Large Language Models

GPT, Claude, Gemini, and other LLMs

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Llms

Depth-first pruning seems to transfer from GPT-2 to Llama (unexpectedly well)

TL;DR: Removing the right transformer layers (instead of shrinking all layers) gives smaller, faster models with minimal quality loss — a...

Reddit - Artificial Intelligence · 1 min ·
[2603.23966] Policy-Guided Threat Hunting: An LLM enabled Framework with Splunk SOC Triage
Llms

[2603.23966] Policy-Guided Threat Hunting: An LLM enabled Framework with Splunk SOC Triage

Abstract page for arXiv paper 2603.23966: Policy-Guided Threat Hunting: An LLM enabled Framework with Splunk SOC Triage

arXiv - AI · 4 min ·
[2603.16790] InCoder-32B: Code Foundation Model for Industrial Scenarios
Llms

[2603.16790] InCoder-32B: Code Foundation Model for Industrial Scenarios

Abstract page for arXiv paper 2603.16790: InCoder-32B: Code Foundation Model for Industrial Scenarios

arXiv - AI · 4 min ·

All Content

[2603.22367] Reasoner-Executor-Synthesizer: Scalable Agentic Architecture with Static O(1) Context Window
Llms

[2603.22367] Reasoner-Executor-Synthesizer: Scalable Agentic Architecture with Static O(1) Context Window

Abstract page for arXiv paper 2603.22367: Reasoner-Executor-Synthesizer: Scalable Agentic Architecture with Static O(1) Context Window

arXiv - AI · 3 min ·
[2603.23268] SafeSeek: Universal Attribution of Safety Circuits in Language Models
Llms

[2603.23268] SafeSeek: Universal Attribution of Safety Circuits in Language Models

Abstract page for arXiv paper 2603.23268: SafeSeek: Universal Attribution of Safety Circuits in Language Models

arXiv - AI · 4 min ·
[2603.22363] Early Discoveries of Algorithmist I: Promise of Provable Algorithm Synthesis at Scale
Llms

[2603.22363] Early Discoveries of Algorithmist I: Promise of Provable Algorithm Synthesis at Scale

Abstract page for arXiv paper 2603.22363: Early Discoveries of Algorithmist I: Promise of Provable Algorithm Synthesis at Scale

arXiv - AI · 4 min ·
[2603.22341] T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
Llms

[2603.22341] T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

Abstract page for arXiv paper 2603.22341: T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

arXiv - AI · 3 min ·
[2603.23198] Sparser, Faster, Lighter Transformer Language Models
Llms

[2603.23198] Sparser, Faster, Lighter Transformer Language Models

Abstract page for arXiv paper 2603.23198: Sparser, Faster, Lighter Transformer Language Models

arXiv - Machine Learning · 3 min ·
[2603.22335] Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation
Llms

[2603.22335] Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation

Abstract page for arXiv paper 2603.22335: Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation

arXiv - AI · 3 min ·
[2603.23173] A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
Llms

[2603.23173] A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control

Abstract page for arXiv paper 2603.23173: A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control

arXiv - Machine Learning · 4 min ·
[2603.23140] DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models
Llms

[2603.23140] DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models

Abstract page for arXiv paper 2603.23140: DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models

arXiv - Machine Learning · 4 min ·
[2603.23129] Polaris: A Gödel Agent Framework for Small Language Models through Experience-Abstracted Policy Repair
Llms

[2603.23129] Polaris: A Gödel Agent Framework for Small Language Models through Experience-Abstracted Policy Repair

Abstract page for arXiv paper 2603.23129: Polaris: A Gödel Agent Framework for Small Language Models through Experience-Abstracted Policy...

arXiv - Machine Learning · 4 min ·
[2603.22327] AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI
Llms

[2603.22327] AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI

Abstract page for arXiv paper 2603.22327: AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI

arXiv - AI · 3 min ·
[2603.23043] Assessing the Robustness of Climate Foundation Models under No-Analog Distribution Shifts
Llms

[2603.23043] Assessing the Robustness of Climate Foundation Models under No-Analog Distribution Shifts

Abstract page for arXiv paper 2603.23043: Assessing the Robustness of Climate Foundation Models under No-Analog Distribution Shifts

arXiv - AI · 4 min ·
[2603.22984] Can Graph Foundation Models Generalize Over Architecture?
Llms

[2603.22984] Can Graph Foundation Models Generalize Over Architecture?

Abstract page for arXiv paper 2603.22984: Can Graph Foundation Models Generalize Over Architecture?

arXiv - AI · 4 min ·
[2603.22321] From Instructions to Assistance: a Dataset Aligning Instruction Manuals with Assembly Videos for Evaluating Multimodal LLMs
Llms

[2603.22321] From Instructions to Assistance: a Dataset Aligning Instruction Manuals with Assembly Videos for Evaluating Multimodal LLMs

Abstract page for arXiv paper 2603.22321: From Instructions to Assistance: a Dataset Aligning Instruction Manuals with Assembly Videos fo...

arXiv - AI · 4 min ·
[2603.22892] VLGOR: Visual-Language Knowledge Guided Offline Reinforcement Learning for Generalizable Agents
Llms

[2603.22892] VLGOR: Visual-Language Knowledge Guided Offline Reinforcement Learning for Generalizable Agents

Abstract page for arXiv paper 2603.22892: VLGOR: Visual-Language Knowledge Guided Offline Reinforcement Learning for Generalizable Agents

arXiv - Machine Learning · 4 min ·
[2603.22882] TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Exploration
Llms

[2603.22882] TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Exploration

Abstract page for arXiv paper 2603.22882: TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Explora...

arXiv - Machine Learning · 4 min ·
[2603.22784] Caterpillar of Thoughts: The Optimal Test-Time Algorithm for Large Language Models
Llms

[2603.22784] Caterpillar of Thoughts: The Optimal Test-Time Algorithm for Large Language Models

Abstract page for arXiv paper 2603.22784: Caterpillar of Thoughts: The Optimal Test-Time Algorithm for Large Language Models

arXiv - Machine Learning · 4 min ·
[2603.22295] Whether, Not Which: Mechanistic Interpretability Reveals Dissociable Affect Reception and Emotion Categorization in LLMs
Llms

[2603.22295] Whether, Not Which: Mechanistic Interpretability Reveals Dissociable Affect Reception and Emotion Categorization in LLMs

Abstract page for arXiv paper 2603.22295: Whether, Not Which: Mechanistic Interpretability Reveals Dissociable Affect Reception and Emoti...

arXiv - AI · 4 min ·
[2603.22293] TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs
Llms

[2603.22293] TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs

Abstract page for arXiv paper 2603.22293: TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs

arXiv - AI · 3 min ·
[2603.22289] MERIT: Memory-Enhanced Retrieval for Interpretable Knowledge Tracing
Llms

[2603.22289] MERIT: Memory-Enhanced Retrieval for Interpretable Knowledge Tracing

Abstract page for arXiv paper 2603.22289: MERIT: Memory-Enhanced Retrieval for Interpretable Knowledge Tracing

arXiv - AI · 3 min ·
[2603.22713] Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Role of Bellman Constraints
Llms

[2603.22713] Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Role of Bellman Constraints

Abstract page for arXiv paper 2603.22713: Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Role of Bellman Con...

arXiv - Machine Learning · 4 min ·
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