model family

Param (BharatGen)

Published by bharatgenai. No machine on this network has measured this family yet. The members below are what the catalog knows exists; nothing about what they can do is claimed here until somebody runs one.

what it takes, what it returns
text → text

Declared by the network’s catalog, not measured — a signature says what this family would be asked. Whether it answered is the signed capability flags on each member.

0 of 2 builds measured · 2 still open
Param-1 2.9B Instruct1 known build · not measured
Param2 17B-A2.4B Thinking1 known build · not measured

Builds this network knows of

Declared, not measured — this is what the catalog says exists and what it would cost a machine to hold. Nothing here is signed, and none of it claims the build works.

how much memory does your machine have

1 of 2 builds fit a 16 GB machine — budgeting 70% of it, or 11.2 GiB, because the cache and the runtime want the rest.

  • bharatgenai/Param-1-2.9B-InstructBF16vllmpublished by bharatgenai
    5.4 GiB
  • bharatgenai/Param2-17B-A2.4B-ThinkingBF16vllmpublished by bharatgenai
    32.0 GiB

Sizes are what the catalog declares, not what a machine measured — fitting on disk is necessary and not sufficient. Nobody here has run these on your machine, and this narrows the candidates rather than certifying one.

the same builds, by member
Param-1 2.9B Instruct2.9B
bharatgenai/Param-1-2.9B-InstructBF16vllm5.4 GiB on diskpublished by bharatgenai
Param2 17B-A2.4B Thinking17B-A2.4B
bharatgenai/Param2-17B-A2.4B-ThinkingBF16vllm32.0 GiB on diskpublished by bharatgenai
ask your own gram

Your concierge can answer this from the network rather than from this page. The ask carries the operator id, so it resolves to a capability and an engine — not to a name somebody has to recognise.

What has this network measured about the Param (BharatGen) family (epn.family.param), and can my gram run any of it? See /inferences/param

open a gramx with this ask →epn.family.param