DialogRPT
simpletransformers
| DialogRPT | simpletransformers | |
|---|---|---|
| 1 | 6 | |
| 336 | 3,991 | |
| - | - | |
| 2.4 | 7.3 | |
| 8 months ago | about 2 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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DialogRPT
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Is beta hat dead?
Apparently Microsoft didn't get this message.
simpletransformers
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Huggingface is a great idea poorly executed.
You might try this: https://github.com/ThilinaRajapakse/simpletransformers
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Gpt 2 124m using transformers
https://github.com/ThilinaRajapakse/simpletransformers/blob/master/simpletransformers/language_generation/language_generation_model.py#L146
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Neural Search Tutorial
Getting embeddings from BERT Encoder
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Neural Search Step-by-Step
Tutorial includes: - What is the Neural Search? - Getting embeddings from BERT Encoder - Using vector search engine Qdrant - Creating an API server with FastAPI.
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Document Classification
If you want to do text classification hugging face transformers is great. There's also a simple version for it: https://github.com/ThilinaRajapakse/simpletransformers
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A Shortly like user interface for GPT 2?
Here is an example script to finetune a GPT-2 model: https://github.com/ThilinaRajapakse/simpletransformers/blob/master/examples/language_generation/fine_tune.py
What are some alternatives?
DialoGPT - Large-scale pretraining for dialogue
BERTweet - BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
transfer-learning-conv-ai - 🦄 State-of-the-Art Conversational AI with Transfer Learning
minGPT - A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
GODEL - Large-scale pretrained models for goal-directed dialog
layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis
DAMO-ConvAI - DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.
kiri - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
CogView - Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
rasa - 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Questgen.ai - Question generation using state-of-the-art Natural Language Processing algorithms