cappr
Completion After Prompt Probability. Make your LLM make a choice (by kddubey)
zeroshot_topics
Topic Inference with Zeroshot models (by maxent-ai)
cappr | zeroshot_topics | |
---|---|---|
4 | 3 | |
64 | 60 | |
- | - | |
9.3 | 0.0 | |
6 days ago | 11 months ago | |
Python | Python | |
Apache License 2.0 | 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.
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.
cappr
Posts with mentions or reviews of cappr.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-31.
-
Introducing CAPPr: a package to easily perform text classification using OpenAI models
GitHub
-
[P] CAPPr: use OpenAI or HuggingFace models to easily do zero-shot text classification
While benchmarking this method on the infamous Winograd Schema Challenge, I ended up finding a 2018 paper1 w/ pretty much the same idea as CAPPr. The only difference is that CAPPr typically transposes that probability, and it naively incorporates a prior.
-
Introducing CAPPr: use OpenAI or HuggingFace models to easily do zero-shot text classification
GitHub: https://github.com/kddubey/cappr
zeroshot_topics
Posts with mentions or reviews of zeroshot_topics.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing cappr and zeroshot_topics you can also consider the following projects:
MAGIC - Language Models Can See: Plugging Visual Controls in Text Generation
BERTopic - Leveraging BERT and c-TF-IDF to create easily interpretable topics.
zshot - Zero and Few shot named entity & relationships recognition
TabFormer - Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
basaran - Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.
kogpt - KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)