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How to Deploy a Streaming RAG Endpoint with FastAPI on HuggingFace Spaces
We often talk about Retrieval Augmented Generation these days, but how would we go about deploying one?
 • 
Damien Benveniste

August 2024

3 Ways to Deploy an LLM Endpoint With HuggingFace
If you trained or fine-tuned an LLM, chances are that you now need to deploy it.
 • 
Damien Benveniste
3
How to Fine-Tune LLMs for Larger Context Size with LongLoRA
Fine-tuning LLMs to increase their context size is not a trivial task, as the time complexity of training and inference increases quadratically with the…
 • 
Damien Benveniste
5
How To Bring Machine Learning Projects to Success
[Webinar] Accelerate AI Experimentation and Innovation with Gretel and Lambda Labs (Sponsored)
 • 
Damien Benveniste
Q&A Session About The Train, Fine-Tune, and Deploy LLMs Bootcamp
With Daliana Liu
 • 
Damien Benveniste

July 2024

The Application Layer for LLM Applications
What is the Application Layer?
 • 
Damien Benveniste
1:46:11
LLMs MasterClass: Last Day for Early-Bird Price
Train, Fine-Tune and Deploy Large Language Models
 • 
Damien Benveniste
Float32 vs Float16 vs BFloat16?
Float32, Float16 or BFloat16!
 • 
Damien Benveniste
Train, Fine-Tune, and Deploy Large Language Models Bootcamp!
Starting August 15th, 2024
 • 
Damien Benveniste
1
The Position Encoding In Transformers!
Transformers and the self-attention are powerful architectures to enable large language models, but we need a mechanism for them to understand the order…
 • 
Damien Benveniste
How To Deploy LLM Applications
Before Deploying
 • 
Damien Benveniste
1:08:27
Introduction to Machine Learning System Design!
Machine Learning System Design is one of my favorite aspects of Machine Learning.
 • 
Damien Benveniste
1
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