Quality Alternatives
Similar projects and alternatives to quality
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RWKV-v2-RNN-Pile
RWKV-v2-RNN trained on the Pile. See https://github.com/BlinkDL/RWKV-LM for details.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better quality alternative or higher similarity.
quality reviews and mentions
Posts with mentions or reviews of quality.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-30.
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[D] Why are transformers still being used?
Totally agree. Almost all standard tasks which are used to measure the performance of nlp are using very short inputs. So nlp researcher have no real incentives to work on that. On the other hand, tasks related to longer texts are often concentrating on aspects which do not need a deeper understanding of text (often a bow representation does quite well in this context). But I think interest in more compex tasks in relation to longer texts is growing. See for example this dataset published 6 months ago: https://github.com/nyu-mll/quality
- "QuALITY: Question Answering with Long Input Texts, Yes!", Pang et al 2021 (6.7k >2k-long reading comprehension tests, constructed for high validity & difficulty; defeats Longformer & DeBERTa-retrieval)
Stats
Basic quality repo stats
2
98
5.8
3 months ago
The primary programming language of quality is Python.
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