Large language models with Keras

preview_player
Показать описание
The latest Keras 3 machine learning framework lets you write and run your code in JAX, Pytorch, or Tensorflow. Learn about Gemma, the large language model family of open models from Google. We will teach you basic and advanced LLM workflows, including chat generation, LoRA fine-tuning, model parallelism to train on large-scale infrastructure, style alignment, model surgery, and more.

Speakers: Martin Gorner, Gabriel Rasskin, Samaneh Saadat

Watch more:

#GoogleIO

Event: Google I/O 2024
  1. Google for Developers
  2. Google
  3. developers
  4. pr_pr: Google I/O;
  5. ct:Event - Technical Session;
  6. ct:Stack - AI;
Рекомендации по теме
Large language models 0:42:14

Large language models with Keras

On-device Large Language 0:47:27

On-device Large Language Models with Keras and Android

How Large Language 0:05:34

How Large Language Models Work

Create a Large 5:43:41

Create a Large Language Model from Scratch with Python – Tutorial

Build a Large 0:02:53

Build a Large Language Model AI Chatbot using Retrieval Augmented Generation

Fine-tune Gemma models 0:18:01

Fine-tune Gemma models With Custom Data in Keras using LoRA

5 problems when 0:04:58

5 problems when using a Large Language Model

LoRA - Low-rank 0:04:38

LoRA - Low-rank Adaption of AI Large Language Models: LoRA and QLoRA Explained Simply

[40] LIVE | 1:40:14

[40] LIVE | Let's learn from ML/NLP courses together!

Let's build GPT: 1:56:20

Let's build GPT: from scratch, in code, spelled out.

Transformers, explained: Understand 0:09:11

Transformers, explained: Understand the model behind GPT, BERT, and T5

PyTorch in 100 0:02:43

PyTorch in 100 Seconds

Transformers: The best 0:08:38

Transformers: The best idea in AI | Andrej Karpathy and Lex Fridman

Transformer Neural Networks, 0:36:15

Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!!

Machine Learning Explained 0:02:35

Machine Learning Explained in 100 Seconds

Advice for machine 0:05:48

Advice for machine learning beginners | Andrej Karpathy and Lex Fridman

Neural Network Simply 0:11:01

Neural Network Simply Explained | Deep Learning Tutorial 4 (Tensorflow2.0, Keras & Python)

Attention in transformers, 0:26:10

Attention in transformers, visually explained | Chapter 6, Deep Learning

But what is 0:18:40

But what is a neural network? | Chapter 1, Deep learning

Keras with TensorFlow 2:47:55

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

What is BERT? 0:23:03

What is BERT? | Deep Learning Tutorial 46 (Tensorflow, Keras & Python)

A Complete Overview 0:17:17

A Complete Overview of Word Embeddings

Attention mechanism: Overview 0:05:34

Attention mechanism: Overview

Machine Learning for 3:53:53

Machine Learning for Everybody – Full Course

Комментарии
Автор

When will the new version of 'Deep Learning with Python' be released?

fxrcode
Автор

What was the Colab Link for this workshop?

MustafaAkben