genius
simpletransformers
| genius | simpletransformers | |
|---|---|---|
| 2 | 6 | |
| 175 | 3,984 | |
| - | - | |
| 10.0 | 7.3 | |
| over 1 year ago | about 1 month ago | |
| Python | Python | |
| - | Apache License 2.0 |
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genius
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Best language model for filling multiple related masks [D]
See https://github.com/beyondguo/genius
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Hi everyone, my first Reddit post, let me introduce the GENIUS model.
The code and models have been released: GitHub: https://github.com/beyondguo/genius Feel free to try our models, give me your feedback, or use our code to train your domain-specific GENIUS models!
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?
spacy-llm - 🦙 Integrating LLMs into structured NLP pipelines
BERTweet - BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
eda_nlp - Data augmentation for NLP, presented at EMNLP 2019
minGPT - A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
nlu - 1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis
HanLP - 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
kiri - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
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
kiri - Kiri is a visual tool designed for reviewing schematics and layouts of KiCad projects that are version-controlled with Git.