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Sarvam-1

2 builds of Sarvam-1 measured on real machines — different packagers, precisions and engines, each a different file with its own numbers. The best each engine proved is first; every build has its own page with the machines and signatures behind it. 2B parameters, as the vendor states.

on ollama · 1 build

proved 8K context proved by bartowski Q4_K_M

178.2 tok/s peak, by bartowski Q4_K_M

on vllm · 1 build

no context proved on this engine yet

proved by at least one build: Structured output · Sustained output · Follows instructions

buildpublisherprecisionenginewhose workcontext provedbest tok/smachines
hf.co/bartowski/sarvam-1-GGUF:Q4_K_MbartowskiQ4_K_Mollamaquantizer8,192178.25
sarvamai/sarvam-1sarvamaiBF16vllmvendor——1