gpt2
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Generates the comprehended oneliners or summaries for the articles.
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Oct 20, 2021 - Jupyter Notebook
Pretraining GPT2 model on Basque language
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Aug 1, 2023 - Python
Training transformer models (e.g. RoBERTa, GPT2 and GPT-J) from scratch.
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Dec 27, 2023 - Python
tfDlg is a Python library for transformer-based language models and dialog models with TensorFlow.
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Apr 9, 2021 - Python
A novel technique for creating crossovers using NER Swap + GPT2/LSTM finetuning.
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Jul 14, 2022 - Python
An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems, NoDaLiDa 2023
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May 22, 2023 - Shell
I performed sentiment analysis aimed at determining the sentiment of 50000 imDB movie reviews, whether they are positive, negative, or neutral. I employed various NLP approaches including lexicon based approaches, machine learning models, PLM models, and hybrid models, and assessed the performance on each type of model.
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Feb 26, 2024 - Jupyter Notebook
Auto generate tweets powered by pre-trained GPT2 based large language model (LLM) available offline.
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Apr 30, 2024 - Python
A personalized autocomplete (next word prediction) project using three different architectures: stacked LSTMs, Seq2Seq with Attention and LSTMs and GPT-2, written from scratch.
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Oct 3, 2023 - Jupyter Notebook
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.
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Jun 10, 2021 - Python
Testing of the possible use of transformers model for various NLP tasks leveraging BERT pretrained model from Hugginface
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Nov 23, 2020 - Jupyter Notebook
A Series on Optimizing Transformer-Based Models
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May 19, 2023 - Jupyter Notebook
Sample Steam reviews with the GPT-2 language model.
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Mar 14, 2024 - Jupyter Notebook
The script continuously listens for voice commands, processes them, and executes the corresponding actions based on predefined commands or generates responses using the GPT-2 model if the command is not recognized.
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Apr 19, 2024 - Python
Generate Russian text using GPT model given LaBSE text embedding vector
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Jan 9, 2023 - Python
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