LLMGGUFLLama Cpp
Hosting Your Own LLM Server
Sending Text and Files to a Local Model Using FastAPI and llama-server
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The Owl
A collection of my thoughts and insights on machine learning.
3 articles·7 categories·14 tags
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Machine LearningFederated Learning
Understanding Federated Learning: Privacy-Preserving Distributed Training
A comprehensive guide to Federated Learning — how it enables collaborative model training without sharing raw data, its mathematical foundations, and practical implementation with PyTorch.
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Medical AISelf-Supervised Learning
Self-Supervised Learning in Medical Imaging: From Pretext Tasks to Foundation Models
Exploring how self-supervised learning techniques are revolutionizing medical image analysis — from contrastive pretraining to vision-language foundation models for radiology and pathology.
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