💻 Local LLMs

Model Quantization, Inference Optimization, GGUF Format, Privacy-preserving AI

Reproducing U-Net
doubledissent.bearblog.dev·3d·
Discuss: Hacker News
🏗️AI Infrastructure
OpusLM: A Family of Open Unified Speech Language Models
arxiv.org·3d
🎙️Whisper
Machine Learning Fundamentals: active learning project
dev.to·1d·
Discuss: DEV
🏗️AI Infrastructure
Existing LLMs Are Not Self-Consistent For Simple Tasks
arxiv.org·3d
🏠Self-hosted AI
Machine Learning Fundamentals: active learning tutorial
dev.to·1d·
Discuss: DEV
📈Time-series Analytics
U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs
arxiv.org·51m
🤝Federated Learning
Machine Learning Fundamentals: active learning with python
dev.to·1d·
Discuss: DEV
🏗️AI Infrastructure
Fine-Tuning and Prompt Engineering of LLMs, for the Creation of Multi-Agent AI for Addressing Sustainable Protein Production Challenges
arxiv.org·1d
🏗️AI Infrastructure
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
arxiv.org·51m
🏗️AI Infrastructure
Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning
arxiv.org·51m
⚡Hardware Acceleration
Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning
arxiv.org·3d
🏠Self-hosted AI
Semantic-Preserving Adversarial Attacks on LLMs: An Adaptive Greedy Binary Search Approach
arxiv.org·3d
🏠Self-hosted AI
COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
arxiv.org·1d
🎙️Whisper
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RE
arxiv.org·51m
🏗️AI Infrastructure
Generative Adversarial Evasion and Out-of-Distribution Detection for UAV Cyber-Attacks
arxiv.org·51m
🏗️AI Infrastructure
INRFlow: Flow Matching for INRs in Ambient Space
machinelearning.apple.com·4h
☁️Serverless Rust
Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems
arxiv.org·51m
🤝Federated Learning
Phonetically-Augmented Discriminative Rescoring for Voice Search Error Correction
machinelearning.apple.com·4h
🎙️Whisper
Disentangled Safety Adapters Enable Efficient Guardrails and Flexible Inference-Time Alignment
machinelearning.apple.com·4h
🏗️AI Infrastructure
Unveiling the Magic of Variational Autoencoders: Learning to Generate from Data
dev.to·21h·
Discuss: DEV
🏗️AI Infrastructure