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News
LLaDA-UI vs Tencent UI-Mate-27B: autoregressive vs diffusion
4+ day, 11+ hour ago (138+ words) Everything below is vendor-reported — Tencent's numbers from the UI-Mate-27B card and paper, inclusionAI's from the LLaDA-UI technical report — and none of it has been reproduced by anyone outside the two labs as of September 9, 2026. Treat every figure as a claim....
AuK-Flash vs MathForm-8B: Quiet Specialists on Qwen Brains
4+ day, 14+ hour ago (372+ words) Because the two models do not overlap on any benchmark, the scoreboard is a portrait of two different bets rather than a ranking. Sourcing matters on every row — AuK-Flash's claims are Tencent card statements days old and unreproduced; MathForm-8B's…...
AuK: Tencent's Quiet Open-Weight 1.5B Speech Editor
4+ day, 14+ hour ago (705+ words) • The weights live on Hugging Face under the tencent org and are mirrored on ModelScope under Tencent-Hunyuan — two mirrors, same MIT licence. • Each model repo holds a single safetensors checkpoint plus a config and a VAE: auk_base.safetensors at 6.12 GB and…...
MiniCPM5-2B-DSpark: OpenBMB Quietly Open-Sources MiniCPM5-2B
6+ day, 3+ hour ago (380+ words) The 2B family went public as a rolling, unannounced drop, newest entries first: • 2026-09-06 — the flagship MiniCPM5-2B repo, then MiniCPM5-2B-DSpark twenty-one minutes later. • 2026-09-07 — MiniCPM5-2B-GPTQ, the quantized serving format. The draft model's card reports one figure that matters — acceptance length, the average number of…...
GPT-6 Sol Leak: Is a Cheaper Sibling to GPT-6 Astra Coming?
6+ day, 21+ hour ago (829+ words) OrcaRouter - QAlibabaNEWQwen: Qwen3.8 Flash2026-08-26$0.15 / $0.47 per 1M tokens - DDeepSeekDeepSeek: DeepSeek V4 Flash Vision (Exp)2026-08-21$0.15 / $0.29 per 1M tokens - QqwenQwen: Qwen3.7 Flash2026-07-27$0.03 / $0.13 per 1M tokens There is one problem with GPT-6 Sol as a rumor, and it is not that the model is unannounced — it is that the name is already…...
UI-Venus-2-9B vs Microsoft Mage-VL: Agent vs Watcher
1+ week, 6+ day ago (701+ words) UI-Venus-2-9B vs Microsoft Mage-VL: The Screenshot Agent vs the Codec-Stream Watcher OrcaRouter - QAlibabaNEWQwen: Qwen3.8 Flash2026-08-26$0.15 / $0.47 per 1M tokens - DDeepSeekNEWDeepSeek: DeepSeek V4 Flash Vision (Exp)2026-08-21$0.15 / $0.29 per 1M tokens - QqwenQwen: Qwen3.7 Flash2026-07-27$0.03 / $0.13 per 1M tokens UI-Venus-2-9B and Microsoft Mage-VL both shipped quietly within a month of each other — Mage-VL's repo…...