Cosmos-Reason2-32B: مشخصات، د GPU اړتیاوې او جواز

معماري، پیاوړتیاوې او کارونې

Cosmos-Reason2-32B is an official self-hostable Qwen release in the Qwen Vision 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.

Cosmos-Reason2-32B 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.

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 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.

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.

Cosmos-Reason2-32B is published under other. The release-scoped official license link and verification date are retained with the catalogue record.

ناڅرګند / د سپارښتنې وړ نه دی. سوداګریز حقونه نه دي تایید شوي، نو د دې خپرونې سوداګریزه سپارښتنه نه کېږي.

بدیلونه او هم‌نسله بڼې

千问3-VL-8B-Instruct, 千问3-VL-32B-Instruct, 千问3-VL-30B-A3B-Instruct, 千问3-VL-235B-A22B-Instruct, 千问3-VL-8B-Thinking, 千问3-VL-30B-A3B-Thinking, 千问3-VL-32B-Thinking, 千问3-VL-235B-A22B-Thinking, UniRG-CXR, Cosmos-Reason2-8B, Qwen3-VL-Reranker-8B, Qwen3-VL-Embedding-8B, EGM-8B-SFT, EGM-8B, Visual-ERM, Qwen3-VL-235B-A22B-Instruct-NVFP4, SAGE-MM-Qwen3-VL-8B-SFT, Qwen3-VL-235B-A22B-Instruct-FP8, Qwen3-VL-235B-A22B-Thinking-FP8, Qwen3-VL-8B-Instruct-FP8, Qwen3-VL-8B-Thinking-FP8, Qwen3-VL-30B-A3B-Instruct-FP8, Qwen3-VL-30B-A3B-Thinking-FP8, Qwen3-VL-32B-Thinking-GGUF, Qwen3-VL-8B-Thinking-GGUF, Qwen3-VL-8B-Instruct-GGUF, Qwen3-VL-32B-Instruct-GGUF, Qwen3-VL-30B-A3B-Instruct-GGUF, Qwen3-VL-30B-A3B-Thinking-GGUF, Qwen3-VL-235B-A22B-Thinking-GGUF, Qwen3-VL-235B-A22B-Instruct-GGUF, Qwen3-VL-32B-Instruct-FP8, Qwen3-VL-32B-Thinking-FP8, Qwen3-VL 32B Instruct, Qwen3-VL 32B Thinking, Qwen3-VL 8B Instruct

د نسخو مهالوېش

ډېرې پوښتل شوې پوښتنې

رسمي مراجع

• huggingface.co

وروستی تایید: 2026-09-03