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...
Build Custom AI Tools for Your AI Agents that Combine Machine Learning and Statistical Analysis
Source: MarkTechPost The ability to build custom tools is critical for building customizable AI Agents. In this tutorial,...
Unbabel Introduces TOWER+: A Unified Framework for High-Fidelity Translation and Instruction-Following in Multilingual LLMs
Source: MarkTechPost Large language models have driven progress in machine translation, leveraging massive training corpora to translate dozens...
Using generative AI to help robots jump higher and land safely
Source: MIT News – Artificial intelligence Diffusion models like OpenAI’s DALL-E are becoming increasingly useful in helping brainstorm...
GURU: A Reinforcement Learning Framework that Bridges LLM Reasoning Across Six Domains
Source: MarkTechPost Limitations of Reinforcement Learning in Narrow Reasoning Domains Reinforcement Learning RL has demonstrated strong potential to...