Sarvam Prism

Prism is a decision model built on Sarvam 105B. It returns probabilities for predefined choices rather than generating an answer string. Both hosted API access and Apache 2.0 weights are published.

The output contract is a decision

The Decisions API accepts yes/no, pick-one and ordered-scale questions. Each option receives a probability. The local release performs a single forward pass and documents approximately 106 GB of weight storage.Sarvam Prism Decisions API guideSarvam Prism official weights and requirements

Practical use

Practical guidance. Define labels that cover the real input distribution. Include a review route for uncertain cases, then measure calibration on your own labelled examples. A confidence value is useful only when it predicts errors in that workload.

Specifications & access

Sarvam Prism specifications
DetailValue and conditions
AccessAPI, Downloadable
Model identifierssarvam-prismsarvamai/prism
Context window32,768 tokens

Per question, including state, question and options

Sarvam Prism Decisions API guide
InputText or JSON; no image inputSarvam Prism Decisions API guide
Local hardware guidanceFP8-capable NVIDIA GPU with about 120 GB free memorySarvam Prism official weights and requirements

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