https://github.com/kernel-loophole/langchain-transformers

real world problem solving using NLP
https://github.com/kernel-loophole/langchain-transformers

cnn deep-learning lstm-neural-networks mlops ner nlp-machine-learning pytorch rnn-pytorch text-classification transformer

Last synced: 10 months ago
JSON representation

real world problem solving using NLP

• Host: GitHub
• URL: https://github.com/kernel-loophole/langchain-transformers
• Owner: kernel-loophole
• Created: 2023-12-28T10:02:01.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-10-18T05:30:47.000Z (over 1 year ago)
• Last Synced: 2024-10-19T10:11:23.056Z (over 1 year ago)
• Topics: cnn, deep-learning, lstm-neural-networks, mlops, ner, nlp-machine-learning, pytorch, rnn-pytorch, text-classification, transformer
• Language: Jupyter Notebook
• Homepage:
• Size: 2.51 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Transformer Emotion Analysis

## Overview

In this repo, you will find examples of real-world NLP tasks using advanced algorithms like Transformers, RNNs, CNNs, LSTMs. It also includes the RAG and fine-tuning approaches for QA.

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/GPT%20fine%20tunning.ipynb) fine tunning GPT 

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/GPT_AND_BERT_fine_tunning_huggingface.ipynb) fine tunning GPT VS BERT on =====> movie script

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/Copy_of_fine_tuning_code_llm_on_single_gpu.ipynb) fine tunning a code LLM from huggingface 

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/03_transformer-anatomy.ipynb) basic transfromers example 

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](

https://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/2_birds_airplanes.ipynb) Bird and plane detection using CNN pytorch

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](

https://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/Broadcasting_in_torch.ipynb) Tensor broadcasting ,core of matrix multiplication

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](

https://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/hot_probelm.ipynb) 

tempature hot probelm using pytorch

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/tensors_intro.ipynb) 

Basic tensor using pytorch