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Machine Learning

Trained a Qwen2.5-0.5B-Instruct bf16 model on Reddit post summarization task with GRPO written from scratch in PyTorch - updates! [P]

So, yesterday run was a success and I did get an avg rollout length of about 64 tokens as attached in the image! This was with quality_re...

Reddit - Machine Learning · 1 min ·
[2603.10652] Are Video Reasoning Models Ready to Go Outside?
Llms

[2603.10652] Are Video Reasoning Models Ready to Go Outside?

Abstract page for arXiv paper 2603.10652: Are Video Reasoning Models Ready to Go Outside?

arXiv - AI · 4 min ·
[2602.00181] CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning
Machine Learning

[2602.00181] CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning

Abstract page for arXiv paper 2602.00181: CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning

arXiv - AI · 4 min ·

All Content

[2602.15510] On the Geometric Coherence of Global Aggregation in Federated GNN
Machine Learning

[2602.15510] On the Geometric Coherence of Global Aggregation in Federated GNN

This paper discusses the geometric coherence issues in global aggregation for Federated Graph Neural Networks (GNNs) and proposes a new f...

arXiv - Machine Learning · 4 min ·
[2602.15515] The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes
Machine Learning

[2602.15515] The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes

The paper explores how AI models can learn to obfuscate deception when trained against white-box deception detectors, introducing a taxon...

arXiv - AI · 4 min ·
[2602.15478] Evaluating Federated Learning for Cross-Country Mood Inference from Smartphone Sensing Data
Machine Learning

[2602.15478] Evaluating Federated Learning for Cross-Country Mood Inference from Smartphone Sensing Data

This article evaluates a federated learning framework for mood inference using smartphone sensing data across different countries, highli...

arXiv - Machine Learning · 3 min ·
[2602.15405] Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits
Machine Learning

[2602.15405] Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits

This paper presents a novel framework for joint signal enhancement and classification using coupled diffusion models, improving accuracy ...

arXiv - Machine Learning · 4 min ·
[2602.15380] Fractional-Order Federated Learning
Machine Learning

[2602.15380] Fractional-Order Federated Learning

The paper introduces Fractional-Order Federated Averaging (FOFedAvg), a novel federated learning approach that enhances model training ef...

arXiv - Machine Learning · 3 min ·
[2602.15337] FedPSA: Modeling Behavioral Staleness in Asynchronous Federated Learning
Machine Learning

[2602.15337] FedPSA: Modeling Behavioral Staleness in Asynchronous Federated Learning

The paper presents FedPSA, a novel framework for Asynchronous Federated Learning that improves performance by dynamically measuring model...

arXiv - Machine Learning · 3 min ·
[2602.15322] On Surprising Effectiveness of Masking Updates in Adaptive Optimizers
Llms

[2602.15322] On Surprising Effectiveness of Masking Updates in Adaptive Optimizers

This paper explores the effectiveness of randomly masking updates in adaptive optimizers for training large language models, introducing ...

arXiv - AI · 3 min ·
[2602.15304] Hybrid Federated and Split Learning for Privacy Preserving Clinical Prediction and Treatment Optimization
Machine Learning

[2602.15304] Hybrid Federated and Split Learning for Privacy Preserving Clinical Prediction and Treatment Optimization

This article presents a hybrid framework combining Federated Learning and Split Learning to enhance privacy in clinical decision-making w...

arXiv - AI · 4 min ·
[2602.15210] ÜberWeb: Insights from Multilingual Curation for a 20-Trillion-Token Dataset
Llms

[2602.15210] ÜberWeb: Insights from Multilingual Curation for a 20-Trillion-Token Dataset

The paper discusses multilingual data curation strategies for training foundation models, revealing that targeted improvements in data qu...

arXiv - Machine Learning · 4 min ·
[2602.15206] MAVRL: Learning Reward Functions from Multiple Feedback Types with Amortized Variational Inference
Machine Learning

[2602.15206] MAVRL: Learning Reward Functions from Multiple Feedback Types with Amortized Variational Inference

The paper presents MAVRL, a novel approach for learning reward functions from multiple feedback types using amortized variational inferen...

arXiv - AI · 4 min ·
[2602.15200] COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression
Machine Learning

[2602.15200] COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

The paper presents COMPOT, a novel framework for compressing Transformer models using Calibration-Optimized Matrix Procrustes Orthogonali...

arXiv - Machine Learning · 3 min ·
[2602.15155] Refine Now, Query Fast: A Decoupled Refinement Paradigm for Implicit Neural Fields
Machine Learning

[2602.15155] Refine Now, Query Fast: A Decoupled Refinement Paradigm for Implicit Neural Fields

The paper presents a Decoupled Representation Refinement (DRR) paradigm for Implicit Neural Representations (INRs), enhancing speed and f...

arXiv - Machine Learning · 4 min ·
Llms

I found Claude for Government buried in the Claude Desktop binary. Here's what Anthropic built, how it got deployed, and the line they're still holding against the Pentagon.

The article reveals the discovery of Claude for Government within the Claude Desktop binary, detailing its deployment and integration wit...

Reddit - Artificial Intelligence · 1 min ·
Seton Hall introduces advisory council to shape ethical AI policy, classroom guidance
Ai Safety

Seton Hall introduces advisory council to shape ethical AI policy, classroom guidance

Seton Hall University has launched an Artificial Intelligence Advisory Council to guide ethical AI use and education, aligning with its C...

AI Tools & Products · 4 min ·
Utilizing NetSuite AI capabilities in the real world
Machine Learning

Utilizing NetSuite AI capabilities in the real world

The article discusses how NetSuite's AI capabilities enhance organizational efficiency and insight through automation and data management...

AI Tools & Products · 8 min ·
Machine Learning

[D] We tested the same INT8 model on 5 Snapdragon chipsets. Accuracy ranged from 93% to 71%. Same weights, same ONNX file.

This article presents findings from testing an INT8 model across five Snapdragon chipsets, revealing significant variations in accuracy, ...

Reddit - Machine Learning · 1 min ·
Llms

Live demo: This is what AI shopping actually looks like when stores serve structured data via UCP

This article discusses a live demo showcasing AI shopping experiences using structured data via the Universal Commerce Protocol (UCP), hi...

Reddit - Artificial Intelligence · 1 min ·
Machine Learning

What happens now that local summarisation beats cloud models?

The article discusses the implications of local summarization models outperforming cloud-based solutions, raising questions about the fut...

Reddit - Artificial Intelligence · 1 min ·
Ai Infrastructure

The gap between AI demos and enterprise usage is wider than most people think

The article discusses the significant disparity between AI demonstrations and actual enterprise usage, highlighting issues like tool acce...

Reddit - Artificial Intelligence · 1 min ·
Llms

Self-hosted claude swarm running on the cloud and surviving restarts

The article discusses the implementation of a self-hosted Claude swarm on cloud infrastructure, focusing on its resilience during system ...

Reddit - Artificial Intelligence · 1 min ·
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