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gpt2

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drisskhattabi6 / NLP-Labs

This repository contains a collection of hands-on labs and experiments from my Natural Language Processing (NLP) module. Each lab focuses on a specific aspect of NLP, ranging from text preprocessing and rule-based methods to advanced deep learning techniques like RNNs, LSTMs, and Transformers.

nlp machine-learning mongodb chatbot word-embeddings web-scraping neural-networks rnn text-processing bert arabic-nlp fine-tuning nlp-pipeline gpt2 rule-based-nlp

Updated Jan 13, 2025
Jupyter Notebook

im-dpaul / NLP-Text-Generation-using-Transformers

This project explores the power of Transformers for creative text generation using the GPT-2 large language model. It leverages pre-trained models to produce coherent and engaging text continuations based on user-provided prompts.

nlp machine-learning natural-language-processing tokenizer text-generation pytorch transformer gpt2 huggingface llm large-language-model

Updated Jul 10, 2024
Jupyter Notebook

eshan1347 / GPT-NEO-LORA

A GPT-Neo model is fine tuned on a custom dataset using huggingface transformers package

deep-learning gpt2 huggingface-transformers finetuning-llms peft-fine-tuning-llm

Updated Jun 28, 2024
Jupyter Notebook

ztjhz / miniLM

Small Model Is All You Need - NTU SC4001 Neural Network & Deep Learning Project

nlp deep-learning neural-network llama ntu bert roberta gpt2 wandb deepspeed llm sc4001

Updated Nov 9, 2023
Python

say123ali / NLP-Projects

This repository contains NLP Transfer learning projects with deployment and integration with UI.

nlp pytorch gpt bert pos-tagging hidden-states speech-tagging langauge-classification gpt-2 10000 gpt2 bert-models gpt2lmheadmodel

Updated Jan 13, 2023
Python

hscspring / lnlp

Last Mile for NLP.

nlp rust bert gpt2

Updated Dec 13, 2021
Python

cedricbasuel / flames-with-plot-generator

F.L.A.M.E.S. but even more silly! We level up the game by adding an AI plot generator that creates a story based on your FLAMES relationship status

nlp gpt2

Updated Feb 9, 2021
CSS

naidezhujimo / GlowFlow-P1-Framework-for-Training-and-Evaluating-Language-Models-Incomplete-

Personally written, the project is not developed (there are many problems)

pytorch fine-tuning ppo gpt2

Updated Mar 24, 2025
Python

shreydan / khaanaGPT

Fine-tuned GPT2 to generate Indian recipes based on few listed ingredients.

transformers language-model finetune gpt2 huggingface-spaces

Updated Mar 28, 2024
Jupyter Notebook

SauravPattnaikCS60 / Cross-Over-Alpha

A novel technique for creating crossovers using NER Swap + GPT2/LSTM finetuning.

nlp data-science text-generation lstm gru gpt2

Updated Jul 14, 2022
Python

colorfulscoop / tfdlg

tfDlg is a Python library for transformer-based language models and dialog models with TensorFlow.

tensorflow transformer gpt conversational-ai gpt-2 gpt2

Updated Apr 9, 2021
Python

m3hrdadfi / MoGPT

An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems, NoDaLiDa 2023

dialogue-systems multitask-learning auxiliary-tasks gpt2

Updated May 22, 2023
Shell

RisticDjordje / personalized-autocomplete-next-word-prediction-task

A personalized autocomplete (next word prediction) project using three different architectures: stacked LSTMs, Seq2Seq with Attention and LSTMs and GPT-2, written from scratch.

nlp autocomplete machine-learning lstm next-word-prediction gpt2 llm

Updated Oct 3, 2023
Jupyter Notebook

GoldSharon / Sentimaster

Sentimaster is an AI-powered web tool that analyzes restaurant reviews. It uses a fine-tuned GPT-2 model to classify sentiment, giving businesses real-time insights for better service and decision-making.

nlp flask aws ai pytorch machinelearning deeplearning webapplication sentimentanalysis naturallanguageprocessing gpt2 customerfeedback modeldeployment

Updated Dec 5, 2024
Jupyter Notebook

SharathHebbar / CodeGPT2

Trained on Code Dataset

decoder gpt2 llm codegpt

Updated Jan 26, 2024
Jupyter Notebook

PamanGie / crawling_wikipedia

wikipedia dataset gpt dataset-generation gpt2 crawling-python

Updated Oct 29, 2024
Python

flawed-hooman / Text-Summarisation

Summarise text using the various libraries available for Python: pyteaser, sumy, gensim, pytldr, XLNET, BERT, and GPT2.

python nlp natural-language-processing library text-summarization gensim sumy bert pyteaser pytldr gpt2 xlnet

Updated Jul 20, 2024
Python

ES7 / GPT-from-Scratch

In this repository, I have created the GPT architecture, provided the code for building it from scratch, and demonstrated how to train it.

machine-learning natural-language-processing deep-learning gpt2 large-language-models llm

Updated Jun 22, 2024
Jupyter Notebook

sathishkumar67 / GPT2-Pretraining_Finewebedu10B

Pretraining the 124m GPT2 model

nlp text-generation transformer gpt2 pretraining llm

Updated Sep 11, 2024
Python

AaronGrainer / gpt2-twitter-kubernetes

A GPT-2 model trained on tweets, equipped with a FastAPI endpoint, deployed using Kubernetes cluster with a k8 hosted MongoDB server and k8 Cronjob for routine tweeting.

kubernetes fastapi gpt2

Updated Jun 10, 2021
Python

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