6+ hour, 56+ min ago  (270+ words) A general-purpose open Mo E model built for reasoning, tool use, and long-context work " 284 B total parameters, 13 B active, with a 1 M-token context window. The compact V4 family flagship for everyday agentic tasks. 284 B total / 13 B active Deep Seek V4-Flash is…...

3+ week, 6+ day ago  (88+ words) Mixture of Experts " 17 B active / 397 B total Trained for nuanced cultural understanding across 201 languages and dialects, making it the ideal foundation model for global enterprise applications. Better than 94% of models Better than 95% of models Choose the optimal balance of speed…...

4+ week, 2+ day ago  (146+ words) Vector Embeddings " 32 to 4096 dims Efficiently categorize massive datasets and perform unsupervised grouping of text data to discover underlying patterns and topics. Identify and align parallel sentences across more than 100 different languages to support translation and localization workflows. Utilize Matryoshka Representation…...

1+ mon, 1+ week ago  (141+ words) How I Processed 1, 000 Invoices with a 235 B LLM for Under $0. 50 Batch Inference for Open-Source LLMs: Faster, Cheaper, Scalable Dataset Generation to Train Privacy Proxy Model Batch Skill for Claude Code QLM - Query Language for Models Open Claw Skill for Doubleword…...

2+ mon, 2+ week ago  (143+ words) Vision-Language Mo E " 22 B active / 235 B total Operates GUI elements for automation tasks, aligns text to video timelines for precise temporal queries, and follows complex instructions over multi-turn dialogues. Transforms UI mockups and whiteboard sketches directly into functional code and…...