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๐Ÿ’ป Local LLMs

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

A Practical Two-Stage Recipe for Mathematical LLMs: Maximizing Accuracy with SFT and Efficiency with Reinforcement Learning
arxiv.orgยท1d
๐Ÿ Self-hosted AI
How to enable real time semantic search and RAG applications with Dataflow ML
cloud.google.comยท5h
๐Ÿ—ƒ๏ธEmbedded Databases
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
machinelearning.apple.comยท1d
๐ŸคFederated Learning
Effectively Zero-Knowledge Proofs for NP with No Interaction, No Setup
eccc.weizmann.ac.ilยท5mยท
Discuss: Hacker News
๐Ÿ”Decentralized Identity
Machine Learning Fundamentals: decision trees with python
dev.toยท4hยท
Discuss: DEV
๐Ÿ—๏ธAI Infrastructure
Benchmarking AWS Nova on Log Data: How It Compares to ChatGPT-3.5
bronto.ioยท6hยท
Discuss: Hacker News
๐Ÿ—๏ธAI Infrastructure
Translation using deep neural networks โ€“ Transformer
aamster.github.ioยท1dยท
Discuss: Hacker News
๐Ÿ—๏ธAI Infrastructure
The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents
arxiv.orgยท17h
๐ŸŽ™๏ธWhisper
From Equal Weights to Smart Weights: OTPOโ€™s Approach to Better LLM Alignment
towardsdatascience.comยท4h
๐Ÿง AI
Detecting and Pruning Prominent but Detrimental Neurons in Large Language Models
arxiv.orgยท17h
๐Ÿ—๏ธAI Infrastructure
Inferencing LLMs in production with Kubernetes and KubeFlow - Chamod Perera & Suresh Peiris
youtube.comยท1d
โ˜๏ธServerless Rust
A Training-Free, Task-Agnostic Framework for Enhancing MLLM Performance on High-Resolution Images
arxiv.orgยท17h
๐Ÿ—๏ธAI Infrastructure
Efficient Private Inference Based on Helper-Assisted Malicious Security Dishonest Majority MPC
arxiv.orgยท17h
๐Ÿ Self-hosted AI
The Siren Song of LLMs
anukrit.deยท1dยท
Discuss: Hacker News
๐Ÿ Self-hosted AI
Fine-tune TabPFN on proprietary tabular data
medium.comยท1dยท
Discuss: Hacker News
๐Ÿ—๏ธAI Infrastructure
Rethinking Prompt Optimization: Reinforcement, Diversification, and Migration in Blackbox LLMs
arxiv.orgยท17h
๐Ÿ—๏ธAI Infrastructure
Training an LLM only on books from the 1800's - no modern bias
github.comยท1dยท
Discuss: Hacker News, r/LocalLLaMA
๐Ÿ—๏ธAI Infrastructure
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
arxiv.orgยท17h
๐ŸŽ™๏ธWhisper
Hierarchical Modeling (H-Nets)
cartesia.aiยท2hยท
Discuss: Hacker News
๐Ÿ—๏ธAI Infrastructure
Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training
arxiv.orgยท1d
๐Ÿ Self-hosted AI
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