Long-Horizon Autonomous Agents Guide and Taxonomy

Understanding Long-Horizon Autonomous Agents: An Overview of the RUC-NLPIR Repository Artificial Intelligence has reached a fundamental inflection point, transitioning from single-turn conversational language models to autonomous agents capable of managing complex,...

Deploying DeepSeek-v4 Flash on Dual DGX Spark Clusters

Architectural Overview of MiaAI-Lab DeepSeek-v4-Flash-DSpark-2x-DGX-Spark The MiaAI-Lab DeepSeek-v4-Flash-DSpark-2x-DGX-Spark repository delivers a specialized deployment blueprint and high-performance execution framework tailored for running DeepSeek-v4 Flash model...

Dot Loom Guide: Multi-Model AI Orchestration and Aggregation

IntroductionAs artificial intelligence engineering matures, developers are rapidly realizing that relying on a single monolithic language model creates severe single points of failure, extensive vendor lock-in, and unpredictable scaling costs. The current...

Sentdex/minion Guide: Minimal Coding Agent for Local LLMs

IntroductionRunning local artificial intelligence coding agents often presents a severe hardware challenge due to context bloat, forcing developers into a difficult compromise between capability and speed. As the ecosystem matures, many popular agent frameworks have...

vLLM-Moet Guide: Running Massive MoE Models on Consumer GPUs

IntroductionRunning frontier Mixture-of-Experts (MoE) models locally has traditionally required enterprise server racks, but vLLM-Moet changes the hardware equation entirely. VLLM-Moet is an advanced inference engine patch that modifies the official vLLM...