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Models, datasets and tools from their original sources. Search the catalog, inspect the evidence, and find a practical place to start.

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Indian sources

Publishers with verified Indian provenance. Separate from language support.

Resource typePrimary taskLanguageLicenseSource platformMetadata statusSource updated sinceMinimum parametersMaximum parametersActual counts, when source metadata supplies them.ModalityIndian-language relevanceLocal deployment indicatedOpen weights indicated

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dataset

ai4bharat

IN22 Conversational

Conversational translation evaluation data from AI4Bharat. A possible starting point for language-specific evaluation after access and license review.

TranslationIndian sourceIndian languages

Hugging FaceCC BY 4.0

dataset

ai4bharat

IN22 General

Translation evaluation dataset covering Indian languages. Use its stated license and access conditions; keep evaluation data separate from training data.

TranslationIndian sourceIndian languages

Hugging FaceCC BY 4.0

dataset

HuggingFaceFW

FineWeb-Edu

Educational web-text dataset. Dataset-level terms do not remove obligations to inspect upstream rights and suitability for a proposed use.

Text generation

Hugging FaceOpen Data Commons Attribution

Recommended order prioritizes verified Indian publishers, followed by other sources, with verified China-based publishers later. Relevance and freshness order each group. This is an editorial preference, not a quality score. Your filters stay in the shareable URL.

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IN22 Conversational

IN22 General

FineWeb-Edu

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Your next building block.

Catalog results

IN22 Conversational

IN22 General

FineWeb-Edu