Rupansh Parth Kaushik

Rupansh Parth Kaushik
April 2, 2024

Retrieval Augmented Generation – RAG with LLMs

In this article, we explore RAG with LLMs using LangChain and Hugging Face Transformers.

Hugging Face Transformers, Language Models, LLMs, NLP, RAGs

Rupansh Parth Kaushik
February 27, 2024

Fine-Tuning LLMs using PEFT

In this article, we explore different fine-tuning techniques for LLMs and fine-tune the FLAN T5 LLM using PEFT with the Hugging Face Transformers library.

Language Models, LLMs, NLP

Rupansh Parth Kaushik
February 13, 2024

Deciphering LLMs: From Transformers to Quantization

In this article, we explore LLMs, starting from Transformers, use case, to quantization.

Language Models, LLMs, NLP

Rupansh Parth Kaushik

Retrieval Augmented Generation – RAG with LLMs

Fine-Tuning LLMs using PEFT

Deciphering LLMs: From Transformers to Quantization

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