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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?
Sep 2
•
Damien Benveniste
16
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How to Deploy a Streaming RAG Endpoint with FastAPI on HuggingFace Spaces
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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.
Aug 19
•
Damien Benveniste
14
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3 Ways to Deploy an LLM Endpoint With HuggingFace
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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…
Aug 12
•
Damien Benveniste
11
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How to Fine-Tune LLMs for Larger Context Size with LongLoRA
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5
How To Bring Machine Learning Projects to Success
[Webinar] Accelerate AI Experimentation and Innovation with Gretel and Lambda Labs (Sponsored)
Aug 9
•
Damien Benveniste
16
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How To Bring Machine Learning Projects to Success
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Q&A Session About The Train, Fine-Tune, and Deploy LLMs Bootcamp
With Daliana Liu
Aug 5
•
Damien Benveniste
7
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Q&A Session About The Train, Fine-Tune, and Deploy LLMs Bootcamp
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July 2024
The Application Layer for LLM Applications
What is the Application Layer?
Jul 30
•
Damien Benveniste
21
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The Application Layer for LLM Applications
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1:46:11
LLMs MasterClass: Last Day for Early-Bird Price
Train, Fine-Tune and Deploy Large Language Models
Jul 22
•
Damien Benveniste
10
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LLMs MasterClass: Last Day for Early-Bird Price
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Float32 vs Float16 vs BFloat16?
Float32, Float16 or BFloat16!
Jul 19
•
Damien Benveniste
22
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Float32 vs Float16 vs BFloat16?
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Train, Fine-Tune, and Deploy Large Language Models Bootcamp!
Starting August 15th, 2024
Jul 15
•
Damien Benveniste
14
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Train, Fine-Tune, and Deploy Large Language Models Bootcamp!
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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…
Jul 12
•
Damien Benveniste
18
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The Position Encoding In Transformers!
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How To Deploy LLM Applications
Before Deploying
Jul 10
•
Damien Benveniste
20
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How To Deploy LLM Applications
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1:08:27
Introduction to Machine Learning System Design!
Machine Learning System Design is one of my favorite aspects of Machine Learning.
Jul 2
•
Damien Benveniste
35
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Introduction to Machine Learning System Design!
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1
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