simpletransformers
DialogRPT
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| simpletransformers | DialogRPT | |
|---|---|---|
| 6 | 1 | |
| 3,984 | 336 | |
| - | - | |
| 7.3 | 2.4 | |
| about 1 month ago | 8 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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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
DialogRPT
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Is beta hat dead?
Apparently Microsoft didn't get this message.
What are some alternatives?
BERTweet - BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
DialoGPT - Large-scale pretraining for dialogue
minGPT - A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
transfer-learning-conv-ai - 🦄 State-of-the-Art Conversational AI with Transfer Learning
layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis
GODEL - Large-scale pretrained models for goal-directed dialog
kiri - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
DAMO-ConvAI - DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
CogView - Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
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