qwen/qwen-embedding/3-embedding-8b-gguf
উৎসের বিবরণ
উৎস revision: 7a7f688c979bc0ca32741a42ddde6ff26a4af00df0ac39052c2e7b8713a77f13
Qwen · টেক্সট
Qwen Embedding মডেল: সংস্করণ, বৈশিষ্ট্য, GPU প্রয়োজন ও hosting
Qwen Embedding separates embedding and reranking releases from the main Qwen generative tracks for retrieval-specific deployment.
পরিচিতি ও ইতিহাস
Qwen Embedding is an official Qwen model family represented here through independently verified release, checkpoint, license, runtime and hardware evidence. Qwen Embedding separates embedding and reranking releases from the main Qwen generative tracks for retrieval-specific deployment. Current public releases are grouped by the Embedding, reranking tracks so sibling sizes and specialist branches are not presented as false chronological generations.
FusionPointAI currently tracks 5 certified public Qwen Embedding releases. The catalogue preserves release dates and evaluates Current, Recent, Previous and Legacy status within each model track rather than by database insertion order.
Embedding and reranking siblings
Multilingual retrieval
Official Transformers সহায়তা
স্থাপত্য ও মডেলের পরিসর
This Embedding and reranking family has 5 source-certified public releases. Architecture, parameter counts, and pipeline details are shown only when the official source publishes them; language-model-only context and KV-cache assumptions are not applied.
প্রকাশ্য release5
মডেলের track2
বর্তমান প্রজন্মQwen3 Embedding 8B
সর্বশেষ যাচাই2026-09-04T00:00:00.000000Z
প্রজন্ম, track ও variant
Embedding
qwen3
সাম্প্রতিক প্রজন্ম 2টি sibling variantQwen3 Embedding
বর্তমান প্রজন্মReranking
qwen3
সাম্প্রতিক প্রজন্মQwen3 Reranker
বর্তমান প্রজন্মস্থাপনা-পরিবেশ
Choose a specific Qwen Embedding release and certified checkpoint before sizing hardware. FusionPointAI rejects unknown runtime configurations and applies workload-specific memory rules before separating compatible hardware from rentable inventory.
Validate the exact checkpoint, license, runtime, precision, input and output dimensions, batch size, and GPU memory. Resource sizing uses rules appropriate to Embedding and reranking workload.
সাধারণ ব্যবহার
Private Embedding and reranking workload
Controlled model evaluation
Production deployment planning
লাইসেন্সের সারাংশ
Licenses are certified per release, not inferred from the provider. Review the release page before commercial deployment because terms can differ between generations and variants.
Commercial-use status is a source-backed catalogue classification, not legal advice. Follow the linked official license and attribution requirements.
Release-এর সময়রেখা
qwen/qwen-embedding/3-embedding-8b
উৎসের বিবরণ
উৎস revision: 32afa7516692fcfa26f964629fcf4a9852e2737bf8b63bb849de341cf1d1505f
qwen/qwen-embedding/3-reranker-8b
উৎসের বিবরণ
উৎস revision: b7bab195ad575709bc3cbae17b8ac581aa9ae3b7b516bb3e94901f601a49c92b
qwen/qwen-embedding/qwen3-embedding-8b
উৎসের বিবরণ
উৎস revision: 363301735d1684d65ad692bb7724c29248b8040c5edc6d00c4754169b65ea226
qwen/qwen-embedding/qwen3-reranker-8b
উৎসের বিবরণ
উৎস revision: 01877eea9646ea6f04f16d6f79648f3c512bca5fb1b2b760649934b08e7c496b
Qwen/Qwen3-Reranker-8B @ 2026-08-07T13:19:07Z
Qwen/Qwen3-Embedding-8B-GGUF @ 2025-07-15T17:58:24Z
Qwen/Qwen3-Embedding-8B @ 2025-07-07T16:26:32Z
সাধারণ জিজ্ঞাসা
Which Qwen Embedding release is current?
Current releases are Qwen3 Embedding 8B, Qwen3 Reranker 8B, evaluated within their respective tracks.
Can Qwen Embedding be self-hosted?
Only releases with a verified official checkpoint and supported runtime configuration are presented as deployable.
Which GPU should run Qwen Embedding?
GPU selection depends on the exact variant, checkpoint precision, context length and concurrency; use the release hardware recommendations rather than the family name alone.
সরকারি তথ্যসূত্র
সর্বশেষ যাচাই: 2026-09-04