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October 2024

How to Scale LLM Applications With Continuous Batching!
If you want to deploy an LLM endpoint, it is critical to think about how different requests are going to be handled.
 • 
Damien Benveniste
Why We Need Streaming Applications with LLMs!
There is something different about LLMs compared to other machine learning models!
 • 
Damien Benveniste
Implementing a Language Agent Tree Search with LangGraph VS Burr
The Different Orchestration Frameworks
 • 
Damien Benveniste

September 2024

The Different Agentic Patterns
What is an Agent?
 • 
Damien Benveniste
How to Build Ridiculously Complex LLM Pipelines with LangGraph!
A Simple RAG Pipeline
 • 
Damien Benveniste
How to Optimize LLM Pipelines with TextGrad
When we build Large Language Model applications, we likely have to pipe multiple LLM calls before getting an answer.
 • 
Damien Benveniste
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
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