Language Models

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

Deciphering LLMs: From Transformers to Quantization

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

Language Models, LLMs, NLP

Fine Tuning T5: Text2Text Transfer Transformer for Building a Stack Overflow Tag Generator

In this article we are fine tuning the T5 model for Stack Overflow tag generation using the Hugging Face Transformer library

Hugging Face Transformers, Language Models, NLP, PyTorch

Fine-Tuning BERT using Hugging Face Transformers

In this post we fine tune BERT on Arxiv abstract classification dataset using the Hugging Face Transformers library

Hugging Face Transformers, Language Models, NLP

BERT: Bidirectional Encoder Representations from Transformers – Unlocking the Power of Deep Contextualized Word Embeddings

In this article we go through the introduction to BERT including its architecture pretraining strategy and inference

Hugging Face Transformers, Language Models, NLP

Language Models

Fine-Tuning LLMs using PEFT

Deciphering LLMs: From Transformers to Quantization

Fine Tuning T5: Text2Text Transfer Transformer for Building a Stack Overflow Tag Generator

Fine-Tuning BERT using Hugging Face Transformers

BERT: Bidirectional Encoder Representations from Transformers – Unlocking the Power of Deep Contextualized Word Embeddings

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