Hugging Face

Cover card: LFM3-Omni-2B has 2.2B parameters and a 1.1GB Q4_K_M GGUF; Unlimited-OCR-2 has 3.34B parameters and is 7.0x faster per decoding step at hundred-page scale

Dev Picks · Hugging Face

LFM3-Omni-2B Is the One You Can Put on a Device Today

From this week’s Hugging Face trending list: Liquid AI’s LFM3-Omni-2B, a 2.2B model that listens, sees and speaks, and Baidu’s Unlimited-OCR-2, a 3.34B OCR model that parses hundreds of pages in one pass. Licenses, benchmarks, run commands and whether they fit on edge hardware.

Cover card: LensVLM-9B holds accuracy at 4.3x compression, MiMo-V2.6-Distill-Qwen-9B scores 61.1 on SWE-bench Verified

Dev Picks · Hugging Face

Two 9B Models: One Reads Compressed, One Learns Distilled

Two 9B models from this week’s Hugging Face trending list, both built on Qwen3.5-9B: Apple’s LensVLM-9B, which reads long documents as compressed images, and Xiaomi’s MiMo-V2.6-Distill-Qwen-9B, tuned for coding and agents. Licenses, numbers and how to run them.

Cover card: 2nm process, 5.11GHz peak clock, Qwen3.8-27B at 7.08M downloads, zero confirmed Korea launches

Weekly Brief · Smartphone · Hugging Face

Qualcomm Ships a New Chip, Korea Stays Quiet

No confirmed Korea product launches this week. Globally, Qualcomm unveiled the 2nm Snapdragon 8 Elite Gen 6 and Extreme Gen 6 at its Snapdragon Summit, and on the software side Alibaba’s Qwen3.8-27B topped Hugging Face’s weekly trending chart with over 16,000 likes.

Cover card: MiniCPM5-2B at 2.52B parameters, Qwen3.8-Flash-Next at 6B active per token, both with GGUF on-device builds

Dev Picks · Hugging Face

MiniCPM5 Wins Big, Flash-Next Spends Small

This week’s Hugging Face trending picks: MiniCPM5-2B, a 2.52B on-device model that beats a 4B rival, and Qwen3.8-Flash-Next, a 125B MoE that only wakes up 6B parameters per token.

Weekly brief card: Galaxy S26 FE 256GB at KRW 1,045,000 with a 4,900mAh battery, Atlas 1.0 at $499, Solar Open2 at 250B parameters

Weekly Brief · Smartphone · Wearable

Galaxy S26 FE Costs Less, a Wearable Reads More

Samsung’s Galaxy S26 FE went on sale in Korea at KRW 1,045,000, a brainwave-reading wearable called Atlas 1.0 launched abroad, and Upstage’s large open model Solar Open2-250B drew attention in software.