MLOps with MLflow: Fine-Tuning LLMs, Tracking Experiments, and Logging Models
Aprende a utilizar MLflow para registrar y gestionar el proceso de ajuste fino de modelos de lenguaje, facilitando el seguimiento de experimentos y la inferencia.
MLOps MLflow: Fine-Tuning Mistral 7B con PEFT y QLora - Español
Aprende a ajustar Mistral 7B utilizando técnicas avanzadas como PEFT y QLora, integrando MLflow para un seguimiento eficiente del proceso de fine-tuning.
Converting BERT to ONNX and Inference with BERTTokenizer for C# - Machine Learning and Data Science
Convierte modelos Bert a ONNX y realiza inferencia con BERTTokenizer en C#. Aprende a implementar aplicaciones prácticas de machine learning.
Modeling Reality: Then and Now
Odkryj ewolucję modelowania rzeczywistości w fizyce teoretycznej, od klasycznych metod po nowoczesne sieci neuronowe i modele językowe, prezentowane przez eksperta w dziedzinie.
Science of Modern Electronics - Electric Circuits, Currents, & More
Explore the fundamentals of modern electronics, from AC/DC power to transformers, diodes, and capacitors. Gain insights into how everyday electronic devices function through clear explanations of core principles.
Full Wave Bridge Rectifiers
Comprehensive introduction to full wave bridge rectifiers, covering components, operation, and output smoothing techniques. Includes practical demonstrations and component recommendations.
Not Your Grandfather's Electricity - Physics and Future of Electrical Systems
Explore the evolution of electricity, from historical debates to modern smart grids, covering physics, circuits, renewable energy, and future technologies in this engaging seminar.
Inductance in PCB Layout - The Good, the Bad, and the Fugly
Explore PCB layout inductance: its impacts, mitigation strategies, and real-world applications. Learn to optimize designs for better performance and reliability.
Updates from NVIDIA's Seattle Robotics Lab - Task and Motion Planning, Visuomotor Transformers, and Fine-grained Robot Manipulation
Explore cutting-edge robotics research from NVIDIA's Seattle lab, covering task and motion planning, visuomotor transformers, and fine-grained manipulation techniques for advanced robotic applications.
How to Remove Electronic Components - Soldering Tutorial Part 2
Advanced techniques for removing electronic components, including transformers, BGAs, and surface mount regulators. Compares hot air gun vs. soldering iron methods for effective PCB rework and repair.
Generalizable Robotic Agents Through Large-Scale Simulation
Explore how large-scale simulation training produces proficient robotic agents capable of real-world navigation and manipulation using only RGB sensors, guided by language instructions.
Building World-Class NLP Models with Transformers and Hugging Face
Learn to build advanced NLP models using transformers and Hugging Face. Kaggle Grandmasters share insights on question answering, sentiment extraction, and multilingual classification in this comprehensive tutorial.
Python Sentiment Analysis Project with NLTK and Transformers - Classify Amazon Reviews
Learn to classify Amazon review sentiment using NLTK's VADER and Huggingface's RoBERTa models in Python. Compare results and gain practical NLP skills for language modeling and data science.
Transformers for Time Series - Is the New State of the Art Approaching?
Explore transformer architectures for time series analysis, challenges in adapting NLP models, and their application in latency prediction for Kubernetes clusters.
Comedy Writing With Small Generative Models
Explore the evolution of generative text models in comedy, from ngrams to transformers. Learn how model properties affect output and discover the enduring value of small language models in AI-driven humor.
Creating Custom GPTs - Tutorial and Practical Applications
Master the art of creating custom GPTs with this comprehensive tutorial, covering basics, advanced strategies, and practical applications for AI-driven communication.
Transformers in Time Series: A Survey
Explore the application of Transformer models in time series analysis, covering recent advancements and potential future directions in this rapidly evolving field.
The Linear Algebra of Large Language Models
Explorez les fondements mathématiques des modèles de langage à grande échelle et leur lien avec l'algèbre linéaire avancée.
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers
Explore higher-order dynamic graph representation learning with efficient Transformers for improved link prediction in rapidly changing graphs. Learn about HOT model's architecture and performance.
The Ultimate Guide to Fixing Loose Joints in 3D Prints
Explore 14 methods to tighten loose joints in articulating 3D prints, with practical demonstrations and a ranking of the top 5 most effective techniques.
DeepMind AlphaFold - A Gift to Humanity
Explore DeepMind's AlphaFold, a revolutionary AI system for protein structure prediction, and its potential impact on biology, medicine, and scientific research.