Large Language Models

GPT, Claude, Gemini, and other LLMs

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Llms

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

https://arxiv.org/abs/2604.05091 Abstract: "We present MegaTrain, a memory-centric system that efficiently trains 100B+ parameter large l...

Reddit - Artificial Intelligence · 1 min ·
Llms

[D] The Bitter Lesson of Optimization: Why training Neural Networks to update themselves is mathematically brutal (but probably inevitable)

Are we still stuck in the "feature engineering" era of optimization? We trust neural networks to learn unimaginably complex patterns from...

Reddit - Machine Learning · 1 min ·
Llms

main skill in software engineering in 2026 is knowing what to ask Claude, not knowing how to code. and I can’t decide if that’s depressing or just the next abstraction layer.

Been writing code professionally for 8+ years. I’m now mass spending more time describing features in plain english than writing actual c...

Reddit - Artificial Intelligence · 1 min ·

All Content

[2601.08393] Controlled LLM Training on Spectral Sphere
Llms

[2601.08393] Controlled LLM Training on Spectral Sphere

Abstract page for arXiv paper 2601.08393: Controlled LLM Training on Spectral Sphere

arXiv - Machine Learning · 3 min ·
[2601.04548] Identifying Good and Bad Neurons for Task-Level Controllable LLMs
Llms

[2601.04548] Identifying Good and Bad Neurons for Task-Level Controllable LLMs

Abstract page for arXiv paper 2601.04548: Identifying Good and Bad Neurons for Task-Level Controllable LLMs

arXiv - AI · 4 min ·
[2601.02663] When Do Tools and Planning Help Large Language Models Think? A Cost- and Latency-Aware Benchmark
Llms

[2601.02663] When Do Tools and Planning Help Large Language Models Think? A Cost- and Latency-Aware Benchmark

Abstract page for arXiv paper 2601.02663: When Do Tools and Planning Help Large Language Models Think? A Cost- and Latency-Aware Benchmark

arXiv - AI · 4 min ·
[2512.15163] MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
Llms

[2512.15163] MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers

Abstract page for arXiv paper 2512.15163: MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP...

arXiv - AI · 4 min ·
[2512.14391] RePo: Language Models with Context Re-Positioning
Llms

[2512.14391] RePo: Language Models with Context Re-Positioning

Abstract page for arXiv paper 2512.14391: RePo: Language Models with Context Re-Positioning

arXiv - Machine Learning · 4 min ·
[2512.13586] ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
Llms

[2512.13586] ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

Abstract page for arXiv paper 2512.13586: ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

arXiv - Machine Learning · 4 min ·
[2511.21399] Steering Awareness: Models Can Be Trained to Detect Activation Steering
Llms

[2511.21399] Steering Awareness: Models Can Be Trained to Detect Activation Steering

Abstract page for arXiv paper 2511.21399: Steering Awareness: Models Can Be Trained to Detect Activation Steering

arXiv - AI · 4 min ·
[2511.16786] Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach
Llms

[2511.16786] Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach

Abstract page for arXiv paper 2511.16786: Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach

arXiv - Machine Learning · 4 min ·
[2511.03153] RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring
Llms

[2511.03153] RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring

Abstract page for arXiv paper 2511.03153: RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring

arXiv - AI · 4 min ·
[2511.01870] CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution
Llms

[2511.01870] CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution

Abstract page for arXiv paper 2511.01870: CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution

arXiv - Machine Learning · 4 min ·
[2510.27173] FMint-SDE: A Multimodal Foundation Model for Accelerating Numerical Simulation of SDEs via Error Correction
Llms

[2510.27173] FMint-SDE: A Multimodal Foundation Model for Accelerating Numerical Simulation of SDEs via Error Correction

Abstract page for arXiv paper 2510.27173: FMint-SDE: A Multimodal Foundation Model for Accelerating Numerical Simulation of SDEs via Erro...

arXiv - Machine Learning · 4 min ·
[2510.22503] LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery
Llms

[2510.22503] LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery

Abstract page for arXiv paper 2510.22503: LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery

arXiv - Machine Learning · 4 min ·
[2510.20333] GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments?
Llms

[2510.20333] GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments?

Abstract page for arXiv paper 2510.20333: GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Envi...

arXiv - AI · 4 min ·
[2510.18876] Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs
Llms

[2510.18876] Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs

Abstract page for arXiv paper 2510.18876: Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs

arXiv - AI · 4 min ·
[2510.16714] SceneCOT: Eliciting Grounded Chain-of-Thought Reasoning in 3D Scenes
Llms

[2510.16714] SceneCOT: Eliciting Grounded Chain-of-Thought Reasoning in 3D Scenes

Abstract page for arXiv paper 2510.16714: SceneCOT: Eliciting Grounded Chain-of-Thought Reasoning in 3D Scenes

arXiv - AI · 3 min ·
[2510.16688] Pursuing Minimal Sufficiency in Spatial Reasoning
Llms

[2510.16688] Pursuing Minimal Sufficiency in Spatial Reasoning

Abstract page for arXiv paper 2510.16688: Pursuing Minimal Sufficiency in Spatial Reasoning

arXiv - AI · 4 min ·
[2510.00507] Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs
Llms

[2510.00507] Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs

Abstract page for arXiv paper 2510.00507: Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs

arXiv - AI · 4 min ·
[2509.25149] Pretraining Large Language Models with NVFP4
Llms

[2509.25149] Pretraining Large Language Models with NVFP4

Abstract page for arXiv paper 2509.25149: Pretraining Large Language Models with NVFP4

arXiv - Machine Learning · 5 min ·
[2510.00177] PrefDisco: Benchmarking Proactive Personalized Reasoning
Llms

[2510.00177] PrefDisco: Benchmarking Proactive Personalized Reasoning

Abstract page for arXiv paper 2510.00177: PrefDisco: Benchmarking Proactive Personalized Reasoning

arXiv - AI · 4 min ·
[2509.24210] BeyondBench: Contamination-Resistant Evaluation of Reasoning in Language Models
Llms

[2509.24210] BeyondBench: Contamination-Resistant Evaluation of Reasoning in Language Models

Abstract page for arXiv paper 2509.24210: BeyondBench: Contamination-Resistant Evaluation of Reasoning in Language Models

arXiv - Machine Learning · 4 min ·
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