Top 8 Python language-modeling Projects

• RL4LMs

  5 2,102 0.0 Python

  A modular RL library to fine-tune language models to human preferences

  

• tape

  1 620 0.0 Python

  Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (by songlab-cal)

  

• Scout Monitoring

  www.scoutapm.com featured

  Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• long-form-factuality

  2 470 6.3 Python

  Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".

  

Project mention: An Open Source Tool for Multimodal Fact Verification | news.ycombinator.com | 2024-04-06

Isn't this similar to the Deepmind paper on long form factuality posted a few days ago?

https://arxiv.org/abs/2403.18802

https://github.com/google-deepmind/long-form-factuality/tree...

• memprompt

  4 320 1.7 Python

  A method to fix GPT-3 after deployment with user feedback, without re-training.

• FActScore

  1 223 4.7 Python

  A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"

Project mention: Long-form factuality in large language models | news.ycombinator.com | 2024-04-06

Looks like a slight modification of FActScore [1], but instead of using Wikipedia as a verification source, they use Google Search. They also claim to include a wider range of topics. That said, FActScore allows you to use whatever knowledge source and topics you want [2].

[1]: https://arxiv.org/abs/2305.14251

[2]: https://github.com/shmsw25/FActScore?tab=readme-ov-file#to-u...

• deepblast

  2 101 4.8 Python

  Neural Networks for Protein Sequence Alignment

  

Project mention: [D] To all the machine learning engineers: most difficult model task/type you’ve ever had to work with? | /r/MachineLearning | 2023-07-03

• recurrent-fwp

  1 46 0.7 Python

  Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• verified-smart-contracts

  1 21 3.1 Python

  :page_facing_up: Verified Ethereum Smart Contract dataset (by andstor)

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• A note from our sponsor - SaaSHub
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