Efficiently Build Custom LLMs on Your Data with Open-source Ludwig

  Рет қаралды 7,352

Predibase

Predibase

Күн бұрын

Пікірлер: 3
@gabrielecastaldi1618
@gabrielecastaldi1618 Жыл бұрын
Excellent explanation of Ludwig features and potentials with hands-on assessment of alternative approaches to optimize the output. I look forward to new compelling applications in various industrial fields.
@prashantjain2023
@prashantjain2023 Жыл бұрын
I tried to follow the colab and I was able to fine-tune LLAMA2-7b on my own dataset. After fine-tuning, I'm trying to load the fine-tuned model on my VM (30GB RAM and GPU T4) but my system keep crashing due to OOM. Is there any other tested way to load the fine-tuned model binaries with ludwig? Would you be able to share code / video for that?
@MarkChekhanovskiy
@MarkChekhanovskiy Жыл бұрын
how to get access to the notebook?
Go From Engineer to ML Engineer with Declarative Machine Learning
1:01:40
Go From Engineer to ML Engineer with Declarative Machine Learning
Predibase
Рет қаралды 275
Snowflake + Predibase: Smaller, faster & cheaper LLMs that beat GPT-4
58:30
Snowflake + Predibase: Smaller, faster & cheaper LLMs that beat GPT-4
Predibase
Рет қаралды 290
Poi-Poi-Poi-Poi-Poi-Poi-Po-Pi!! | Baby Zombie vs Baby Herobrine 😁
00:29
Poi-Poi-Poi-Poi-Poi-Poi-Po-Pi!! | Baby Zombie vs Baby Herobrine 😁
BigSchool
Рет қаралды 6 МЛН
Motorbike Smashes Into Porsche! 😱
00:15
Motorbike Smashes Into Porsche! 😱
Caters Clips
Рет қаралды 22 МЛН
СКОЛЬКО людей не имеют ни малейшего представления о своем истинном ПОТЕНЦИАЛЕ? #shorts
01:00
СКОЛЬКО людей не имеют ни малейшего представления о своем истинном ПОТЕНЦИАЛЕ? #shorts
BalcevMMA_BOXING
Рет қаралды 4,7 МЛН
Yay, My Dad Is a Vending Machine! 🛍️😆 #funny #prank #comedy
00:17
Yay, My Dad Is a Vending Machine! 🛍️😆 #funny #prank #comedy
Skitsters
Рет қаралды 18 МЛН
Fine-tuning Large Language Models (LLMs) | w/ Example Code
28:18
Fine-tuning Large Language Models (LLMs) | w/ Example Code
Shaw Talebi
Рет қаралды 348 М.
How to Build LLMs on Your Company’s Data While on a Budget
40:37
How to Build LLMs on Your Company’s Data While on a Budget
Databricks
Рет қаралды 38 М.
7 Things You Need to Know About Fine-Tuning LLMs
1:06:32
7 Things You Need to Know About Fine-Tuning LLMs
Predibase
Рет қаралды 1,6 М.
IBM InstructLab - Infusing LLMs with Enterprise Data, a Deep Dive with Akash Srivastava
26:05
IBM InstructLab - Infusing LLMs with Enterprise Data, a Deep Dive with Akash Srivastava
Sarbjeet Johal
Рет қаралды 3,3 М.
Fine-tuning Language Models for Structured Responses with QLoRa
1:05:27
Fine-tuning Language Models for Structured Responses with QLoRa
Trelis Research
Рет қаралды 15 М.
Fine-Tuning LLMs: Best Practices and When to Go Small // Mark Kim-Huang // MLOps Meetup #124
53:48
Fine-Tuning LLMs: Best Practices and When to Go Small // Mark Kim-Huang // MLOps Meetup #124
MLOps.community
Рет қаралды 10 М.
Building Production RAG Over Complex Documents
1:22:18
Building Production RAG Over Complex Documents
Databricks
Рет қаралды 7 М.
How Fine-tuning Open Source LLMs Solves GenAI Productionization - Piero Molino | Stanford MLSys #94
58:13
How Fine-tuning Open Source LLMs Solves GenAI Productionization - Piero Molino | Stanford MLSys #94
Stanford MLSys Seminars
Рет қаралды 2,4 М.
Have You Picked the Wrong AI Agent Framework?
13:10
Have You Picked the Wrong AI Agent Framework?
Matt Williams
Рет қаралды 76 М.
How we accelerated LLM fine-tuning by 15x in 15 days
59:21
How we accelerated LLM fine-tuning by 15x in 15 days
Predibase
Рет қаралды 336
Poi-Poi-Poi-Poi-Poi-Poi-Po-Pi!! | Baby Zombie vs Baby Herobrine 😁
00:29
Poi-Poi-Poi-Poi-Poi-Poi-Po-Pi!! | Baby Zombie vs Baby Herobrine 😁
BigSchool
Рет қаралды 6 МЛН