Benjamin Jaeger commited on
Commit
44d0366
·
2 Parent(s): c36c65f2bcfbd6

Merge branch 'main' of https://huggingface.co/Prior-Labs/tabpfn_3

Browse files
README.md CHANGED
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  ### Model Overview
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  TabPFN-3 is a transformer-based foundation model that uses in-context-learning to solve tabular prediction problems in a forward pass.
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  Inference code can be found at [https://github.com/PriorLabs/tabPFN](https://github.com/PriorLabs/tabPFN).
 
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  ### Getting started
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  First, install the inference package:
@@ -91,7 +92,7 @@ TabPFN-3 is trained purely on synthetic tabular tasks.
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  ### Performance Benchmarks
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  Evaluated on public benchmarks such as TabArena and TALENT, the model yields SOTA results.
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- On proprietary benchmark collections, it yields SOTA results for <100k data points and for >100k data points and <200 features.
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  ### Ethical Considerations
 
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  ### Model Overview
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  TabPFN-3 is a transformer-based foundation model that uses in-context-learning to solve tabular prediction problems in a forward pass.
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  Inference code can be found at [https://github.com/PriorLabs/tabPFN](https://github.com/PriorLabs/tabPFN).
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+ More details can be found in the [Model Report](https://storage.googleapis.com/prior-labs-tabpfn-public/reports/TabPFN_3_model_report.pdf).
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  ### Getting started
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  First, install the inference package:
 
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  ### Performance Benchmarks
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  Evaluated on public benchmarks such as TabArena and TALENT, the model yields SOTA results.
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+ On proprietary benchmark collections, it yields SOTA results for datasets with <100k rows and datasets with 100k-1M rows and <200 features.
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  ### Ethical Considerations
config.json ADDED
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+ "model_name": "TabPFN-v3"
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