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Qwen · متن

د Qwen Embedding ماډلونه: نسخې، ځانګړنې، د GPU اړتیاوې او کوربه‌توب

Qwen Embedding separates embedding and بیا درجه‌بندي releases from the main Qwen generative tracks for retrieval-specific deployment.

Technical deployment reference illustration for Qwen Embedding
Reference deployment flow; exact architecture facts are listed separately.

لنډه کتنه او مخینه

Qwen Embedding is an official Qwen model family represented here through independently verified release, checkpoint, license, د اجرا چاپېریال and hardware evidence. Qwen Embedding separates embedding and بیا درجه‌بندي releases from the main Qwen generative tracks for retrieval-specific deployment. Current public releases are grouped by the Embedding, بیا درجه‌بندي 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 بیا درجه‌بندي siblings
Multilingual retrieval
Official Transformers ملاتړ

معماري او د ماډل لړۍ

This Embedding and بیا درجه‌بندي family has 5 source-certified public releases. Architecture, parameter counts, and بهیر details are shown only when the official source publishes them; language-model-only context and KV-cache assumptions are not applied.

عامې نسخې5
د ماډل لړۍ2
اوسنی نسلQwen3 Embedding 8B
وروستی تایید2026-09-04T00:00:00.000000Z

د ځای‌پرځای کولو ایکوسیستم

Choose a specific Qwen Embedding release and certified checkpoint before sizing hardware. FusionPointAI rejects unknown د اجرا چاپېریال configurations and applies کاري بار-specific memory rules before separating compatible hardware from rentable inventory.

Validate the exact checkpoint, license, د اجرا چاپېریال, precision, input and output dimensions, batch size, and GPU memory. Resource sizing uses rules appropriate to Embedding and بیا درجه‌بندي کاري بارونه.

عامې کارونې

Private Embedding and بیا درجه‌بندي کاري بارونه
Controlled model evaluation
Production deployment planning

د جواز لنډه کتنه

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.

د نسخو مهالوېش

qwen/qwen-embedding/3-embedding-8b-gguf

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 7a7f688c979bc0ca32741a42ddde6ff26a4af00df0ac39052c2e7b8713a77f13

qwen/qwen-embedding/3-embedding-8b

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 32afa7516692fcfa26f964629fcf4a9852e2737bf8b63bb849de341cf1d1505f

qwen/qwen-embedding/3-reranker-8b

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: b7bab195ad575709bc3cbae17b8ac581aa9ae3b7b516bb3e94901f601a49c92b

qwen/qwen-embedding/qwen3-embedding-8b

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 363301735d1684d65ad692bb7724c29248b8040c5edc6d00c4754169b65ea226

qwen/qwen-embedding/qwen3-reranker-8b

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 01877eea9646ea6f04f16d6f79648f3c512bca5fb1b2b760649934b08e7c496b

Qwen/Qwen3-Reranker-8B @ 2026-08-07T13:19:07Z

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 2026-08-07T13:19:07Z

Qwen/Qwen3-Embedding-8B-GGUF @ 2025-07-15T17:58:24Z

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 2025-07-15T17:58:24Z

Qwen/Qwen3-Embedding-8B @ 2025-07-07T16:26:32Z

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 2025-07-07T16:26:32Z

ډېرې پوښتل شوې پوښتنې

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 د اجرا چاپېریال 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.

رسمي مراجع

وروستی تایید: 2026-09-04