# @awomanindatascience on Instagram

- **Type:** Video
- **Original URL:** https://www.instagram.com/p/DU2T_30E1qQ
- **Gondola URL:** https://gondola.cc/posts/61229892-awomanindatascience-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/80941d600a.jpg
- **Posted:** 2026-02-17T06:24:11.000+00:00
- **Account Owner:** Chinar Arora (@awomanindatascience) — https://gondola.cc/awomanindatascience

## Caption

Hello Folks! Hope you had an amazing long weekend and soaked up some 🌞. I definitely did! Day 22 of building my LLM from scratch. 
Today I dived deeper into Fine Tuning! The goal is straightforward: adapt a general-purpose LLM into a task-specific classifier with enhanced accuracy and domain specialization. Here’s what I accomplished: ✨Fine-tuned a pre-trained language model for binary text classification (spam vs. ham). 
✨Pipeline included dataset balancing (undersampling), label encoding (0/1), train/val/test split, GPT-2 tokenization, sequence padding to fixed length, and PyTorch DataLoaders for efficient batching. #deeplearning #generativeai #largelanguagemodels #womenintech

## Stats

- **Views:** 3,349
- **Likes:** 212
- **Shares:** 0
- **Comments:** 1

## Tags

generativeai, womenintech, largelanguagemodels, deeplearning

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