(Day 84) Lecture 13 and 14 of CMU 11-711's Advanced NLP - Debugging and model interpretation; Ensembling methods

March 25, 2024

Hello :) Today is Day 84!

A quick summary of today:

Covered Lecture 13 of CMU 11-711’s Advanced NLP class: Debugging and interpretation, and
Lecture 14: Ensembling and mixture of experts

(Day 83) Summary of my PDF RAG from scratch

March 24, 2024

Hello :) Today is Day 83!

A quick summary of today:

Played around with llama-index and parsing, and then organised the github repo to be a bit more presentable

(Day 82) Looking for better parsing methods and prompting techniques for my PDF RAG

March 23, 2024

Hello :) Today is Day 82!

A quick summary of today:

looked online for better ways to prompt gemma-2b-it
switched to llama parser for my pdf preprocessing step (w.i.p.)

(Day 81) RAG from scratch - chunking is very important!

March 22, 2024

Hello :) Today is Day 81!

A quick summary of today:

Continued with my custom RAG from scratch project - extracting knowledge from a bank’s terms and conditions (github repo)

(Day 80) Starting to write my own RAG from scratch on a bank's T&C pdf

March 21, 2024

Hello :) Today is Day 80!

A quick summary of today:

based on yesterday’s RAG from scratch, I decided to create a new one, based on a pdf chosen by me

(Day 79) Attempting to make a Local Retrieval Augmented Generation (RAG) from Scratch

March 20, 2024

Hello :) Today is Day 79!

A quick summary of today:

Started this tutorial for building a local RAG from scratch and dealt with issues due to me being on a mac

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