/inferences/madlad/3b/google-fp32-translate-hf

google/madlad400-3b-mt

google · FP32 · on translate-hf · vendor build

Measured by one node on hardware we do not own, and signed by each of them. What machines here actually proved — never what the card claims.

matrix built 25 Oct 2026 · every field verified against the signature of the node that produced it, and re-verifiable by you: each signed figure carries the exact bytes the node signed (signing_payload_b64) and the signature over them, and the ed25519 public key is embedded in node_did. effective_ctx is the context length a node PROVED by recall, never the length a model card advertises
context declarednot declaredwhat the runtime reported. A node attests it was told this; nobody attests it is true.
context proved by recallnot probedthe largest size at which a machine could still find tokens planted across the whole prompt — start, middle and end, all of which had to come back.
Both numbers are needed to state a gap, and one of them is missing.

Capabilities, measured

translate.aspassed
translate.bnpassed
translate.gupassed
translate.hipassed
translate.knpassed
translate.mlpassed
translate.mrpassed
translate.orpassed
translate.papassed
translate.tapassed
translate.teprobed, and failed
translate.textpassed
translate.urprobed, and failed
signed by this network

What machines here proved

resident while loaded11.7 GiB · did:epn:002408…e3654f
machines that measured it1
regions it was proved in1
Every line traces to a node signature.
from the public record · unsigned

What the runtime says about it

No runtime metadata was attested for this model.The only unsigned block on this page. We attest we read these from the runtime — not that they are true. Nobody signs a model card.

Proven across regions

North Charleston, South Carolina29415 · 1 node

The machine that measured it

nothing is averaged — the machine is what you are choosing
did:epn:002408…e3654fNorth Charleston · 29415 · translate-hf · 25 Oct 2026Intel Xeon @ 2.20GHz · 2 cores · 31.3 GiB RAM
—ctx provedprobe 6k1dYdFVpv…
—tok/s now11.7 GiB resident
✓ translate.as✓ translate.bn✓ translate.gu✓ translate.hi✓ translate.kn✓ translate.ml✓ translate.mr✓ translate.or✓ translate.pa✓ translate.ta✗ translate.te✓ translate.text✗ translate.ur

Run this where your data already is

Tell us the workload, whose machines it should run on, and which jurisdiction it answers to.

Run a gramPut a machine on the network in this region; it signs its capacity into the room.Open a gramxStart your own room — an org, a community, a brand.Be invitedAccept a link from an admin to cross into the private room.