# @awomanindatascience on Instagram

- **Type:** Video
- **Original URL:** https://www.instagram.com/p/C3QEipLrbtW
- **Gondola URL:** https://gondola.cc/posts/61230238-awomanindatascience-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/abaaaf1e8c.jpg
- **Posted:** 2024-02-12T14:53:36.000+00:00
- **Account Owner:** Chinar Arora (@awomanindatascience) — https://gondola.cc/awomanindatascience

## Caption

🐥Large Language models like GPT-3 are powered by sophisticated transformer architectures, enabling them to understand and generate human like text by capturing the patterns and contextual relationships in data. 
🐥For Day 24, I created a baseline model for a linear classifier for a supervised sentiment analysis in a ternary label setting (positive, negative, neutral) using  dynasent test sets from Hugging face. 
🐥This will serve as my baseline to compare the result with a more modern mode using transformers which use fine tuning pre trained components. I used the BERT mini for this task. 

#100dayaofcode
#100daysofcodechallenge 
#womenindatascience 
#largelanguagemodels 
#artificialintelligence 
#machinelearning
#naturallanguageprocessing

## Stats

- **Views:** 1,813
- **Likes:** 38
- **Shares:** 0
- **Comments:** 2

## Tags

womenindatascience, largelanguagemodels, 100dayaofcode, machinelearning, 100daysofcodechallenge, artificialintelligence, naturallanguageprocessing

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