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Qwen Embedding · Embedding · qwen3

千问3-Embedding-8B-向量化模型: ځانګړنې، د GPU اړتیاوې، کوربه‌توب او ځای‌پرځای کول

千问3-Embedding-8B-向量化模型 is a recent Embedding release in the Qwen Embedding family, certified from its immutable official source revision.

یوازې د مرجع لپاره دا ماډل پرتله کړئ
Technical deployment reference illustration for 千问3-Embedding-8B-向量化模型
Reference deployment flow; exact architecture facts are listed separately.
ټول پارامېټرونهجوړوونکي دا معلومات نه دي خپاره کړي.
فعال پارامېټرونهDense ماډل
د context کړکۍN/A / نېغه پرتله نه شي کېدای
د نسخې وضعیتوروستی · وروستی
معماري
موداليټي‌ګانېمتن
جوازapache-2.0
د ځای‌پرځای کولو حالتیوازې د مرجع لپاره
سوداګریز وضعیتسوداګریزه کارونه اجازه لري
د خپرېدو نېټه

معماري، پیاوړتیاوې او کارونې

千问3-Embedding-8B-向量化模型 is an official self-hostable Qwen release in the Qwen Embedding Embedding track. It uses The manufacturer has not published this information., carries The manufacturer has not published this information., supports a verified context window of 0 ټوکنونه, and exposes only source-certified checkpointونه and د اجرا چاپېریال 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 uses The manufacturer has not published this information. with The manufacturer has not published this information.. The stored architecture profile records layers, hidden width , attention heads and a 0 ټوکن context ceiling where the official configuration publishes those fields.

Verified The manufacturer has not published this information. architecture
Official checkpoint and بهیر evidence
Official Unknown checkpoint coverage
Private LLM inference
Agentic workflows
Long-context document processing

تایید شوي checkpoint-ونه او quantization-ونه

یوازې د سرچینې له خوا تصدیق شوې کره بڼې چې له دې نسخې سره تړلې دي، ښودل کېږي.

千问3-Embedding-8B-向量化模型

Qwen/Qwen3-Embedding-8B

رسمي · ناپېژندل شوی · unknown

Precision / quantizationبڼهبټونهپر خپروونکي باورد ځای‌پرځای کولو حالت

سپارښتل شوی هارډوېیر

Use only the listed certified د اجرا چاپېریال configuration with the exact checkpoint precision. The recommendation engine checks weight memory, KV cache, د اجرا چاپېریال overhead, safety اضافي ظرفیت, GPU architecture and topology before ranking rentable and reference hardware.

یوازې د مرجع لپاره

The official license permits commercial use; its obligations still apply.

د جواز او خپل کوربه‌توب ملاحظات

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 is published under apache-2.0. The release-scoped official license link and verification date are retained with the catalogue record.

سوداګریزه کارونه اجازه لري. رسمي جواز سوداګریزه کارونه اجازه کوي؛ د جواز نور مکلفیتونه هم پر خپل ځای دي.

بدیلونه او هم‌نسله بڼې

千问3-Embedding-8B-向量化模型-GGUF, Qwen3 Embedding 8B

د نسخو مهالوېش

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

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 32afa7516692fcfa26f964629fcf4a9852e2737bf8b63bb849de341cf1d1505f

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

How much VRAM does 千问3-Embedding-8B-向量化模型 require?

The exact estimate depends on checkpoint precision, context and concurrency; the page recommendation uses the certified memory engine and compatible د اجرا چاپېریال configurations.

Which د اجرا چاپېریالونه ملاتړ 千问3-Embedding-8B-向量化模型?

No د اجرا چاپېریال is presented as supported until upstream evidence is verified.

Can 千问3-Embedding-8B-向量化模型 be used commercially?

The stored commercial classification is Commercial Use Allowed. Consult the official apache-2.0 terms for the final obligations.

رسمي مراجع

وروستی تایید: 2026-09-03