AI4BharatBhili Research Adapters

Sarvam-derived Bhili–English Research Adapter

The sarvam_bhili_english repository publishes a LoRA fine-tune of sarvamai/sarvam-translate.

Research release

Training details are present but the data description is incomplete

The card contains generated training metadata and leaves its dataset, intended uses and evaluation sections incomplete. It does not establish equivalence to the later bhili-translate releases.Sarvam-derived Bhili–English Research Adapter official model card

Use the documented release when application details matter

Practical guidance. The adapter may support a controlled research comparison, but its name alone does not establish translation quality or dataset coverage. Keep it separate from the better documented Bhili models.

Specifications & access

Sarvam-derived Bhili–English Research Adapter specifications
DetailValue and conditions
StatusResearch release
AccessDownloadable
Model identifierssarvam_bhili_english
ArtifactPEFT adapter weights, rather than a standalone base model.Sarvam-derived Bhili–English Research Adapter official model card
License metadataGPL 3.0. Upstream Sarvam terms are separate.Sarvam-derived Bhili–English Research Adapter official model card
Published recipeOne epoch, learning rate 0.0002 and cosine scheduling.Sarvam-derived Bhili–English Research Adapter official model card

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