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Showing: 144 courses
James Briggs

Better Llama with Retrieval Augmented Generation - RAG

1 rewiews
Learn to enhance Llama 2 using Retrieval Augmented Generation (RAG). Build a pipeline with Pinecone, Llama 2 13B, and integrate it using Hugging Face and LangChain for improved, up-to-date language model performance.
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9 Lesons
21 minutes
On-Demand
Free-Video
Eran Feit

Automatic Image Captioning with Vision Transformer and GPT-2

0 rewiews
Learn how to generate descriptive captions for images using Python and PyTorch in this 16-minute tutorial. Explore the process of automatic image captioning with the pre-trained 'nlpconnect/vit-gpt2-image-captioning' model from Hugging Face. Set up the V…
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1 Lesons
16 minutes
On-Demand
Free-Video
Vladimir Chopine [GeekatPlay]

Stable Diffusion Installation Guide 2024 - ControlNet and AI Animations on Your PC

0 rewiews
Install Stable Diffusion for AI animations on your PC. Set up GitHub and Hugging Face accounts, download necessary software, and learn to render AI animations. Avoid common issues and integrate tools for efficient workflow.
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1 Lesons
56 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

Accelerating Transformers with Hugging Face Optimum and Infinity

0 rewiews
Explore techniques to accelerate Transformer models using Hugging Face's Optimum library and Infinity solution for millisecond-scale latencies in production environments.
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1 Lesons
1 hour 28 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
Microsoft

Hugging Face on Azure - Partnership and Solutions Announcement

0 rewiews
Explore Hugging Face's integration with Azure, featuring state-of-the-art ML models, enterprise capabilities, and open-source collaboration for responsible machine learning.
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17 Lesons
37 minutes
On-Demand
Free-Video
James Briggs

SPLADE - The First Search Model to Beat BM25

0 rewiews
Explore SPLADE, a groundbreaking sparse embedding model for AI-powered search. Learn its advantages over traditional methods, implementation techniques, and potential future developments in vector search technology.
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13 Lesons
29 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps with Databricks: LLMs Using HuggingFace Transformers - Spanish

0 rewiews
Explora LLMs con HuggingFace Transformers en Databricks: summarization, traducción, análisis de sentimientos, zero-shot y few-shot prompting.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Punto de Inferencia Q&A con Foundation Model

0 rewiews
Crea un punto de inferencia en línea para modelos QA utilizando Azure Machine Learning Studio y el SDK de Python. Explora el catálogo de modelos base.
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1 Lesons
39 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Introducción al Semantic Kernel SDK en C# para Machine Learning

0 rewiews
Explora el Semantic Kernel SDK de Microsoft para integrar modelos de lenguaje avanzados en aplicaciones C#, potenciando el desarrollo de IA.
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1 Lesons
16 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOPS: Cómo Trabajar con el CLI de Hugging Face Hub - Español

0 rewiews
Aprende a instalar y utilizar el CLI de Huggingface Hub para gestionar modelos y datasets de manera eficiente en proyectos de aprendizaje automático.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models

0 rewiews
Integra Semantic Kernel SDK con modelos Huggingface para generación y resumen de texto usando GPT2 y T5-base. Explora text-generation, text2text-generation y summarization.
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1 Lesons
35 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Introducción al Semantic Kernel SDK de Microsoft

0 rewiews
Explora el Semantic Kernel SDK de Microsoft para integrar modelos de lenguaje con C#, Python y Java. Aprende a combinar IA con programación convencional.
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1 Lesons
33 minutes
On-Demand
Free-Video
Nvidia

Building World-Class NLP Models with Transformers and Hugging Face

0 rewiews
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.
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6 Lesons
1 hour 6 minutes
On-Demand
Free-Video
MattVidPro AI

The Future of AI Art: Realtime AI Drawing and Painting

0 rewiews
Explore real-time AI painting with latent consistency models. Learn about free and paid tools, local setup options, and cutting-edge applications in AI art generation.
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7 Lesons
17 minutes
On-Demand
Free-Video
James Briggs

How to Build an AI-Powered Video Search App

0 rewiews
Learn to build an AI-powered video search app using YouTube data, Pinecone, and Streamlit. Covers data collection, enhancement, indexing, and querying, with practical code examples and implementation steps.
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8 Lesons
22 minutes
On-Demand
Free-Video
OSACon

Building AI Pipelines with Hugging Face and Kedro - From ChatGPT to Production

0 rewiews
Discover how to build robust AI systems using Hugging Face's open models and Kedro pipelines, moving beyond commercial AI to create customizable and transparent machine learning solutions.
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1 Lesons
29 minutes
On-Demand
Free-Video
Discover AI

FASTER Code for Supervised Fine-Tuning and DPO Training with UNSLOTH

0 rewiews
Explore practical implementation of UNSLOTH for accelerated Supervised Fine-Tuning and DPO-Alignment of LLMs using Jupyter notebooks with HuggingFace compatibility.
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1 Lesons
27 minutes
On-Demand
Free-Video
Discover AI

Understanding 4-bit Quantization and QLoRA - Memory Efficient Fine-tuning of LLMs

0 rewiews
Dive into memory-efficient fine-tuning of large language models through 4-bit quantization and QLoRA, combining theoretical foundations with practical implementation in Colab.
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1 Lesons
42 minutes
On-Demand
Free-Video
Discover AI

NEFTune - Improving LLM Performance Through Noisy Embeddings Fine-Tuning

0 rewiews
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
Discover AI

Stable Diffusion XL with T2I-Adapter and ControlLoRA - Tutorial and Demo

0 rewiews
Master advanced image generation techniques using SDXL with T2I adapters and ControlLoRA, featuring hands-on demonstrations and practical implementations for enhanced AI art creation.
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1 Lesons
17 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning FLAN-T5 Models for Text Summarization with PyTorch

0 rewiews
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
On-Demand
Free-Video
Discover AI

Fine-tuning T5 LLM for Text Generation and Summarization - Complete Tutorial

0 rewiews
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
On-Demand
Free-Video
Discover AI

Best Datasets for LLMs - How to Choose and Create Your Own

0 rewiews
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
On-Demand
Free-Video
Discover AI

Running Flan-T5-XL Model on Google Colab - A Free Self-Explaining Language Model

0 rewiews
Discover how to implement and optimize the Flan-T5-XL language model on Google Colab, exploring its capabilities in reasoning, essay writing, and translation tasks while working within free resource constraints.
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1 Lesons
18 minutes
On-Demand
Free-Video
Discover AI

Building a FLAN-T5 XL Model GUI with Gradio in Google Colab - A Step-by-Step Tutorial

0 rewiews
Learn to build a Gradio GUI for FLAN-T5-XL model on Google Colab, enabling free text generation, summarization, and translation capabilities with minimal computational resources and step-by-step implementation.
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6 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Learning Vision Transformer (ViT) Technology: Research Methods and Resources - 2023

0 rewiews
Discover effective strategies for learning and implementing Vision Transformer technology through top academic resources, code repositories, and research platforms like HuggingFace and Papers with Code.
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10 Lesons
29 minutes
On-Demand
Free-Video
Discover AI

PyTorch Vision Transformer: Applying Pre-trained and Fine-tuned ViT Models for Image Classification

0 rewiews
Master Vision Transformer implementation in PyTorch using pre-trained and fine-tuned ViT models for image classification, with hands-on practice in Google Colab and Huggingface integration.
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1 Lesons
23 minutes
On-Demand
Free-Video
Discover AI

Optimizing LLM Fine-Tuning with PEFT and LoRA Adapter-Tuning for GPU Performance

0 rewiews
Master efficient fine-tuning of large language models using PEFT and LoRA techniques, optimizing GPU memory usage through INT8 quantization and adapter-tuning for cost-effective model development.
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15 Lesons
35 minutes
On-Demand
Free-Video
Discover AI

How to Fine-tune T5 and Flan-T5 Large Language Models - Theory Introduction

0 rewiews
Discover the fundamentals of fine-tuning T5 and Flan-T5 language models, exploring key differences, implementation steps, and practical applications using Hugging Face transformers.
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1 Lesons
27 minutes
On-Demand
Free-Video
Discover AI

Fine-Tuning Code Language Models - A Practical Guide

0 rewiews
Master the process of fine-tuning Code LLMs using instruction datasets, from environment setup to implementation, with hands-on demonstrations using StarCoder and practical GPU requirements guidance.
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8 Lesons
22 minutes
On-Demand
Free-Video
James Briggs

Hugging Face Agents — First Look

0 rewiews
Explore Hugging Face's new LLM Agents: easy-to-use, multi-modal AI tools integrated with HF's vast model hub. Learn implementation, querying, and potential applications in this comprehensive overview.
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9 Lesons
19 minutes
On-Demand
Free-Video
Conf42

Productionize AI and ML Algorithms in Cloud Environments

0 rewiews
Explore AI and ML algorithm productionization in cloud environments. Learn development phases, NLP tasks, Hugging Face, MLflow, and AWS deployment for effective model management and serving.
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17 Lesons
25 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Stable Diffusion Google Colab - Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors

0 rewiews
Learn to use Google Colab for Stable Diffusion: set up, train models, generate images, transfer projects, use custom files, and integrate with Hugging Face. Explore advanced techniques for AI image generation.
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16 Lesons
28 minutes
On-Demand
Free-Video
rupert ai

Masked Language Modelling - Retraining BERT with Hugging Face Trainer - Coding Tutorial

0 rewiews
Practical guide to retraining BERT for masked language modeling using Hugging Face Trainer on the Microsoft Research Sentence Completion Challenge, with step-by-step Python implementation and performance evaluation.
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5 Lesons
32 minutes
On-Demand
Free-Video
rupert ai

Masked Language Modelling with Hugging Face - Microsoft Sentence Completion - Coding Tutorial

0 rewiews
Practical guide to applying Hugging Face language models for sentence completion, covering masked language modeling, data inspection, model application, and performance evaluation.
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5 Lesons
48 minutes
On-Demand
Free-Video
1littlecoder

YouTube Video Transcript Summarizer - Hugging Face Speech-to-Text ASR - Video Summarizer Project

0 rewiews
Learn to build a YouTube video summarizer using Python, Hugging Face ASR, and text summarization techniques. Covers audio extraction, speech-to-text conversion, and transcript summarization with live demo.
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8 Lesons
27 minutes
On-Demand
Free-Video
1littlecoder

What Is Hugging Face - Crash Course - ML Products for Beginners

0 rewiews
Comprehensive overview of Hugging Face's ML ecosystem, covering its company background, key products, and tools for NLP and machine learning, suitable for beginners without coding.
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9 Lesons
40 minutes
On-Demand
Free-Video
Samuel Chan

Guidance: A Language for LLM Prompt Design

0 rewiews
Tutorial on Guidance, an open-source project for controlling language models effectively. Learn to create better interfaces between prompts and outputs, applicable to various LLMs including GPT and open-source models.
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1 Lesons
43 minutes
On-Demand
Free-Video
Sam Witteveen

LLaMA2 - What Are the Changes?

0 rewiews
Explore the advancements in LLaMA2, including new base models, performance comparisons, and insights into its development and deployment on various platforms.
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9 Lesons
23 minutes
On-Demand
Free-Video
1littlecoder

Replace ANYTHING with Stable Diffusion AI InPainting Tool Using Gradio

0 rewiews
Learn to create an AI in-painting tool using Hugging Face Gradio and Diffusers, enabling you to replace any element in an image with Stable Diffusion technology.
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1 Lesons
21 minutes
On-Demand
Free-Video
1littlecoder

OPT-175B Language Model Tutorial - GPT-3 Alternative Using Hugging Face

0 rewiews
Learn about Meta AI's OPT-175B language model, including a live demo and hands-on coding for text generation using Hugging Face Transformers. Explore this open-source alternative to GPT-3.
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1 Lesons
22 minutes
On-Demand
Free-Video
1littlecoder

Image Captioning Python App with ViT and GPT2 Using Hugging Face Models - Applied Deep Learning

0 rewiews
Learn to create an image captioning app using ViT and GPT2 models from Hugging Face. Build a Gradio interface and deploy it on the Model Hub for easy access and sharing.
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1 Lesons
25 minutes
On-Demand
Free-Video
1littlecoder

PyTorch NLP Model Training and Fine-Tuning on Colab TPU Multi-GPU with Accelerate

0 rewiews
Learn to train and fine-tune PyTorch NLP models on Colab TPU using Hugging Face's Accelerate library for efficient multi-GPU/TPU implementation with minimal code changes.
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1 Lesons
23 minutes
On-Demand
Free-Video
Data Science Dojo

Building and Deploying a Semantic Search Engine on Hugging Face

0 rewiews
Build and deploy a semantic search engine on Hugging Face. Learn NLP techniques, implement search algorithms, and create an API. Gain practical skills in context-aware search and sentiment analysis.
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10 Lesons
37 minutes
On-Demand
Free-Video
James Briggs

Chatbot with LangChain

0 rewiews
Learn to create an open-source chatbot using MPT-30B, a powerful language model, with LangChain. Explore implementation, tokenization, and building a functional chatbot on a single GPU.
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9 Lesons
21 minutes
On-Demand
Free-Video
James Briggs

Open LLaMa in LangChain and Hugging Face

0 rewiews
Learn to implement Open-LLaMa in Hugging Face and LangChain, covering tokenization, stopping criteria, pipeline setup, and chatbot creation. Gain practical skills in open-source AI development.
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11 Lesons
23 minutes
On-Demand
Free-Video
James Briggs

Hugging Face LLMs with SageMaker - RAG with Pinecone

0 rewiews
Learn to build LLM + RAG pipelines using Hugging Face models on AWS SageMaker. Implement semantic search with MiniLM and Pinecone for enhanced AI applications.
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12 Lesons
33 minutes
On-Demand
Free-Video
Yannic Kilcher

Open Assistant Inference Backend Development

0 rewiews
Hands-on coding session building streaming inference into Hugging Face's text generation server, covering CUDA, Python, Rust, gRPC, WebSockets, and server-sent events for AI development.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
James Briggs

Hugging Face Datasets - Adding Images

0 rewiews
Learn to add images to Hugging Face datasets using Python, covering tar file creation, dataset builder scripts, and best practices for efficient image handling in machine learning projects.
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10 Lesons
16 minutes
On-Demand
Free-Video
Sam Witteveen

Fine-Tuning LLMs with PEFT and LoRA

0 rewiews
Explore efficient fine-tuning of large language models using PEFT and LoRA techniques, with a focus on practical implementation and uploading to HuggingFace Hub.
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7 Lesons
16 minutes
On-Demand
Free-Video
Databricks

Building a Pipeline for State-of-the-Art NLP Using Hugging Face Tools

0 rewiews
Learn to build state-of-the-art NLP pipelines using Hugging Face tools. Explore tokenization, transformer networks, and various NLP tasks like sentiment analysis and question answering.
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25 Lesons
49 minutes
On-Demand
Free-Video
Linux Foundation

Generative AI and Stable Diffusion - Lightning Talks

0 rewiews
Explore cutting-edge AI topics: generative models, Stable Diffusion, and Intel's optimizations for PyTorch 2.0 in these concise, informative lightning talks.
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1 Lesons
38 minutes
On-Demand
Free-Video
Data Science Dojo

Monitoring LLMs in Production with Hugging Face & WhyLabs

0 rewiews
Learn to monitor and manage LLMs using LangKit, evaluating user interactions, configuring guardrails, and setting up alerts to prevent undesirable behavior in AI applications.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Krish Naik

LangChain Tutorial: Building an End-to-End LLM Project with Hugging Face Deployment - 1 Hour

0 rewiews
Comprehensive tutorial on LangChain, covering basics to advanced concepts with hands-on examples. Includes deployment of a Q&A chatbot using Hugging Face Spaces.
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11 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Sam Witteveen

Yi 34B: The Rise of Powerful Mid-Sized Models - Base, 200k, and Chat

0 rewiews
Explore Yi 34B, a powerful mid-sized AI model. Learn about its performance, versions, and potential applications. Discover insights from AI expert Kai-Fu Lee and see practical demonstrations.
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13 Lesons
15 minutes
On-Demand
Free-Video
1littlecoder

LLaVA: The New Open Access Multimodal AI Model

0 rewiews
Explore LLaVA, a cutting-edge open-access multimodal AI model. Learn about its capabilities, live demo, GitHub repository, research papers, and available models on Hugging Face.
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1 Lesons
20 minutes
On-Demand
Free-Video
Linux Foundation

Do Repeat Yourself - Designing Open-source Libraries for Modern Machine Learning

0 rewiews
Explore modern machine learning library design principles with Hugging Face's Diffusers Team Lead, focusing on open-source development and effective code reuse strategies.
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1 Lesons
16 minutes
On-Demand
Free-Video
Linux Foundation

Deploying Your Own Language Models - A Use Case Demo with Open Source Tools

0 rewiews
Explore domain-specific language model adaptation and deployment using open source tools. Learn cost-effective techniques, optimization strategies, and ethical considerations for building powerful AI applications.
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1 Lesons
40 minutes
On-Demand
Free-Video
Strange Loop Conference

Astronaut Horse - Stable Diffusion Artist Collaborations

0 rewiews
Explore open-source AI tools for visual art creation, featuring Stable Diffusion collaborations between developers and artists. Learn about innovative techniques and see generated artworks and physical responses.
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1 Lesons
49 minutes
On-Demand
Free-Video
Krish Naik

Generative AI with LLM Models on AWS Cloud - Crash Course

0 rewiews
Build generative AI applications using Langchain, Hugging Face, and AWS services. Learn to leverage open-source LLM models with AWS Bedrock for practical AI development and deployment.
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6 Lesons
2 hours 17 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

IP-Adapter-FaceID Tutorial - Installation, Usage, and Advanced Features

0 rewiews
Comprehensive guide on using IP-Adapter-FaceID for face transfer across Windows, RunPod, and Kaggle. Covers installation, customization, model conversion, and advanced features for seamless image generation.
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37 Lesons
31 minutes
On-Demand
Free-Video
Sam Witteveen

Llama 3 - 8B and 70B Models Deep Dive and Implementation Guide

0 rewiews
Explore Llama 3's 8B and 70B models: capabilities, benchmarks, and deployment options. Learn about scaling, licensing, and future developments in this comprehensive overview of Meta AI's latest language model release.
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15 Lesons
24 minutes
On-Demand
Free-Video
Sam Witteveen

Testing Microsoft's New VLM - Phi-3 Vision Model

0 rewiews
Explore Microsoft's Phi-3 Vision model capabilities through hands-on demonstrations, including image analysis and 4-bit quantization, with insights from the model's documentation and research paper.
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7 Lesons
15 minutes
On-Demand
Free-Video
Sam Witteveen

Florence-2: The Best Small Vision Language Model - Capabilities and Demo

0 rewiews
Explore Florence-2, a powerful new Vision Language Model capable of detailed image captioning, visual grounding, and open vocabulary detection, with demonstrations and practical usage examples.
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9 Lesons
14 minutes
On-Demand
Free-Video
1littlecoder

Building Local Llama Agents with Mistral and Arcee Agent

0 rewiews
Explore building local Llama Agents using Mistral and Arcee models. Learn to create AI agents with open-source tools for tasks like calculation and NLP analysis.
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1 Lesons
20 minutes
On-Demand
Free-Video
Linux Foundation

Fireside Chat on PyTorch and Machine Learning

0 rewiews
Insightful discussion on PyTorch's development, AI trends, and the future of machine learning with industry experts Soumith Chintala and Merve Noyan.
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1 Lesons
32 minutes
On-Demand
Free-Video
Krish Naik

Complete Langchain Course for Generative AI

0 rewiews
Comprehensive guide to building AI applications with LangChain, covering chatbots, RAG pipelines, and integration with various tools and platforms for generative AI development.
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9 Lesons
3 hours 14 minutes
On-Demand
Free-Video
LLMOps Space

Fine-tuning LLMs with Hugging Face SFT and QLoRA - LLMOps Techniques

0 rewiews
Explore advanced LLM fine-tuning techniques, from specialized tuning to instruction enhancement. Learn dataset preparation, model optimization, and leverage powerful libraries for efficient fine-tuning and deployment.
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1 Lesons
54 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOPS: How to Work with Hugging Face Hub CLI

0 rewiews
Aprende a instalar y utilizar la CLI de Hugging Face Hub para gestionar modelos y datasets de aprendizaje automático de manera eficiente.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models

0 rewiews
Integrate Semantic Kernel with Huggingface models for text generation and summarization using GPT2 and T5-base. Explore practical implementation for machine learning tasks.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Introduction to the Semantic Kernel SDK

0 rewiews
Explore Microsoft's Semantic Kernel SDK for integrating LLMs with C#, Python, and Java. Learn to combine AI models with traditional programming for enhanced applications.
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1 Lesons
39 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Building Better Language Models - Paradigms and Techniques

0 rewiews
Explore advanced techniques for building and improving language models, covering paradigms, zero-shot learning, and multitask prompted training.
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23 Lesons
56 minutes
On-Demand
Free-Video
James Briggs

Hugging Face Datasets - Dataset Builder Scripts for Beginners

0 rewiews
Learn to create and manage dataset builder scripts for Hugging Face, including download management, Apache Arrow datatypes, and integration with popular machine learning frameworks for efficient model training and fine-tuning.
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9 Lesons
23 minutes
On-Demand
Free-Video
Snorkel AI

Meet FLAVA: A Unified Vision and Language Foundation Model

0 rewiews
Explore FLAVA, a unified vision and language model, its architecture, and performance across 35 tasks. Learn about the journey towards creating this holistic foundation model for multimodal AI applications.
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7 Lesons
21 minutes
On-Demand
Free-Video
EuroPython Conference

Fine-tuning Large Models on Local Hardware Using PEFT and Quantization

0 rewiews
Explore Parameter-Efficient Fine-Tuning (PEFT) and quantization techniques to train large neural networks on modest hardware using the PEFT library and Hugging Face ecosystem.
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1 Lesons
28 minutes
On-Demand
Free-Video
Vladimir Chopine [GeekatPlay]

Installing Flux in ComfyUI - A Step-by-Step Guide

0 rewiews
Learn how to integrate and configure Flux within ComfyUI, including installation steps, workflow setup, and essential resources for enhanced AI image generation capabilities.
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1 Lesons
20 minutes
On-Demand
Free-Video
Discover AI

Parallel Processing for Stable Diffusion Using TPU - Speed Optimization Guide

0 rewiews
Master parallel processing in Stable Diffusion using TPUs and JAX/FLAX libraries to generate AI art 8x faster, achieving remarkable speeds of 8 images in just 4 seconds.
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1 Lesons
17 minutes
On-Demand
Free-Video
Cloud Security Alliance

Trojan Model Hubs - Hacking the ML Supply Chain and Defending Against Security Threats

0 rewiews
Discover essential security strategies for ML model hubs, focusing on detecting Model Serialization Attacks and implementing cryptographic signing to protect against compromised artifacts and system vulnerabilities.
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1 Lesons
26 minutes
On-Demand
Free-Video
NullSafe Architect

Desarrollos con Modelos de IA Generativa de Hugging Face

0 rewiews
Descubre cómo implementar y utilizar los modelos de IA generativa de Hugging Face para crear aplicaciones innovadoras y soluciones tecnológicas avanzadas.
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1 Lesons
20 minutes
On-Demand
Free-Video
Shaw Talebi

The Hugging Face Transformers Library - Beginner's Guide and Chatbot UI with Gradio

0 rewiews
Explore the Hugging Face Transformers library for easy, cost-free use of open-source language models. Learn sentiment analysis, summarization, and build a chatbot UI with Gradio.
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11 Lesons
22 minutes
On-Demand
Free-Video
Shaw Talebi

Fine-tuning Large Language Models (LLMs) with Example Code

0 rewiews
Learn to fine-tune large language models with practical Python examples. Explore techniques like LoRA for efficient parameter tuning and implement a text classification model using distilBERT.
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13 Lesons
28 minutes
On-Demand
Free-Video
Shaw Talebi

Compressing Large Language Models (LLMs) with Python Code - 3 Techniques

0 rewiews
Explore three LLM compression techniques: quantization, pruning, and knowledge distillation. Learn to implement these methods with Python code examples for efficient model optimization.
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8 Lesons
24 minutes
On-Demand
Free-Video
OpenSSF

ML Model Signing: Cryptographically Paving the Way to Provenance in Machine Learning Models

0 rewiews
Explore cryptographic signing for ML models, enhancing trust and provenance in AI. Learn about open-source specifications for verifying model integrity and strengthening the AI supply chain.
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1 Lesons
21 minutes
On-Demand
Free-Video
Sam Witteveen

Llama 3.2 - Multimodal and Edge Computing Advancements

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Explore Llama 3.2's multimodal capabilities, edge computing potential, and performance benchmarks. Learn about its vision-tuned models, lightweight versions, and integration with Ollama.
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11 Lesons
13 minutes
On-Demand
Free-Video
Krish Naik

Getting Started with Meta Llama 3.2 and Its Variants Using Groq and Hugging Face

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Explore Meta Llama 3.2 variants using Groq and Huggingface. Learn to fine-tune, distill, and deploy this open-source AI model in various sizes for your projects.
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1 Lesons
12 minutes
On-Demand
Free-Video
MLOps.community

End-to-end Modern Machine Learning in Production - Part 2

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Explore RLHF, efficient training techniques, on-device ML, and optimizations in modern machine learning production with insights from a Hugging Face lead engineer.
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1 Lesons
11 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Introduction to the Semantic Kernel SDK in C#

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Explore Microsoft's Semantic Kernel SDK for integrating LLMs with C#. Learn to combine AI models with traditional programming for enhanced applications.
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4 Lesons
17 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Flan T5 Base for Document Summarization Using Multi-News Dataset

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Fine-tune Flan T5 for document summarization using multi_news dataset. Learn practical implementation with provided notebook and explore variations with other models and datasets.
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1 Lesons
28 minutes
On-Demand
Free-Video
DevConf

Rapid Prototyping with Open Source AI Models

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Discover and leverage open-source AI models for idea validation, process automation, and innovation without expensive hardware requirements.
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1 Lesons
15 minutes
On-Demand
Free-Video
Arm Software Developers

Building an Orca Mini and Phi 3 Chatbot with Python on Raspberry Pi 5

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Build a Python-based chatbot using Orca Mini and Phi 3 models on Raspberry Pi 5, running locally without internet or subscriptions. Gain hands-on experience in implementing AI models on embedded systems.
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6 Lesons
11 minutes
On-Demand
Free-Video
Trelis Research

Fine-tuning Llama 2 for Tone or Style Using Shakespeare Dataset

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Fine-tune Llama 2 for Shakespearean style using custom datasets. Learn LoRA, parameter settings, and inference techniques to adapt language models for specific tones or styles.
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17 Lesons
18 minutes
On-Demand
Free-Video
Trelis Research

How to Quantize a Large Language Model with GGUF or AWQ

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Learn to quantize large language models using GGUF and AWQ. Explore techniques, compare methods, and gain practical skills for efficient model compression and deployment.
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8 Lesons
26 minutes
On-Demand
Free-Video
Trelis Research

Really Long Context LLMs - 200k Input Tokens

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Explore Yi 34B 200k model capabilities, compare long context models, and learn about passkey retrieval and inferencing on Runpod. Access resources for implementing extended context LLMs.
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12 Lesons
25 minutes
On-Demand
Free-Video
Trelis Research

Fine-tuning Multi-modal Video and Text Models

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Explore fine-tuning techniques for multi-modal video and text models, covering dataset generation, clipping, querying, and evaluation using IDEFICS 2 and Jupyter Notebooks.
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9 Lesons
22 minutes
On-Demand
Free-Video
1littlecoder

Creating Custom Flux AI Photos Without LoRA Using PuLID Technique

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Learn to generate personalized Flux AI photos quickly using PuLID technique, without fine-tuning or LoRA. Create custom AI images efficiently with this innovative method.
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1 Lesons
11 minutes
On-Demand
Free-Video
Camunda

Configuring and Using the Camunda Hugging Face Connector for Customer Sentiment Analysis

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Learn to configure and use Camunda Hugging Face Connector for analyzing customer sentiment in BPMN processes. Integrate machine learning to improve customer interactions and automate decision-making based on sentiment analysis.
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9 Lesons
19 minutes
On-Demand
Free-Video
PyCon US

Lies, Damned Lies, and Large Language Models - Measuring and Reducing Hallucinations

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Explore LLM hallucinations, measure misinformation using TruthfulQA dataset, and learn about retrieval augmented generation to enhance model reliability and accuracy.
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1 Lesons
29 minutes
On-Demand
Free-Video
Sam Witteveen

Introducing the New Champion of Function Calling - Groq Tool Use Model

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Explore the new open Tool Use / Function Calling model based on Llama-3, featuring Groq and Glaive. Learn about its capabilities, performance, and practical applications through code demonstrations.
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6 Lesons
15 minutes
On-Demand
Free-Video