision rather than inferred from the family name.
千问3-Embedding-8B-向量化模型-GGUF uses Not published by manufacturer with Not published by manufacturer. The stored architecture profile records layers, hidden width , attention heads and a 0 token context ceiling where the official configuration publishes those fields.
Verified Not published by manufacturer architecture
Official checkpoint and pipeline evidence
Official GGUF checkpoint coverage
Private LLM inference
Agentic workflows
Long-context document processing
Certified checkpoints and quantizations
Only exact, source-certified variants attached to this release are shown.
Recommended hardware
Use only the listed certified runtime configuration with the exact checkpoint precision. The recommendation engine checks weight memory, KV cache, runtime overhead, safety headroom, GPU architecture and topology before ranking rentable and reference hardware.
Reference only
The official license permits commercial use; its obligations still apply.
License and self-hosting considerations
The full 0B resident weight set must fit across the selected GPUs. Context and concurrency add KV-cache memory; MoE active parameters do not replace resident-weight memory.
千问3-Embedding-8B-向量化模型-GGUF 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-Embedding-8B-向量化模型, Qwen3 Embedding 8B
Release timeline
qwen/qwen-embedding/3-embedding-8b-gguf @ 7a7f688c979bc0ca32741a42ddde6ff26a4af00df0ac39052c2e7b8713a77f13
Qwen/Qwen3-Embedding-8B-GGUF @ 2025-07-15T17:58:24Z
Frequently asked questions
How much VRAM does 千问3-Embedding-8B-向量化模型-GGUF require?
The exact estimate depends on checkpoint precision, context and concurrency; the page recommendation uses the certified memory engine and compatible runtime configurations.
Which runtimes support 千问3-Embedding-8B-向量化模型-GGUF?
No runtime is presented as supported until upstream evidence is verified.
Can 千问3-Embedding-8B-向量化模型-GGUF 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: 2026-09-04