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Tag: supervised fine-tuning

  • Repeating Data Improves AI Reasoning Skills, Defying Machine Learning Norms
    Artificial Intelligence

    AI Reasoning Boosted by Repeating Data

    by Muhammad Rohail T.February 17, 2026
  • AI Still Struggles with Basic Physics Despite Learning through Virtual Interaction
    Physics

    AI Fails Basic Physics Despite Virtual Training

    by Muhammad Rohail T.February 9, 2026
  • Longitudinal EHR Simulation Advances Clinical Prediction Using Next-Token Prediction at Scale
    Artificial Intelligence

    EHR Simulation Improves Clinical Prediction

    by Muhammad Rohail T.February 3, 2026
  • Cognitively Aligned Post-Training Achieves 70% Gains in LLM Reasoning Reliability
    Machine Learning

    LLM Reasoning: 70% Gain with Cognitive Post-Training

    by Muhammad Rohail T.January 31, 2026
  • Int Achieves 14% Reasoning Improvement in LLMs with Self-Proposed Interventions
    Artificial Intelligence

    LLMs See 14% Reasoning Boost with Intervention Training

    by Muhammad Rohail T.January 23, 2026
  • Fine-tuning Tabular Foundation Models Achieves Strong Zero-Shot Performance on Structured Data
    Machine Learning

    Tabular Models: Zero-Shot Performance on Structured Data

    by Muhammad Rohail T.January 20, 2026
  • Skyra Enables AI Video Detection with Grounded Reasoning and a New 4K ViF-CoT Dataset
    Artificial Intelligence

    AI Detects AI Videos with Skyra & ViF-CoT Dataset

    by Muhammad Rohail T.December 19, 2025
  • Be My Eyes: Multi-Agent Collaboration Extends Large Language Models to New Modalities through Vision
    Artificial Intelligence

    LLM Vision: Multi-Agent System Beats Benchmarks

    by Muhammad Rohail T.November 26, 2025
  • Zflora: Zero-Latency Fused Low-Rank Adapters Achieve 2.5x Speedup with Less Than 1% Parameter Increase
    Technology News

    Zflora Adapters: 2.5x Speedup, Minimal Parameters

    by Muhammad Rohail T.November 1, 2025
  • Effireasontrans: RL-Optimized Reasoning Achieves 49.2% Improved Code Translation with Reduced Latency
    Artificial Intelligence

    RL Optimizes Code Translation, Cuts Latency 49.2%

    by Muhammad Rohail T.October 22, 2025
  • Taosr-she Framework Improves E-commerce Search Relevance with Stepwise Hybrid Examination Reinforcement Learning
    Emerging Technology, Quantum Research News

    Quantum ML Boosts E-commerce Search Relevance

    by Muhammad Rohail T.October 13, 2025
  • Accurate Weight-Matrix Fingerprint Identifies Large Language Models Trained from Scratch or Derived from Existing Bases
    Artificial Intelligence

    LLM Fingerprint Tracks Origins & Modifications

    by Quantum MechanicOctober 11, 2025
  • Caprl: Reinforcement Learning Stimulates Dense Image Caption Capabilities, Overcoming Limitations of Supervised Fine-Tuning
    Artificial Intelligence

    Caprl: AI Boosts Dense Image Captioning

    by Muhammad Rohail T.October 2, 2025
  • Parallel-r1 Framework Achieves 8.4% Performance Gain, Enabling Enhanced Reasoning in Large Language Models
    Artificial Intelligence

    Parallel-r1 boosts LLM reasoning performance by 8.4%

    by Dr. DonovanSeptember 14, 2025
  • Robotics Breakthrough: Reinforcement Learning Scales Vision-Action Skills
    Robotics

    Robotics: Reinforcement Learning Boosts Vision Skills

    by Dr. DonovanSeptember 13, 2025
  • Researchers Overcome Limitations in Query-Driven Text Summarization, Addressing Bottlenecks in Multi-stage Pipelines
    Artificial Intelligence

    Quantum AI Summarizes Text, Boosts Pipelines

    by Dr. DonovanAugust 30, 2025
  • Researchers restore out-of-distribution performance by 8.97% to 19.66% with reinforcement learning fine-tuning
    Artificial Intelligence

    RL Fine-tuning Boosts Language Model Performance

    by Dr. DonovanAugust 25, 2025
  • Medical AI Agents Boost Accuracy for Complex Health Queries
    Artificial Intelligence

    Medical AI Agents Boost Accuracy for Complex Health Queries

    by Dr. DonovanAugust 21, 2025
  • Reinforcement Learning Enables Ultra-Long, High-Quality Text Generation in LLMs.
    Artificial Intelligence

    LLM Text Generation Boosted by Reinforcement Learning

    by Dr. DonovanJune 25, 2025
  • Supervised Fine-tuning and ReiSupervised Fine-tuning and Reinforcement Learning Enhance Reasoning in Large Language Models.nforcement Learning Enhance Reasoning in Large Language Models.
    Artificial Intelligence

    LLM Reasoning Boosted by Fine-tuning & RL

    by The NeuronJune 19, 2025
  • Neural Network Scaling Laws Predict Performance with Problem Complexity.
    Artificial Intelligence

    Neural Networks: Scaling Predicts Complexity

    by Dr. DonovanJune 19, 2025
  • Latent Reasoning Compression Boosts AI Performance and Reduces Computational Cost.
    Artificial Intelligence

    CoLaR: AI Reasoning Compression Cuts Costs

    by Dr. DonovanMay 26, 2025
  • Apple MM1: A New Frontier in Multimodal Large Language Models From Tech Giant Can Scale to 30 Billion Parameters
    Artificial Intelligence

    Apple MM1: 30B Parameter Multimodal LLM

    by Rusty FlintMarch 17, 2024
  • Mistral AI Releases Mixtral 8x7B: A High-Performance, Multilingual, Open-Weight Model Outperforming GPT3.5
    Artificial Intelligence

    Mixtral 8x7B: Open-Weight Model Beats GPT-3.5

    by Ivy DelaneyDecember 20, 2023
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