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PyData NLP Workshop
Tomorrow I’ll be hosting a virtual meetup with PyData demonstrating some basic techniques in NLP!
In May 26, 2020NLP course Week 4 - Attention and transformers
Fnishing off the the more theory-focused lectures for my course at Harvard Extension, we’re focusing on the more state-of-the-art NLP model design elements. Particularly, we’re going...
In NLP Course, NLP, tutorials, May 04, 2020NLP course Week 3 - Context
More notebooks from my upcoming course at Harvard Extension, here is week 2, focusing on going from tokens to vectors.
In NLP Course, NLP, tutorials, Apr 14, 2020NLP course Week 2 - Vectorization
Continuing with the release of some of the notebooks from my upcoming course at Harvard Extension, here is week 2, focusing on going from tokens to vectors.
In NLP Course, NLP, tutorials, Mar 31, 2020NLP course Week 1 - Tokenization
As I mentioned in a previous post, I’m going to be teaching a course at Harvard Extension this summer. I figured I’d begin posting some of the material here on the blog in case peopl...
In NLP Course, NLP, tutorials, Mar 10, 2020Terraform tutorials - Set up with GCP
Something a little different here. I’ve found that I often am setting up a lot of infrastructure to serve applications and models and usually my approach is a bit ad-hoc. I have som...
In Mar 04, 2020MIT Statistical Learning Lecture 3 Features and Kernels
All apologies for the long delay here. Lots of stuff going on including, but not limited to: A 3-week journey to China The revival of the Boston chapter of PyData Various work-rel...
In Dec 06, 2019Featured
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LLM Apps Part 5 - Even finer tuning - Quantization and LoRA
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LLM Apps Part 4 - Only the finest tuning
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LLM Apps Part 3 - RAGs to riches
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LLM technology for dermatology
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The Embiggening of NLP - Part 3 - Fine-tuning
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The Embiggening of NLP - Part 2 - LARGE Language Models
In LLM Intro Series, LLM, tutorials,