Visual-ERM: تایبەتمەندی، پێداویستییەکانی GPU، میوانداری و جێبەجێکردن

تەلارسازی، بەهێزییەکان و بەکارهێنان

Visual-ERM 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 تۆکنەکان, and exposes only source-certified خاڵەکانی وەشان and ژینگەی جێبەجێکردن combinations. Its release, license and deployment facts are tied to the official repository revision rather than inferred from the family name.

Visual-ERM 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 تۆکن context ceiling where the official configuration publishes those fields.

خاڵەکانی پشکنین و کوانتایزکردنی پشتڕاستکراو

تەنها ئەو جۆرە وردانە پیشان دەدرێن کە سەرچاوە پشتڕاستی کردوونەوە و بەو وەشانەوە بەستراونەتەوە.

سەختەواڵەی پێشنیارکراو

Use only the listed certified ژینگەی جێبەجێکردن configuration with the exact خاڵی وەشان precision. The recommendation engine checks weight memory, کاشی KV, ژینگەی جێبەجێکردن overhead, safety توانای زیادەی بەردەست, GPU architecture and topology before ranking rentable and reference hardware.

مۆڵەت و بڕیارەکانی میوانداری لەسەر خۆت

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.

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

بەکارهێنانی بازرگانی ڕێگەپێدراوە. مۆڵەتی فەرمی بەکارهێنانی بازرگانی ڕێگەپێدەدات؛ پابەندییەکانی هێشتا جێبەجێ دەبن.

جێگرەوەکان و جۆرە هاوتەمەنەکان

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, Cosmos-Reason2-32B, Qwen3-VL-Reranker-8B, Qwen3-VL-Embedding-8B, EGM-8B-SFT, EGM-8B, 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

ڕێڕەوی کاتیی وەشان

پرسیارە باوەکان

سەرچاوە فەرمییەکان

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دوا جار پشتڕاستکراوەتەوە: 2026-09-03