Crome: Google DeepMind’s Causal Framework for Robust Reward Modeling in LLM Alignment
Source: MarkTechPost Reward models are fundamental components for aligning LLMs with human feedback, yet they face the challenge...
Thought Anchors: A Machine Learning Framework for Identifying and Measuring Key Reasoning Steps in Large Language Models with Precision
Source: MarkTechPost Understanding the Limits of Current Interpretability Tools in LLMs AI models, such as DeepSeek and GPT...
DeepSeek R1T2 Chimera: 200% Faster Than R1-0528 With Improved Reasoning and Compact Output
Source: MarkTechPost TNG Technology Consulting has unveiled DeepSeek-TNG R1T2 Chimera, a new Assembly-of-Experts (AoE) model that blends intelligence...
Shanghai Jiao Tong Researchers Propose OctoThinker for Reinforcement Learning-Scalable LLM Development
Source: MarkTechPost Introduction: Reinforcement Learning Progress through Chain-of-Thought Prompting LLMs have shown excellent progress in complex reasoning tasks...
ReasonFlux-PRM: A Trajectory-Aware Reward Model Enhancing Chain-of-Thought Reasoning in LLMs
Source: MarkTechPost Understanding the Role of Chain-of-Thought in LLMs Large language models are increasingly being used to solve...
Baidu Open Sources ERNIE 4.5: LLM Series Scaling from 0.3B to 424B Parameters
Source: MarkTechPost Baidu has officially open-sourced its latest ERNIE 4.5 series, a powerful family of foundation models designed...
OMEGA: A Structured Math Benchmark to Probe the Reasoning Limits of LLMs
Source: MarkTechPost Introduction to Generalization in Mathematical Reasoning Large-scale language models with long CoT reasoning, such as DeepSeek-R1,...
TabArena: Benchmarking Tabular Machine Learning with Reproducibility and Ensembling at Scale
Source: MarkTechPost Understanding the Importance of Benchmarking in Tabular ML Machine learning on tabular data focuses on building...
Accelerating scientific discovery with AI
Source: MIT News – Artificial intelligence Several researchers have taken a broad view of scientific progress over the...
MDM-Prime: A generalized Masked Diffusion Models (MDMs) Framework that Enables Partially Unmasked Tokens during Sampling
Source: MarkTechPost Introduction to MDMs and Their Inefficiencies Masked Diffusion Models (MDMs) are powerful tools for generating discrete...