Parallax: A Parameterized Local Linear Attention That Keeps Softmax and Adds a Learned Covariance Correction Branch
Source: MarkTechPost The Transformer’s attention mechanism has barely changed since 2017. Most efficiency work has tried to replace...
A Coding Implementation on Loguru for Designing Robust, Structured, Concurrent, and Production-Ready Python Logging Pipelines
Source: MarkTechPost In this tutorial, we implement a practical use case with Loguru, a powerful, flexible, and production-ready...
Trajectory Releases a Concurrent Multi-LoRA Training Stack for Continual Learning, Reporting a 2.81× Experiment-Throughput Gain
Source: MarkTechPost Trajectory’s concurrent multi-LoRA stack reports a 2.81× experiment-throughput gain over single-tenant RL, with all code in...
Best Text-to-Speech TTS Models in 2026: A Benchmark-Based Comparison
Source: MarkTechPost Text-to-speech TTS moved fast over the past year. The line between synthetic and human speech narrowed....
Genesis AI Releases Nyx, Quadrants, and Genesis World 1.0 Physics Platform for Scalable Robotics Foundation Model Evaluation
Source: MarkTechPost Genesis AI released Genesis World 1.0. The platform consists of four components: the Genesis World physics...
Hermes Agent Ships Tool Search for MCP: Anthropic Evals Show 49% to 74% Accuracy Gain on Opus 4
Source: MarkTechPost Nous Research’s open-source Hermes Agent now ships a Tool Search feature. It directly addresses a growing...
NVIDIA Introduces X-Token: Projection-Guided Cross-Tokenizer KD That Outperforms GOLD by +3.82 Average Points on Llama-3.2-1B
Source: MarkTechPost Knowledge distillation (KD) transfers “dark knowledge” from a large teacher model to a smaller student. The...
StepFun Releases Step 3.7 Flash: A 198B MoE Vision-Language Model for Coding Agents and Search Workflows
Source: MarkTechPost StepFun today released Step 3.7 Flash, a multimodal Mixture-of-Experts model targeting agentic use cases. It adds...
Meet mKernel: A Multi-GPU, Multi-Node Fused Kernel Library for GPU-Driven Communication
Source: MarkTechPost GPU communication overhead is a measurable bottleneck in production AI workloads. According to data cited by...
How to Design an End-to-End Ansible Automation Lab with Playbooks, Inventories, Roles, Vault, Dynamic Inventory, and Custom Modules
Source: MarkTechPost In this tutorial, we build a complete Ansible lab that runs end-to-end in Google Colab or...