Sakana AI Proposes DiffusionBlocks: a Block-wise Training Framework That Converts Residual Networks into Independently Trainable Denoising Modules
Source: MarkTechPost Researchers from Sakana AI and the University of Tokyo propose DiffusionBlocks. It trains transformer-based networks one...
NVIDIA Releases Polar, a Token-Faithful Rollout Framework for GRPO Training Across Codex, Claude Code, and Qwen Code
Source: MarkTechPost Reinforcement learning for language agents is growing more complex. Agents now manage multi-turn tool use, long-running...
The Statistics of Token Selection: Logits, Temperature, and Top-P Walkthrough
Source: MachineLearningMastery.com In this article, you will learn how logits, temperature, and top-p sampling work together to control...
Meet EAGLE 3.1: The Speculative Decoding Algorithm That Fixes Attention Drift in LLM Inference
Source: MarkTechPost Speculative decoding is a technique for speeding up large language model inference. A small, fast draft...
MEMO: A Modular Framework for Training a Dedicated Memory Model on New Knowledge Without Modifying LLM Parameters
Source: MarkTechPost Large language models become static after pretraining. Their knowledge does not update as the world changes....
Design a High-Precision Retrieve-and-Rerank Pipeline with ZeroEntropy Zerank-2 Reranker
Source: MarkTechPost In this tutorial, we use zeroentropy/zerank-2-reranker, a 4B Qwen3-based cross-encoder reranker, to improve retrieval quality. We...
Stability AI Releases Stable Audio 3: A Family of Fast Latent Diffusion Models for Audio Generation and Editing
Source: MarkTechPost Stability AI has released open weights for Stable Audio 3 along with a technical research paper....
Building a Multi-Tool Gemma 4 Agent with Error Recovery
Source: MachineLearningMastery.com In this article, you will learn how to transform a basic tool-calling script into a resilient...
Meet OmniVoice Studio: A Local, Open-Source Alternative to ElevenLabs
Source: MarkTechPost ElevenLabs charges between $5 and $330 per month for voice AI services. Every audio file you...
Design a Complete Multimodal RLVR Pipeline with Open-MM-RL, Vision-Language Prompting, Reward Scoring, and GRPO Export
Source: MarkTechPost In this tutorial, we explore the TuringEnterprises/Open-MM-RL dataset as a practical foundation for multimodal reasoning and...