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#Art & Design #Adobe #ChatGPT #GitHub

#LLaMA (Large Language Model Meta AI)

Showing: 98 courses
Yannic Kilcher

LLaMA- Open and Efficient Foundation Language Models - Paper Explained

1 rewiews
Detailed explanation of Meta's LLaMA language models, covering training data, architecture, implementation, and performance. Explores how smaller models can outperform larger ones with optimized training.
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10 Lesons
41 minutes
On-Demand
Free-Video
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
Devoxx

Developing Cloud-Native Java AI Applications with DJL and LangChain4J

0 rewiews
Explore the integration of Java with AI and large language models in this comprehensive conference talk. Learn how to consume, train/retrain, and infer various AI models, including LLMs like OpenAI, Llama, Gemma, and Mistral. Discover practical applicati…
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1 Lesons
2 hours 37 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

Jlama: A Native Java LLM Inference Engine

0 rewiews
Explore JLama, a cutting-edge inference engine designed to empower Java developers with native AI capabilities. Discover how this innovative tool brings the power of large language models directly into the Java ecosystem without the need for GPUs. Learn…
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1 Lesons
51 minutes
On-Demand
Free-Video
Devoxx

Running Open Large Language Models in Production with Ollama and Serverless GPUs

0 rewiews
Explore the deployment of open large language models in production environments using Ollama and serverless GPUs. Learn why companies are increasingly interested in running open models like Gemma and Llama, which offer full control over deployment, model…
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1 Lesons
43 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Building Your LLM Factory

0 rewiews
Discover strategies for integrating LLMs into enterprise infrastructure, overcoming challenges, and leveraging cloud computing for AI applications.
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1 Lesons
56 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

The Mathematics of Scaling Laws and Model Collapse in AI

0 rewiews
Explore the mathematics behind AI scaling laws and model collapse, focusing on the shift from linear to flattened performance relationships in large language models.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Simons Institute

Robust Generalization in the Era of LLMs - Jailbreaking Attacks and Defenses

0 rewiews
Explore jailbreaking attacks on LLMs, their vulnerabilities, and defense strategies. Gain insights into robust generalization and evaluation methods for production language models.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Anyscale

Meta's Roadmap for Full Stack AI - Insights from Llama Ecosystem

0 rewiews
Explore Meta's roadmap for full-stack AI with Joe Spisak. Gain insights into the Llama ecosystem, building generative AI agents at scale, and leveraging open AI for innovation and application development.
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1 Lesons
38 minutes
On-Demand
Free-Video
Anyscale

Llama 1, 2, 3 - On the Way to Open Intelligence

0 rewiews
Dive into the evolution of Large Language Models with Meta's GenAI Director. Explore Llama's journey, its impact on open AI, and the future of collaborative LLM development.
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1 Lesons
31 minutes
On-Demand
Free-Video
Meta

Llama Interprets the World - Unlocking New Possibilities with Multimodal Reasoning

0 rewiews
Discover how Llama's latest multimodal reasoning capabilities can enhance chatbots, virtual assistants, and unlock innovative applications for your projects.
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1 Lesons
12 minutes
On-Demand
Free-Video
Meta

Create AI with Expertise and Memory Using Lamini

0 rewiews
Explore open compound AI architectures, memory tuning, and scalable serving designs for Llama developers to accelerate inference and achieve domain specialization.
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1 Lesons
19 minutes
On-Demand
Free-Video
Meta

Going from Single Model to Compound AI Systems

0 rewiews
Explore innovative approaches to scale and enhance Llama capabilities, including open compound AI architectures and distributed inference engines for accelerated performance.
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1 Lesons
13 minutes
On-Demand
Free-Video
Meta

Building Responsibly With Llama - Ethical Approaches to GenAI Safety

0 rewiews
Explore the evolution of AI ethics and Meta's approach to GenAI safety, focusing on responsible development and deployment of Llama models.
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1 Lesons
20 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J Knowledge Graph Builder App with Langchain, OpenAI, and Gemini - Introduction and Installation

0 rewiews
Aprende a crear Knowledge Graphs con Neo4J, integrando OpenAI y Gemini para procesar información no estructurada de diversas fuentes.
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1 Lesons
41 minutes
On-Demand
Free-Video
SANS

Llama: The Fast-File Processor with No Drama

0 rewiews
Explore fast-file processing techniques for efficient digital forensics and incident response, enhancing investigative capabilities without complications.
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1 Lesons
37 minutes
On-Demand
Free-Video
Part Time Larry

Financial Analyst App - GPT-4, Streamlit, and Llama-Index Tutorial

0 rewiews
Build a financial news app UI with Streamlit, integrating GPT-4 and Llama-Index for advanced analysis and user-friendly interaction. Learn to create a powerful tool for financial insights.
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5 Lesons
21 minutes
On-Demand
Free-Video
Anyscale

Akash Network - Powering Ray on an Open Source Super Cloud

0 rewiews
Discover how Akash Network's open-source super cloud platform revolutionizes distributed computing and AI workloads, featuring real-world applications and live demonstrations of Ray clusters with vLLM and Llama-3.1.
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1 Lesons
16 minutes
On-Demand
Free-Video
Part Time Larry

OpenAI and Llama Index - Financial News Analysis

0 rewiews
Learn to analyze financial news using OpenAI and Llama Index. Build a system to fetch, index, and query news data, with a focus on practical implementation and code walkthrough.
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8 Lesons
21 minutes
On-Demand
Free-Video
Data Science Dojo

Build Your Own ChatGPT with Llama Index - Unlock the Power of Llama Index, Create Your Own ChatGPT

0 rewiews
Unlock AI's potential by building a personalized chatbot with Llama Index. Learn step-by-step techniques for creating custom prompts and leveraging advanced AI technology in this hands-on tutorial.
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9 Lesons
51 minutes
On-Demand
Free-Video
Discover AI

LongRoPE and Theta Scaling for Extended Context Length in LLMs - Part 2

0 rewiews
Delve into advanced techniques for extending LLM context lengths through LongRoPE and Theta Scaling, exploring methods to enhance model performance from 8K to 4M tokens.
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1 Lesons
59 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

Mistral 7B: Architecture, Performance and Implementation Guide

0 rewiews
Dive into Mistral 7B's implementation, exploring grouped-query attention, efficient GPU usage, and hands-on demonstrations for running advanced language models on local hardware.
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1 Lesons
42 minutes
On-Demand
Free-Video
AI Bites

Mistral 7B - Understanding the Architecture and Performance Improvements

0 rewiews
Dive into the technical innovations of Mistral 7B, exploring its groundbreaking attention mechanisms, caching strategies, and performance improvements over existing language models.
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8 Lesons
11 minutes
On-Demand
Free-Video
Discover AI

Tool LLM for API Calls - Understanding Fine-Tuned Language Models for API Performance

0 rewiews
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
On-Demand
Free-Video
Discover AI

Stanford ALPACA 7B LLM: Fine-tuning Guide with Code and Datasets

0 rewiews
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
UofU Data Science

Uncertainty, Prompting, and Chain-of-Thoughts in Large Language Models - Part 2

0 rewiews
Dive into advanced AI concepts including temperature scaling, Bayesian calibration, prompt-based finetuning, and chain-of-thought techniques for more reliable and explainable language models.
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11 Lesons
1 hour 21 minutes
On-Demand
Free-Video
echohive

Llama Index - Step by Step Introduction

0 rewiews
Step-by-step guide to using Llama Index for document storage, indexing, and querying with customizable LLM settings and prompt helpers. Learn to create, manage, and interact with vector store indexes efficiently.
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5 Lesons
14 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

FATE-LLM - Empowering Large Language Models with Federated Learning

0 rewiews
Explore FATE-LLM, integrating federated learning with large language models to address data privacy concerns. Learn about its components, implementation on Kubernetes, and real-world applications.
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1 Lesons
28 minutes
On-Demand
Free-Video
Trelis Research

Test Time Compute: Verifiers and Parallel Sampling - Part 2

0 rewiews
Explore advanced inference techniques using verifiers, parallel sampling, and prompt optimization to enhance language model performance and accuracy.
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21 Lesons
1 hour
On-Demand
Free-Video
Samuel Chan

LangChain and OpenAI Tutorial - Building a Q&A System with Custom Text Data

0 rewiews
Learn to build an AI-powered Q&A system using LangChain and OpenAI. Explore text embeddings, vector stores, and agent chaining to create a custom question-answering tool with your own data.
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1 Lesons
20 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
Sam Witteveen

Investigating the Code Llama Models and Fine-Tuned Alternatives

0 rewiews
Explore Code Llama models and fine-tuned alternatives, comparing their capabilities, benchmarks, and recent developments in AI-powered coding assistance.
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8 Lesons
18 minutes
On-Demand
Free-Video
Aladdin Persson

Experimenting with Alpaca & LLaMA

0 rewiews
Explore Alpaca and LLaMA models in real-time, gaining hands-on experience with cutting-edge language AI technologies and their practical applications.
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1 Lesons
1 hour 39 minutes
On-Demand
Free-Video
Aladdin Persson

What's LLaMA? ChatLLaMA? - And Some ChatGPT/InstructGPT

0 rewiews
Explore LLaMA, ChatLLaMA, and other language models, understanding their capabilities, differences, and potential applications in AI and natural language processing.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Venelin Valkov

Alpaca & LLaMA - Can it Compete with ChatGPT?

0 rewiews
Explore Stanford Alpaca's capabilities, learn inference techniques, and compare its performance to ChatGPT in this step-by-step tutorial on setting up and optimizing the model.
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10 Lesons
42 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

Llama Index 101 with Vector DBs and GPT 3.5

0 rewiews
Explore Llama-index with Pinecone vector database for semantic search and LLM retrieval augmentation. Learn about Documents, Nodes, vectorstore objects, and making queries in this practical tutorial.
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8 Lesons
19 minutes
On-Demand
Free-Video
Sam Witteveen

How to Run LLaMA-2-70B on the Together AI

0 rewiews
Learn to run LLaMA-2-70B on Together AI's platform. Explore the API, playground, and documentation. Gain hands-on experience with code implementation for this powerful language model.
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9 Lesons
13 minutes
On-Demand
Free-Video
Venelin Valkov

Chat with Multiple PDFs Using Llama 2 and LangChain - Use Private LLM and Free Embeddings for QA

0 rewiews
Learn to build a chatbot using Llama 2 and LangChain to answer questions from multiple PDFs. Explore private LLM integration, vector stores, and efficient document retrieval techniques.
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9 Lesons
22 minutes
On-Demand
Free-Video
echohive

GPT-4 Codes Near Perfect Llama Index Code Using Vector DB from Documentation

0 rewiews
Learn to crawl documentation, extract code blocks, create datasets, and build Llama Index applications using GPT-4 and vector databases. Explore similarity search and generate complete applications from simple descriptions.
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9 Lesons
14 minutes
On-Demand
Free-Video
Sam Witteveen

LLaMA2 Tokenizer and Prompt Tricks

0 rewiews
Explore LLaMA2 tokenizer tricks, prompt engineering techniques, and JSON conversion strategies to enhance your language model interactions and outputs.
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6 Lesons
14 minutes
On-Demand
Free-Video
James Briggs

Llama 2 in LangChain - First Open Source Conversational Agent

0 rewiews
Explore Llama 2, the top open-source LLM, in LangChain. Learn to implement a 70B parameter chat model using Hugging Face and create a conversational agent with practical examples.
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12 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

ChatGPT, Stable Diffusion, and the Future of Open Source AI

0 rewiews
Explore the impact of generative AI on open source ethics, data usage, and individual rights, with insights from a leading AI scientist on the future of this technology.
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7 Lesons
16 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

LLaMA 2 and Meta AI Projects - Interview with Thomas Scialom

0 rewiews
Insightful discussion with LLaMA 2 lead Thomas Scialom, covering his journey, Meta projects, and the future of AI. Explores key concepts like supervised fine-tuning and human preference in language models.
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7 Lesons
1 hour
On-Demand
Free-Video
Linux Foundation

From OpenAI to Open Source AI: Navigating Between Commercial Ownership and Collaborative Openness

0 rewiews
Explore the evolution of generative AI, examining the balance between commercial interests and open collaboration. Analyze openness levels, computing power dynamics, and diverse projects shaping AI's future.
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1 Lesons
39 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Do Pretrained Transformers Learn In-Context by Gradient Descent?

0 rewiews
Explore the relationship between In-Context Learning and Gradient Descent in large language models, examining theoretical connections and empirical evidence from pre-trained transformers.
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1 Lesons
15 minutes
On-Demand
Free-Video
Venelin Valkov

Local Llama 3.2 (3B) Tutorial - Summarization, Structured Text Extraction, and Data Labelling

0 rewiews
Explore Llama 3.2 (3B) on Ollama for summarization, data extraction, and labeling. Learn setup, coding, and practical applications in this hands-on tutorial.
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13 Lesons
19 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Deploying LLM Workloads on Kubernetes Using WasmEdge and Kuasar

0 rewiews
Deploy LLM workloads efficiently on Kubernetes using WasmEdge and Kuasar. Explore solutions for faster container startup, reduced management overhead, and enhanced scalability in LLM operations.
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1 Lesons
14 minutes
On-Demand
Free-Video
EuroPython Conference

Language Model Zen

0 rewiews
Explore the frontier of AI Language Models, understanding their nature and various approaches to using them. Discover tools like TransformerLens and learn about options from prompt engineering to fine-tuning.
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1 Lesons
32 minutes
On-Demand
Free-Video
Mervin Praison

NVIDIA NIM: Deploying and Integrating Generative AI Models in Applications

0 rewiews
Learn to deploy and integrate generative AI models using NVIDIA NIM. Explore vision and text models, create user interfaces, and implement image analysis and chat functionality in your applications.
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7 Lesons
10 minutes
On-Demand
Free-Video
Mervin Praison

Create Local No-Code AI Agents with N8N and Ollama - A Step-by-Step Tutorial

0 rewiews
Learn to build local AI agents using n8n and Ollama - create calculator, news search, and blog writer agents with PostgreSQL integration and no-code workflows in just 10 minutes.
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12 Lesons
10 minutes
On-Demand
Free-Video
Open Compute Project

Optical Interconnects for Large-Scale AI Clusters - A Meta Perspective

0 rewiews
Explore how optical interconnects and integrated optics solutions address IO challenges in large-scale AI clusters, focusing on Meta's GPU infrastructure and future hardware design requirements.
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1 Lesons
19 minutes
On-Demand
Free-Video
Open Compute Project

Machine Learning Software Ecosystems: Frameworks, Compilers, and Models - Part 1

0 rewiews
Explore the landscape of ML frameworks, compilers, and models while understanding performance considerations for various hardware platforms and edge computing requirements.
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1 Lesons
17 minutes
On-Demand
Free-Video
The Machine Learning Engineer

RAG Integration with Nvidia NIM and LlamaIndex - Building Document Query Applications

0 rewiews
Explore building a RAG application using LlamaIndex and Nvidia NIM to effectively query private documents with LLama 3.2 3B and Phi3 3.5 Small 128k models.
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1 Lesons
20 minutes
On-Demand
Free-Video
Conf42

LLMs: Revolutionizing Customer Support or Ringing its Death Knell?

0 rewiews
Explore the impact of LLMs on customer support, examining pros, cons, hybrid approaches, and stakeholder perspectives for a balanced view of this technological shift.
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14 Lesons
17 minutes
On-Demand
Free-Video
Meta

How Meta Technologies are Built with Llama Models

0 rewiews
Explore Llama's potential for AI tools and discover how Meta leverages its 405B model for products like Meta AI, showcasing advanced reasoning capabilities.
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1 Lesons
12 minutes
On-Demand
Free-Video
Dave's Garage

Run Local LLMs on Hardware from $50 to $50,000 - Testing and Comparison

0 rewiews
Explore local LLM performance across diverse hardware, from Raspberry Pi to high-end workstations. Compare Llama models on various systems and discover surprising results in AI accessibility.
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1 Lesons
15 minutes
On-Demand
Free-Video
Sam Witteveen

Llama 3.2 - Multimodal and Edge Computing Advancements

0 rewiews
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

0 rewiews
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
Meta

Llama 101: Introduction to Meta's Large Language Model

0 rewiews
Explore Meta's Llama language model, its capabilities, applications, and the community-driven approach to innovation and positive impact.
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1 Lesons
10 minutes
On-Demand
Free-Video
Meta

How Meta Technologies Are Built with Llama Models

0 rewiews
Explore Llama's capabilities and learn how Meta leverages it to power AI products like Meta AI, featuring 405B parameters and advanced reasoning.
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1 Lesons
12 minutes
On-Demand
Free-Video
Meta

Llama 101 - Introduction to Meta's Large Language Model

0 rewiews
Explore Llama's capabilities, applications, and community-building efforts in this state-of-the-art large language model introduction.
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1 Lesons
10 minutes
On-Demand
Free-Video
MLOps.community

LIMA: Less is More for Alignment - Turning Language Models into Chatbots

0 rewiews
Explore LIMA, a LLaMa-based model fine-tuned on 1,000 curated prompts, producing impressive responses without user data or RLHF. Discover insights on language model alignment from this innovative approach.
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1 Lesons
11 minutes
On-Demand
Free-Video
Anyscale

Llama - Scaling Up LLMs in an Open Ecosystem

0 rewiews
Explore Llama's evolution, its impact on Generative AI, and learn how to leverage state-of-the-art performance using Ray-based platforms for building with open-source large language models.
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1 Lesons
28 minutes
On-Demand
Free-Video
Machine Learning With Hamza

RAG with Llama 3.1 for Google Trends Data Scraping and Summarization - Streamlit Web App

0 rewiews
Discover how to build a RAG pipeline using LLaMA 3.1 to automate article discovery and summarization based on Google Trends, showcased in a Streamlit web app for efficient content curation.
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1 Lesons
16 minutes
On-Demand
Free-Video
Sam Witteveen

LongWriter: Generating Extended Text with Large Language Models

0 rewiews
Explore LongWriter: an innovative model for generating extensive text in a single pass, with demos, paper insights, and practical applications using various LLMs.
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9 Lesons
13 minutes
On-Demand
Free-Video
USENIX

Quant-LLM: Accelerating Large Language Model Serving via FP6-Centric Algorithm-System Co-Design

0 rewiews
Innovative GPU kernel design enables efficient 6-bit quantization for large language models, significantly improving inference speed while maintaining quality across various applications.
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1 Lesons
19 minutes
On-Demand
Free-Video
USENIX

FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences

0 rewiews
Innovative federated learning protocol for efficient fine-tuning of large language models on mobile devices, addressing resource constraints through BP-free training and perturbed inferences.
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1 Lesons
20 minutes
On-Demand
Free-Video
Elvis Saravia

LLM News: Llama 3.1, Self-Improving Agents, and Recent AI Developments

0 rewiews
Explore latest AI advancements: Llama 3.1, self-improving agents, text-to-SQL, multi-LLM systems, and GPT-4 fine-tuning. Stay updated on cutting-edge developments in machine learning and artificial intelligence.
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14 Lesons
18 minutes
On-Demand
Free-Video
Venelin Valkov

RAG from Scratch with Llama 3.1 - Building a Custom Data Chatbot

0 rewiews
Hands-on tutorial for building a RAG system from scratch using Llama 3.1, Groq API, Sqlite-vec, and FastEmbed. Learn to create a chatbot with custom data without external libraries.
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11 Lesons
22 minutes
On-Demand
Free-Video
Mervin Praison

Fine-Tuning and Deploying LLaMA 3.1 on Hugging Face and Ollama

0 rewiews
Step-by-step guide to fine-tune LLaMA 3.1 with custom data, save on Hugging Face and Ollama, and deploy for enhanced AI performance tailored to specific business needs.
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14 Lesons
15 minutes
On-Demand
Free-Video
Mervin Praison

Creating Synthetic Datasets for Instruction Finetuning with LLaMA and Nemotron

0 rewiews
Learn to create synthetic datasets for AI instruction fine-tuning using LLaMA 3.1 and Nemotron 4. Master subtopic generation, question creation, response generation, quality filtering, and dataset uploading to Hugging Face.
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8 Lesons
14 minutes
On-Demand
Free-Video
Chris Hay

Building a Retro AI Chat Interface with Pyxel and Ollama

0 rewiews
Discover how to create a unique retro-style AI chat interface by combining Pyxel gaming engine with Llama 3.1 and Ollama, bringing a nostalgic 80s twist to modern AI interactions.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

RAG - Extracting Information from PDFs Using LlamaIndex, Gemini, and Nvidia NIM with Llama 3.2

0 rewiews
Aprende a extraer información de PDFs utilizando LlamaIndex, implementando modelos como Gemini y Nvidia NIM para embeddings junto con LLama 3.2 para procesamiento de lenguaje natural.
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1 Lesons
41 minutes
On-Demand
Free-Video
Linux Foundation

Unlocking Local LLMs with Quantization

0 rewiews
Discover how quantization optimizes LLMs for local deployment, from pre-training techniques to fine-tuning methods and inference optimization using cutting-edge approaches and community tools.
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1 Lesons
40 minutes
On-Demand
Free-Video
Oxen

Understanding How Llama 3.1 Works - A Technical Deep Dive

0 rewiews
Dive into Meta's groundbreaking Llama 3 architecture, exploring pre-training techniques, model capabilities, synthetic data quality, and implementation strategies for advanced AI development.
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9 Lesons
52 minutes
On-Demand
Free-Video
DEFCONConference

Inside Llama 3 Red Team Process - AI Safety and Security Assessment

0 rewiews
Delve into Meta's AI Red Team's comprehensive approach to testing Llama 3's safety, exploring methodologies, automated attacks, and emerging security challenges in AI systems.
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1 Lesons
32 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

LLaMA 3 Deep Dive - Synthetic Data, Privacy, and Model Architecture

0 rewiews
Explore LLaMA 3's innovations with Meta's Thomas Scialom, covering synthetic data, privacy concerns, scaling techniques, and architectural choices in this in-depth discussion on advanced language models.
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12 Lesons
53 minutes
On-Demand
Free-Video
Venelin Valkov

Local RAG with Llama 3.1 for PDFs - Private Chat with Documents using LangChain and Streamlit

0 rewiews
Build a local RAG system for PDFs using LLMs, LangChain & Streamlit. Extract text, create vector stores, implement advanced retrieval, and integrate local/remote LLMs for efficient document processing.
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15 Lesons
42 minutes
On-Demand
Free-Video
Databricks

Meta's Open Approach with Llama - Leveraging the Llama Ecosystem for Generative AI

0 rewiews
Explore Meta's open-source Llama ecosystem for building cutting-edge generative AI at scale, including latest models, access methods, safety components, and future possibilities.
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1 Lesons
40 minutes
On-Demand
Free-Video
Stanford University

Me-LLaMA - Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond

0 rewiews
Discover how Me-LLaMA, a suite of medical language models trained on vast biomedical datasets, outperforms existing LLMs in medical text analysis tasks, advancing healthcare AI applications through improved accuracy and accessibility.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Trelis Research

How to Pick a GPU and Inference Engine for Large Language Models

0 rewiews
Explore GPU selection and inference engine optimization for large language models. Compare quantization effects, software options, and cost-efficiency across various GPUs and model sizes.
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24 Lesons
1 hour 4 minutes
On-Demand
Free-Video
LASCON

Small Language Models for Application Security - Beyond ChatGPT

0 rewiews
Explore how small, open-source language models like LLaMa and Alpaca can revolutionize application security workflows, enabling earlier and more efficient security integration in software development.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
HOTI - Hot Interconnects Symposium

Powering Llama 3 - A Peek into Meta's Massive Infrastructure for Generative AI

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Dive into Meta's advanced infrastructure powering Llama 3, exploring the technological backbone and innovative systems behind their next-generation generative AI development.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Applied Singularity

Deep Dive into ChatGPT: Architecture and Comparison with Bard and LLaMa

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Explore ChatGPT's architecture, implementation, and evolution. Compare with Bard and LLaMa. Learn to build tinyGPT. Gain insights into transformers, attention mechanisms, and the GPT family of models.
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1 Lesons
1 hour 58 minutes
On-Demand
Free-Video
AI Bites

Building a Local Voice Assistant Like Alexa Using LLMs and Python

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Learn to build a voice-controlled AI assistant using Python, Streamlit, LangChain, and Ollama in under 100 lines of code. Create your own local version of Alexa through hands-on coding.
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7 Lesons
12 minutes
On-Demand
Free-Video
Venelin Valkov

Fine-tuning Llama 3.2 for Mental Health Sentiment Analysis Using TorchTune

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Master fine-tuning techniques for Llama 3.2 using torchtune, focusing on sentiment analysis for mental health data with practical implementation steps on a single GPU.
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13 Lesons
22 minutes
On-Demand
Free-Video
Trelis Research

Faster Inference Using Output Predictions with OpenAI and vLLM

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Master advanced inference techniques for faster AI model outputs using OpenAI predictions and vLLM speculative decoding, with practical demonstrations and cost optimization strategies.
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8 Lesons
24 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Building an Open Source Agentic RAG Application with Llama

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Dive into building advanced LLM applications using LangChain v0.2 and LangGraph, focusing on context-aware reasoning and autonomous agent development with RAG implementation.
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1 Lesons
5 hours 28 minutes
On-Demand
Free-Video
Vladimir Chopine [GeekatPlay]

How to Install LLaMA 3.2 AI Model on Your Computer - Step-by-Step Guide

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Master the step-by-step process of installing and configuring LLaMA 3.2 AI model locally for private data analysis and coding tasks on your personal computer.
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1 Lesons
11 minutes
On-Demand
Free-Video
Shaw Talebi

Multimodal AI: Understanding Large Language Models with Vision and Audio Capabilities

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Explore three key approaches to expanding Language Models beyond text, enabling them to process visual and auditory information, with practical demonstrations using LLaMA 3.2.
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7 Lesons
21 minutes
On-Demand
Free-Video
Snorkel AI

Fine-tuning AI Models for Healthcare Policy Analysis with AWS and Snorkel Flow

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Master AWS and Snorkel Flow integration to enhance AI models through structured fine-tuning workflows, focusing on improving accuracy in analyzing health insurance policy documents and generating reliable responses.
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10 Lesons
11 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 1

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Dive into building a RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.
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1 Lesons
50 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 2

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Dive into building an end-to-end RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Building End-to-End RAG Applications with Unstructured Data - Part 3: Docker Integration

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Dive into containerization with Docker and Docker Compose while building a RAG application that processes unstructured data using LangChain, multiple LLMs, and vector stores through Streamlit.
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1 Lesons
30 minutes
On-Demand
Free-Video
Eclipse Foundation

Navigating Between Commercial and Open Source AI - Understanding Large Language Models

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Explore the landscape of Generative AI, examining LLM openness levels, intellectual property challenges, and the balance between commercial interests and open collaboration in AI development.
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1 Lesons
36 minutes
On-Demand
Free-Video