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#Fine-Tuning

Showing: 313 courses
Great Learning

Introduction to Video Editing - Video Editing Tutorials

11 rewiews
Learn video editing basics, from organizing footage to fine-tuning, with hands-on demonstrations using Premiere Pro. Explore industry jargon, career opportunities, and essential principles for creating polished videos.
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11 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

6 rewiews
Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.
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6 Lesons
31 minutes
On-Demand
Free-Video
Nvidia

How to Perform Large-Scale Image Classification

3 rewiews
Learn how Kaggle Grandmasters built large-scale image classification models for landmark recognition, overcoming challenges of 81,000+ classes. Discover winning strategies, architectures, and techniques for efficient modeling and competition success.
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17 Lesons
54 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Large Language Models - Will They Keep Getting Bigger?

0 rewiews
Explore the future of large language models, discussing scaling challenges, sparse mixtures of experts, improved prompting techniques, and new forms of supervision for enhanced NLP performance.
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50 Lesons
56 minutes
On-Demand
Free-Video
Santa Fe Institute

The Accidental Universe: The World You Thought You Knew

0 rewiews
Explore the intersection of science, philosophy, and spirituality as Alan Lightman delves into profound questions about our universe, existence, and the nature of reality.
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33 Lesons
1 hour 8 minutes
On-Demand
Free-Video
University of Houston-Clear Lake

Are the Laws of Physics Actually Fine-Tuned?

0 rewiews
Explore the concept of fine-tuning in physics, examining the anthropic principle, multiverse theory, and the delicate balance of universal constants that allow life to exist.
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41 Lesons
1 hour 6 minutes
On-Demand
Free-Video
MLOps.community

Supercharging Your RAG System: Techniques and Challenges - DE4AI

0 rewiews
Explore techniques and challenges in supercharging Retrieval-Augmented Generation (RAG) systems in this 40-minute conference talk by Tengyu Ma, Co-founder & CEO of Voyage AI and Assistant Professor of Computer Science at Stanford University. Gain insight…
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1 Lesons
40 minutes
On-Demand
Free-Video
Trelis Research

Synthetic Data Generation and Fine-tuning for OpenAI GPT-4 or Llama 3

0 rewiews
Dive into an extensive tutorial on synthetic data generation and fine-tuning techniques for large language models like OpenAI GPT-4o and Llama 3. Learn how to create synthetic questions and answers, implement chain of thought reasoning, and augment data…
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42 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Devoxx

Evaluating Open-Source Local LLMs: A Comparative Analysis with Proprietary Giants for Developer Applications

0 rewiews
Explore the world of open-source local large language models (LLMs) in this 40-minute conference talk from Devoxx. Dive into a comparative analysis between these models and proprietary giants, focusing on their performance, flexibility, and applicability…
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1 Lesons
40 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Data-efficient Fine-tuning for LLM-based Recommendation - SIGIR 2024 M1.6

0 rewiews
Explore data-efficient fine-tuning techniques for LLM-based recommendation systems, enhancing performance with minimal data requirements.
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1 Lesons
15 minutes
On-Demand
Free-Video
The Julia Programming Language

Training Llama 2 in Julia - Scaling Large Language Models

0 rewiews
Explore scaling techniques for training large neural networks like Llama2 using Julia, including multi-GPU parallelization and fine-tuning methods for efficient model adaptation.
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1 Lesons
31 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

LLM: From Playgrounds to Production-Ready Pipelines

0 rewiews
Explore the journey from LLM playgrounds to enterprise-scale production pipelines, addressing challenges and leveraging MLOps infrastructure for cutting-edge models.
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1 Lesons
32 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Fine-Tune LLMs or Integrate 3rd Party APIs? A Financial Case Study

0 rewiews
Explore LLM integration strategies for MLOps, comparing fine-tuning and API use. Learn key considerations, challenges, and risk mitigation techniques for implementing advanced language models.
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1 Lesons
29 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Private, Local AI: Running Open-Source LLMs Locally

0 rewiews
Explore private AI applications running open-source LLMs locally on personal devices. Learn about encrypted environments for fine-tuning models on sensitive data.
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1 Lesons
37 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Efficiently Fine-Tune and Serve Your Own LLMs

0 rewiews
Learn to efficiently fine-tune and deploy large language models, optimizing performance and resource utilization for production environments.
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1 Lesons
42 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Beyond the Model Zoo - Optimizing Foundation Models for Your Application

0 rewiews
Optimize foundation models for specific applications, exploring techniques beyond pre-trained models to enhance performance and efficiency in machine learning projects.
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1 Lesons
31 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Finetuning a Large Language Model on a Custom Dataset

0 rewiews
Discover parameter-efficient finetuning techniques and optimizations for large language models using custom datasets, enhancing model performance at scale.
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1 Lesons
59 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Learn Your Codebase: Fine-tuning CodeLlama with Flyte to Learn Flyte

0 rewiews
Discover how to fine-tune LLMs on specific codebases using Flyte, an open-source orchestration platform. Explore multi-node, multi-gpu distributed training for efficient model adaptation with limited resources.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOPS: Training a Small LLM (GPT-2) - Machine Learning and Data Science

0 rewiews
Explore training a small LLM (GPT2) locally, understanding challenges and limitations of LLM development for individuals and small teams.
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1 Lesons
53 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Understanding Foundation Models: A New Paradigm for Building and Productizing AI Systems

0 rewiews
Explore foundation models as a new AI paradigm. Learn practical ways to leverage these models in building and productizing AI systems for your company.
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1 Lesons
33 minutes
On-Demand
Free-Video
Trelis Research

OpenAI Fine-tuning vs Distillation - Techniques and Implementation

0 rewiews
Explore OpenAI fine-tuning and distillation techniques using a free Colab notebook. Learn to generate datasets, run fine-tuning, and evaluate models for improved AI performance.
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14 Lesons
23 minutes
On-Demand
Free-Video
Shaw Talebi

Fine-Tuning BERT for Text Classification - Python Code Tutorial

0 rewiews
Dive into fine-tuning BERT for text classification, focusing on phishing URL detection. Learn key concepts and implement Python code to enhance your natural language processing skills.
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6 Lesons
23 minutes
On-Demand
Free-Video
Anyscale

Fine-Tuning Large Language Models at Scale - Workday's Approach

0 rewiews
Dive into Workday's innovative approach to fine-tuning LLMs securely in a multi-tenant environment, addressing GPU scarcity and data access controls using PEFT techniques and KubeRay's autoscaling capabilities.
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1 Lesons
31 minutes
On-Demand
Free-Video
Simons Institute

Training Large Language Models: Practices and Research Questions

0 rewiews
Explore best practices and open research questions in training large language models, covering pre-training, post-training, data curation, algorithms, and safety mitigations.
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Google

What's New in Gemma 2: Empowering AI Development

0 rewiews
Discover the latest innovations in Gemma 2, Google's open AI model, and learn how to leverage its capabilities for responsible AI development and research.
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1 Lesons
14 minutes
On-Demand
Free-Video
Google

Fine-tuning Gemma for Non-English Languages

0 rewiews
Dive into Gemma post-training techniques and explore adaptation strategies for non-English languages, enhancing multilingual AI capabilities.
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1 Lesons
12 minutes
On-Demand
Free-Video
Python Engineer

HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning

0 rewiews
Comprehensive introduction to HuggingFace and Transformers library, covering sentiment analysis, Model Hub exploration, and fine-tuning techniques for NLP tasks.
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7 Lesons
38 minutes
On-Demand
Free-Video
Seds Online

The Carbonate Forum 2021 - Artificial Intelligence in Carbonates

0 rewiews
Explore AI applications in carbonate geology, covering microcrystal segmentation and CNN architectures for core classification. Gain insights into cutting-edge techniques and their geological implications.
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21 Lesons
41 minutes
On-Demand
Free-Video
Simons Institute

Scalable Extraction of Training Data from Production Language Models

0 rewiews
Explore techniques for extracting training data from language models, focusing on breaking alignment mechanisms and understanding privacy implications in AI systems.
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1 Lesons
49 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft Phi3 Mini 4K Instruct - Chain of Thought Prompting Test en Español

0 rewiews
Explora pruebas de prompts de Cadena de Pensamiento con Microsoft Phi3 Mini 4K, comparando con otros modelos y técnicas de ajuste fino para razonamiento mejorado.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning T5 for Document Classification - Part 0: Proof of Concept (Español)

0 rewiews
Personaliza Flan-T5 para clasificación de documentos usando un dataset pequeño de 1000 documentos en 10 clases.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Fine Tune Foundation Model con Python SDK para LLama2

0 rewiews
Aprende a realizar fine-tuning de modelos de lenguaje como Llama2 para clasificación de texto utilizando el SDK de Python de Azure ML Studio.
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1 Lesons
51 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama2 7B QLora Fine Tuning for Chain-of-Thought in Spanish

0 rewiews
Aprende a personalizar el modelo Llama2 7B utilizando QLora para tareas de razonamiento en cadena (CoT) en español. Explora técnicas avanzadas de aprendizaje automático y ciencia de datos.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: Fine-tuning Flan-T5 for Sequence-to-Sequence Classification in Spanish

0 rewiews
Personaliza un modelo T5 para clasificación de documentos utilizando Sequence to Sequence y MLflow, mejorando tus habilidades en MLOps y aprendizaje automático.
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1 Lesons
48 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-tuning Flan-T5 for Text Classification Using MLFlow - Spanish Tutorial

0 rewiews
Personaliza un modelo T5 para clasificación de documentos utilizando SequenceClassification y MLflow, mejorando tus habilidades en ciencia de datos y aprendizaje automático.
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1 Lesons
48 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps with MLflow: Fine-Tuning LLMs, Tracking Experiments, and Logging Models

0 rewiews
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.
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1 Lesons
53 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Gemini 1.0 Pro for Text Classification in Spanish - Machine Learning and Data Science

0 rewiews
Aprende a ajustar el modelo Gemini Pro 1.0 en Google Vertex AI para clasificación de texto, utilizando la interfaz de usuario y el SDK.
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1 Lesons
27 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama3 8B QLora Fine Tuning for Chain-of-Thought in Spanish

0 rewiews
Aprende a personalizar el modelo Llama3 8B con QLora para tareas de razonamiento en cadena (CoT) en español. Domina técnicas avanzadas de ajuste fino en aprendizaje automático.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure Machine Learning - Fine Tune Foundation Model for Text Classification

0 rewiews
Aprende a realizar fine-tuning de modelos BERT para clasificación de texto utilizando Azure Machine Learning, mejorando tus habilidades en IA generativa.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLflow: Fine-Tuning Mistral 7B con PEFT y QLora - Español

0 rewiews
Aprende a ajustar Mistral 7B utilizando técnicas avanzadas como PEFT y QLora, integrando MLflow para un seguimiento eficiente del proceso de fine-tuning.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tune T5 for Document Classification - Part 1: Creating Dataset with Web Scraping (Español)

0 rewiews
Aprende a personalizar Flan-T5 para clasificación de documentos, recolectando datos web con DuckDuckGo y Tor para crear tu propio conjunto de entrenamiento.
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1 Lesons
18 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Converting Video Classifier (ViViT) to ONNX for CPU Inference

0 rewiews
Convierte un Video Vision Transformer a formato ONNX y realiza inferencia en CPU, optimizando el rendimiento del modelo de clasificación de videos.
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1 Lesons
24 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Personalizar Video Classifier (ViViT) con tu Propia Data

0 rewiews
Personaliza un Video Vision Transformer (ViViT) con tu propio dataset utilizando un modelo preentrenado de Google y entrena un clasificador personalizado.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Inferencia de Clasificador ViT Fine-Tuned en CPU con C#

0 rewiews
Aprende a realizar inferencia en C# con un Vision Transformer personalizado en formato ONNX utilizando CPU para clasificación de imágenes.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Converting Fine-Tuned ViT Classifier to ONNX for CPU Inference

0 rewiews
Convierte un Vision Transformer personalizado a ONNX y realiza inferencia en CPU, optimizando el rendimiento del modelo de clasificación de imágenes.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning ViT Classifier for Retinal Image Detection - Part 2 (Español)

0 rewiews
Personaliza un Vision Transformer para clasificar imágenes de retina, detectando ojos enfermos usando el dataset EyeQ. Aprende a ajustar modelos pre-entrenados para tareas específicas.
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1 Lesons
56 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning ViT Classifier for Retina Images and Converting to ONNX Format - Part 3

0 rewiews
Personaliza un Vision Transformer con tu dataset de imágenes de retina y conviértelo a formato ONNX para optimizar el rendimiento y la portabilidad.
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1 Lesons
11 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning ViT Classifier for Retinal Images with AKS Inference - Part 4 (Español)

0 rewiews
Personaliza un Vision Transformer con tu dataset de imágenes de retina y crea un punto de inferencia administrado en Azure Machine Learning Studio (AKS).
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1 Lesons
49 minutes
On-Demand
Free-Video
Moritz Klein

DIY VCO - Shaping Sawtooth to Square

0 rewiews
Learn to build an analog VCO from scratch, adding stability, fine-tuning, and variable pulse width output. Covers thermistors, op-amps, waveshaping, and achieving modular-conform volume levels.
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25 Lesons
27 minutes
On-Demand
Free-Video
Security BSides San Francisco

Next-Gen Detection: Harnessing LLMs for Sigma Rule Automation

0 rewiews
Explore innovative approaches to automate Sigma rule generation using LLMs, comparing techniques like RAG, fine-tuning, and prompt-chaining for enhanced threat detection efficiency.
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1 Lesons
38 minutes
On-Demand
Free-Video
Security BSides San Francisco

LLM Privacy Paradox: Balancing Data Utility with Security - BSidesSF 2024

0 rewiews
Explore the balance between data utility and security in LLM fine-tuning, addressing concerns about potential sensitive data leaks and privacy risks in specialized AI models.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

NevIR: Negation in Neural Information Retrieval

0 rewiews
Explore negation's impact on neural information retrieval models, analyzing performance across architectures and proposing strategies to improve handling of negated queries.
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1 Lesons
11 minutes
On-Demand
Free-Video
Snorkel AI

How AI Impacts the Insurance Industry Today

0 rewiews
Explore AI's impact on insurance, addressing data challenges and LLM applications. Learn how Snorkel's approach enhances datasets and satisfies regulators in enterprise AI implementation.
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1 Lesons
22 minutes
On-Demand
Free-Video
Snorkel AI

Leveraging Data to Unlock AI's True Potential in Enterprise Projects

0 rewiews
Unlock AI's potential through data development. Learn to fine-tune LLMs for domain-specific tasks, leverage expert knowledge, and accelerate high-quality dataset creation using Snorkel Flow.
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18 Lesons
30 minutes
On-Demand
Free-Video
FQxI

Is the Universe Finely-Tuned for Life? - Episode 2

0 rewiews
Explore the fascinating question of cosmic fine-tuning with physicists Paul Davies and Fred Adams as they examine whether the universe's physical constants are precisely calibrated for life to exist.
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1 Lesons
46 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

OpenFold - Lessons and Insights From Rebuilding and Retraining AlphaFold2

0 rewiews
Insights from rebuilding AlphaFold2: OpenFold's optimized implementation, training process analysis, and implications for protein structure prediction and broader applications in structural biology.
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26 Lesons
48 minutes
On-Demand
Free-Video
IMSA

On Some Aspects of Cosmological Fine-Tuning

0 rewiews
Explore fine-tuning in cosmology through Bayesian and maximum entropy frameworks. Examine probabilistic measurements, distribution families, and the learnability of fine-tuning concepts.
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1 Lesons
59 minutes
On-Demand
Free-Video
Galileo Galilei Institute

BSM and Naturalness - Lecture 5

0 rewiews
Explore beyond Standard Model physics and naturalness concepts in particle physics, focusing on advanced theoretical frameworks and their implications for fundamental interactions.
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1 Lesons
1 hour 42 minutes
On-Demand
Free-Video
Galileo Galilei Institute

BSM and Naturalness - Lecture 4

0 rewiews
Explore beyond Standard Model physics and naturalness concepts in particle theory, focusing on advanced topics and recent developments in the field.
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1 Lesons
1 hour 37 minutes
On-Demand
Free-Video
Galileo Galilei Institute

BSM and Naturalness - Lecture 3

0 rewiews
Explore beyond Standard Model physics and naturalness concepts in particle theory, focusing on advanced topics and recent developments in the field.
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1 Lesons
1 hour 43 minutes
On-Demand
Free-Video
IPhT-TV

Naturalness in Quantum Field Theory After the LHC - Part 1

0 rewiews
Explore naturalness in Quantum Field Theory post-LHC experiments, delving into fundamental concepts and implications for particle physics research.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
IPhT-TV

Naturalness in Quantum Field Theory After the LHC - Part 2

0 rewiews
Explore advanced concepts in Quantum Field Theory, focusing on naturalness and its implications post-LHC experiments.
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1 Lesons
45 minutes
On-Demand
Free-Video
IPhT-TV

Naturalness in Quantum Field Theory after LHC - Part 3

0 rewiews
Explore advanced concepts in quantum field theory, focusing on naturalness after LHC experiments. Delve into cutting-edge research and theoretical developments in particle physics.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
IPhT-TV

Naturalness in Quantum Field Theory after LHC - Part 1

0 rewiews
Explore naturalness in Quantum Field Theory post-LHC, delving into its implications and recent developments in particle physics.
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1 Lesons
32 minutes
On-Demand
Free-Video
IPhT-TV

Naturalness in Quantum Field Theory after LHC - Part 2

0 rewiews
Explore advanced concepts in Quantum Field Theory, focusing on naturalness after LHC experiments. Delve into cutting-edge research and theoretical implications.
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1 Lesons
29 minutes
On-Demand
Free-Video
ICTP Condensed Matter and Statistical Physics

Fine Tuning Neural Network Quantum States

0 rewiews
Explore advanced techniques for optimizing neural network representations of quantum states, enhancing accuracy and efficiency in computational physics simulations.
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1 Lesons
25 minutes
On-Demand
Free-Video
Discover AI

Python Classes for AI Model Subclassing and Fine-tuning

0 rewiews
Master Python classes and their application in AI development, focusing on LLM fine-tuning and Vision transformer implementation with KERAS3 functionality.
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1 Lesons
27 minutes
On-Demand
Free-Video
Discover AI

Building Apps with Fine-tuned LLMs Using Google Vertex AI and Generative AI Studio

0 rewiews
Discover how to build AI-powered apps using Vertex AI's Generative Studio - fine-tune LLMs on enterprise data, deploy models, and create applications without coding while exploring new career opportunities.
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7 Lesons
19 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

FLUX Fine-Tuning and DreamBooth Training Tutorial - Windows, RunPod, and Massed Compute

0 rewiews
Master comprehensive FLUX model fine-tuning and DreamBooth training across Windows, RunPod, and Massed Compute platforms using Kohya GUI for creating high-quality AI-generated images.
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4 Lesons
2 hours 49 minutes
On-Demand
Free-Video
Data Science Conference

Finetuning Stable Diffusion with Low-Rank Adaptation Techniques

0 rewiews
Discover how low-rank adaptation techniques enhance Stable Diffusion fine-tuning, exploring implementation strategies, advantages, and practical applications across various computational models.
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1 Lesons
32 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Stable Diffusion 3.5 Large Tutorial - Configuration Guide and FLUX DEV Comparison

0 rewiews
Master the optimal configuration and usage of Stable Diffusion 3.5 Large and FLUX DEV through SwarmUI, including model comparisons, LoRA implementation, and deployment across various computing platforms.
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20 Lesons
36 minutes
On-Demand
Free-Video
Discover AI

Creating Instruction Datasets for LLM Fine-tuning - A Beginner's Guide

0 rewiews
Discover comprehensive strategies for creating instruction datasets and fine-tuning LLMs, from basic concepts to advanced techniques for both coders and non-coders in AI model development.
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10 Lesons
25 minutes
On-Demand
Free-Video
AI Bites

Making LLMs Fully Utilize Context - A Data-Driven Approach

0 rewiews
Discover how to enhance LLM context utilization through Microsoft's data-driven approach, exploring information-intensive training methods and practical solutions for improved context awareness and reasoning capabilities.
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14 Lesons
14 minutes
On-Demand
Free-Video
AI Bites

Fine-tuning Gemma Models with PEFT and LoRA Using HuggingFace Datasets

0 rewiews
Master parameter-efficient fine-tuning techniques for Gemma 2B model using PEFT and LoRA, with hands-on code implementation and custom dataset creation for optimized model training.
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9 Lesons
24 minutes
On-Demand
Free-Video
Discover AI

In-Context Learning - Comparing Extreme Context Length with Fine-Tuning and RAG

0 rewiews
Explore groundbreaking research on in-context learning with extended context models, comparing performance against fine-tuning and RAG methods while examining scaling impacts and demonstration effectiveness.
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1 Lesons
22 minutes
On-Demand
Free-Video
Discover AI

Fine-Tuning Large Language Models: Impact on Knowledge Integration and Hallucinations

0 rewiews
Delve into groundbreaking research on how fine-tuning Large Language Models with new knowledge affects their tendency to generate hallucinations, exploring methodologies and practical implications.
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1 Lesons
27 minutes
On-Demand
Free-Video
Discover AI

AI Agent Self-Improvement and Self-Fine-Tuning Through Reinforcement Learning

0 rewiews
Discover how AI agents can autonomously update and fine-tune themselves through reinforcement learning, focusing on overnight self-improvement and mobile deployment optimization.
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1 Lesons
38 minutes
On-Demand
Free-Video
Discover AI

Integrating AI with Real-time Data and RAG - Part 2

0 rewiews
Dive into practical methods for integrating fine-tuned AI systems with external data sources, focusing on Retrieval Augmented Generation (RAG) and real-time data connectivity for enhanced AI applications.
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1 Lesons
29 minutes
On-Demand
Free-Video
Discover AI

How to Start with AI: A Business Guide to Generative AI Implementation

0 rewiews
Gain insights into AI entrepreneurship, market dynamics, and profitable business strategies while exploring implementation challenges, infrastructure needs, and practical solutions for AI integration.
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11 Lesons
36 minutes
On-Demand
Free-Video
Discover AI

WizardCoder 34B: Understanding Complex Fine-Tuning for Code Generation

0 rewiews
Delve into the advanced fine-tuning techniques behind WizardCoder-34B, exploring its performance improvements through complex instruction cascading and evolutionary approaches.
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11 Lesons
28 minutes
On-Demand
Free-Video
SNIAVideo

Fine-Tuning Large Language Models - Empowering AI for Specialized Applications

0 rewiews
Discover the fundamentals of fine-tuning Large Language Models (LLMs), from basic concepts to advanced techniques, focusing on domain-specific applications and ethical considerations.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
AI Bites

Enhancing Image Generation Models Using Photogenic Needles in a Haystack - Meta's Emu Architecture

0 rewiews
Dive into Meta's Emu architecture and quality fine-tuning process, exploring how this modified Latent Diffusion Model achieves exceptional image generation and precise editing capabilities.
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11 Lesons
10 minutes
On-Demand
Free-Video
AI Bites

LoRA: Low-Rank Adaptation for Parameter-Efficient Large Language Model Fine-Tuning

0 rewiews
Discover how LoRA enables efficient fine-tuning of large language models through low-rank adaptation, from fundamental concepts to practical implementation in transformer architectures.
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11 Lesons
11 minutes
On-Demand
Free-Video
Discover AI

Reinforcement Learning-Based Fine-Tuning of Diffusion Models for Drug Discovery

0 rewiews
Dive into advanced reinforcement learning techniques for fine-tuning diffusion models, focusing on accelerated drug discovery, bioinformatics, and molecular compound predictions.
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1 Lesons
43 minutes
On-Demand
Free-Video
Discover AI

AI Phone: From Voice Assistants to Advanced AI Integration and Reasoning

0 rewiews
Explore the revolutionary concept of AI Phone technology, from LLM quantization to advanced reasoning systems, and discover how AI-centric devices could transform mobile computing and human interaction.
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1 Lesons
17 minutes
On-Demand
Free-Video
Discover AI

NEFTune - Improving LLM Performance Through Noisy Embeddings Fine-Tuning

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Discover how NEFTune's innovative instruction fine-tuning method enhances LLM performance through noisy embeddings, with practical implementation in HuggingFace TRL.
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1 Lesons
17 minutes
On-Demand
Free-Video
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Fine-tuning ChatGPT with Synthetic GPT-4 Datasets - A Python Implementation

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Master fine-tuning ChatGPT using Python and synthetic GPT-4 datasets through hands-on implementation of multi-GPT system interactions and advanced prompt engineering techniques.
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1 Lesons
12 minutes
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Free-Video
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Tool LLM for API Calls - Understanding Fine-Tuned Language Models for API Performance

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Explore how Tool LLama, a fine-tuned LLM, leverages API capabilities through ToolBench dataset to achieve ChatGPT-level performance in handling API interactions.
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8 Lesons
16 minutes
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Free-Video
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Cost Analysis for Fine-Tuning FLAN-T5 Large Language Models

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Discover practical cost estimates and expert insights for fine-tuning FLAN-T5 language models, with guidance on cloud infrastructure optimization and budget management for different model sizes.
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1 Lesons
12 minutes
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Free-Video
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Fine-tune T5 Language Model for Text Summarization on Google Colab

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Master fine-tuning techniques for T5 language models using HuggingFace's latest code, focusing on text summarization tasks with hands-on implementation in Google Colab's free GPU environment.
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1 Lesons
15 minutes
On-Demand
Free-Video
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Stanford ALPACA 7B LLM: Fine-tuning Guide with Code and Datasets

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Discover how to fine-tune and implement Stanford's ALPACA 7B language model using LLaMA, exploring practical applications and cost-effective methods for creating custom AI solutions.
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1 Lesons
20 minutes
On-Demand
Free-Video
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Fine-tuning FLAN-T5 Models for Text Summarization with PyTorch

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Master Flan-T5 model fine-tuning for text summarization through hands-on PyTorch implementation, complete with practical code examples and real-time demonstrations.
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1 Lesons
13 minutes
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Free-Video
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Fine-tuning T5 LLM for Text Generation and Summarization - Complete Tutorial

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Master T5 LLM fine-tuning techniques for text summarization through hands-on coding in Google Colab, using practical examples and real-time implementation with Hugging Face.
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1 Lesons
14 minutes
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Free-Video
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Generative AI and LLM Technologies - A Comprehensive Tutorial

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Explore essential concepts and technologies behind generative AI systems, from pre-training and fine-tuning to prompt engineering and advanced data structures for LLMs.
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6 Lesons
19 minutes
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Free-Video
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Best Datasets for LLMs - How to Choose and Create Your Own

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Discover how to select and create optimal datasets for fine-tuning Large Language Models, with practical guidance on using Hugging Face's resources and understanding data structures.
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10 Lesons
17 minutes
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Free-Video
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Domain-Specific AI Models - Creating Customized BERT and SBERT Models for Business Applications

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Discover how to effectively train and fine-tune BERT and SBERT models for specialized domains, focusing on medical and biochemical terminology, with practical solutions for business applications.
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6 Lesons
12 minutes
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UofU Data Science

Pretrain-Finetune and Uncertainty Estimation in Machine Learning - Part 1

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Dive into advanced machine learning concepts, from masked language modeling and pretrained vision models to uncertainty estimation and probability calibration techniques.
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10 Lesons
1 hour 19 minutes
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LLM2LLM: Synthetic Data Generation for Fine-Tuning AI Models

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Explore how large language models can generate synthetic data to teach and fine-tune other LLMs, with insights into performance metrics and applications for edge devices.
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1 Lesons
14 minutes
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Fine-tuning Vision Language Models with PaLiGemma-3B - A Practical Guide

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Master fine-tuning techniques for Vision Language Models using PyTorch and JAX FLAX, with practical examples for PaliGemma-3B implementation on free compute platforms like Google Colab and Vertex AI.
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1 Lesons
14 minutes
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Pre-Training BERT from Scratch - Building, Fine-Tuning, and Running Inference with KERAS NLP

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Master BERT model pre-training, fine-tuning, and inference using TF2 and KERAS NLP through hands-on implementation of transformers for domain-specific tasks.
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4 Lesons
30 minutes
On-Demand
Free-Video