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NLP

A collection of 8 posts
Showboating: Extracting Training Data from LLMs
LLM

Showboating: Extracting Training Data from LLMs

Competition is for losers.
14 Nov 2024 3 min read
Simplify Law: Using RAGs to Unleash Legal Discovery
LLM

Simplify Law: Using RAGs to Unleash Legal Discovery

Diving into the rich tapestry of India's legislative history, we can see a clear vision that our leaders have for our nation. In an attempt to promote transparency, this project aims pave way for LLMs to answer questions on Indian law.
11 Jan 2024 5 min read
Langchain Unchained: From Prompt to Possibilities
LLM

Langchain Unchained: From Prompt to Possibilities

Redefining LLM interactions with LangChain
04 Jan 2024 5 min read
Transformers Explained: Part I
NLP

Transformers Explained: Part I

Transformers-the quintessential panacea to sequence models.
26 Jul 2023 4 min read
Multi-Label Genre Classification-Part III
NLP

Multi-Label Genre Classification-Part III

Deploying the saved movie classifier
10 Jun 2023 1 min read
Multi-Label Genre Classification-Part II
NLP

Multi-Label Genre Classification-Part II

In this part, we'll be looking at some more preprocessing and BERT model training using the Huggingface library
10 Jun 2023 4 min read
Multi-Label Genre Classification-Part I
NLP

Multi-Label Genre Classification-Part I

Unleash the power of data preprocessing for accurate multi-label genre classification in NLP. From data wrangling to feature engineering, discover the essential steps to optimize your models.
10 Jun 2023 4 min read
Multi-Label Genre Classification
NLP

Multi-Label Genre Classification

In this 3 part series, we'll be looking to clean, preprocess, train and deploy a model for identifying the genres from a movie summary. We'll keep this one short.
09 Jun 2023
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