sru vs allennlp

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755) (by asappresearch)

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allennlp

An open-source NLP research library, built on PyTorch. (by allenai)

Pytorch NLP Natural Language Processing Deep Learning Data Science Python

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sru		allennlp
	Project
1	Mentions	13
2,098	Stars	11,337
0.0%	Growth	-
0.0	Activity	8.4
over 2 years ago	Latest Commit	over 1 year ago
Python	Language	Python
MIT License	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

sru

Posts with mentions or reviews of sru. We have used some of these posts to build our list of alternatives and similar projects.

[D] Language Models for Smaller Languages
1 project | /r/MachineLearning | 3 Mar 2021

This one? Looks like it's easy to use, which is nice!

allennlp

Posts with mentions or reviews of allennlp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-11.

How to solve ConfigurationError using HuggingFace Token Classifier
1 project | /r/learnpython | 8 Oct 2022

No clue. So what I did was google the error. Here's what I found: https://github.com/allenai/allennlp/issues/4319
AllenNLP will be unmaintained in December
1 project | /r/hypeurls | 11 Jul 2022

6 projects | news.ycombinator.com | 11 Jul 2022
AllenNLP Is EOL
1 project | news.ycombinator.com | 10 Jul 2022
Any recommendation for the replacement of the toolkit jiant? [Research] [Discussion]
3 projects | /r/MachineLearning | 11 Jun 2022
Cedille, the largest French language model, open source with a freely accessible playground
3 projects | /r/GPT3 | 12 Nov 2021
[P] Cedille, the largest French language model (6b), released in open source
5 projects | /r/MachineLearning | 10 Nov 2021

Another aspect we had fun with is dataset filtering. We have run the whole C4 French dataset through the Detoxify classifier to clean it up 🤬
Any allennlp users in this sub?
1 project | /r/LanguageTechnology | 8 Oct 2021

https://github.com/allenai/allennlp/discussions looks active
Multilingual C4 (mC4) Dataset now released
1 project | /r/Multimodal | 17 Jun 2021
C4 dataset released (800GB Common Crawl-derived text; T5 training data)
1 project | /r/mlscaling | 16 Mar 2021

What are some alternatives?

When comparing sru and allennlp you can also consider the following projects:

text - Models, data loaders and abstractions for language processing, powered by PyTorch

cedille-ai - ✒️ Cedille is a large French language model (6B), released under an open-source license

best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

attention-is-all-you-need-pytorch - A PyTorch implementation of the Transformer model in "Attention is All You Need".

mesh-transformer-jax - Model parallel transformers in JAX and Haiku

datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

lm-evaluation-harness - A framework for few-shot evaluation of language models.

chicksexer - A Python package for gender classification.

python-sutime - Python wrapper for Stanford CoreNLP's SUTime

liquid_time_constant_networks - Code Repository for Liquid Time-Constant Networks (LTCs)

PaddleHub - Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)