AntAngelMed: How to Deploy the World-Leading Open-Source Medical LLM in Your Hospital
1 months ago 高效码农Bringing the “Hospital Brain” Home: A Complete, Plain-English Guide to AntAngelMed, the World-Leading Open-Source Medical LLM Keywords: AntAngelMed, open-source medical LLM, HealthBench, MedAIBench, local deployment, vLLM, SGLang, Ascend 910B, FP8 quantization, 128 K context 1. What Is AntAngelMed—in One Sentence? AntAngelMed is a 100-billion-parameter open-source language model that only “wakes up” 6.1 billion parameters at a time, yet it outscores models four times its active size on medical exams, and you can download it for free today. 2. Why Should Non-PhD Readers Care? If you code: you can add a medical “co-pilot” to your app in one afternoon. If you …
Causal-Attention Diffusion LM: How WeDLM Outperforms vLLM Without Custom Kernels
1 months ago 高效码农WeDLM in Practice: How to Deploy a Causal-Attention Diffusion LM That Outruns vLLM Without New Kernels TL;DR: WeDLM keeps causal attention, reorders tokens so masked positions still see all observed context, and commits tokens left-to-right as soon as they are predicted. The result is the first diffusion-style language model that beats a production vLLM baseline in wall-clock time while preserving (and sometimes improving) accuracy. This post explains why it works, how to run it, and what to watch when you ship it. What exact problem does WeDLM solve? Question answered: “Why do most diffusion language models feel fast in papers …
Qwen3-8B-Drama-Thinking: How AI Screenwriting Reveals Its Creative Process
1 months ago 高效码农Qwen3-8B-Drama-Thinking: When AI Starts “Thinking” About Screenwriting Core question: How does this model elevate AI scriptwriting from text generation to demonstrating creative thinking? Qwen3-8B-Drama-Thinking is an 8-billion parameter large language model specifically designed for screenwriting. Its breakthrough lies not in producing better scripts, but in visualizing the entire creative process on screen—wrapping three to four thousand tokens of reasoning chains within <think>…</think> tags that meticulously detail everything from thematic deconstruction and character psychology analysis to three-act structure planning. This isn’t mere text generation; it’s a “visualization” of the creative workflow. 1. Core Features: Why It’s a “Creative Thinking Partner” Central …