Qwen3-VL 32B Thinking: ځانګړنې، د GPU اړتیاوې، کوربه‌توب او ځای‌پرځای کول

معماري، پیاوړتیاوې او کارونې

Qwen3-VL 32B Thinking is an official self-hostable Qwen release in the Qwen Vision track. It uses Qwen3VLForConditionalGeneration, carries 32B, supports a verified context window of 262,144 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.

Qwen3-VL 32B Thinking uses Qwen3VLForConditionalGeneration with 32B. The stored architecture profile records 64 layers, hidden width 5120, 64 attention heads and a 262,144 ټوکن context ceiling where the official configuration publishes those fields.

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.

سپارښتل شوی هارډوېیر

Use only the listed transformers 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.

د جواز او خپل کوربه‌توب ملاحظات

The full 32B 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.

Qwen3-VL 32B Thinking 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

Qwen3-VL 8B Instruct, Qwen3-VL 235B-A22B Instruct, Qwen3-VL 235B-A22B Thinking, Qwen3-VL 32B Instruct, Qwen3-VL 30B-A3B Instruct, Qwen3-VL 30B-A3B Thinking, Qwen3-VL 8B Thinking

د نسخو مهالوېش

ډېرې پوښتل شوې پوښتنې

رسمي مراجع

• huggingface.co
• www.apache.org

وروستی تایید: 2026-08-26