simpletransformers
kiri
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| simpletransformers | kiri | |
|---|---|---|
| 6 | 2 | |
| 3,984 | 461 | |
| - | - | |
| 7.3 | 8.4 | |
| about 1 month ago | 14 days ago | |
| Python | Shell | |
| 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
kiri
- Kiri Docker
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KDiff is KiRI now.
This is the new repository https://github.com/leoheck/kiri
What are some alternatives?
BERTweet - BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
Questgen.ai - Question generation using state-of-the-art Natural Language Processing algorithms
minGPT - A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
gpt-neox - An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis
lm-evaluation-harness - A framework for few-shot evaluation of language models.
kiri - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
4ms-kicad-lib - libraries for KiCAD schematics and footprints
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
CLIP - CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
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
qagnn - [NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖