NLLB-200 distilled 600M
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NLLB-200 distilled 600M · FP32 · by facebook

facebook/nllb-200-distilled-600M

facebook · FP32 · on translate-hf · vendor build

Measured by 8 nodes on hardware we do not own, and signed by each of them. What machines here actually proved — never what the card claims.

matrix built 12 Nov 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
Run it on your gram Install a gram with one command. It measures models like this one on your own machine and signs every result.Use it in your own room Ask Evo in your gramx and it runs on a machine that proved it. On your own machines it costs you nothing.
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.tepassed
translate.textpassed
translate.urpassed
signed by this network

What machines here proved

resident while loaded11.7 GiB · did:epn:002408…dae679
machines that measured it8
regions it was proved in5
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 · 4 nodes
Sundargarh, Odisha769015 · 1 node
Singapore, Central Singapore190464 · 1 node
Vikarabad, Telangana501202 · 1 node
Khordha, Odisha752101 · 1 node

Measured by

ranked on the provider standings

Every machine that measured it

nothing is averaged — the machine is what you are choosing
did:epn:002408…e3654fNorth Charleston · 29415 · translate-hf · 27 Oct 2026
—ctx provedprobe ud7JnMv/QT…
—tok/s now4.1 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
did:epn:002408…e61d3bNorth Charleston · 29415 · translate-hf · 27 Oct 2026
—ctx provedprobe GpjEVvgtA4…
—tok/s now3.1 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
did:epn:002408…9e3c79Sundargarh · 769015 · translate-hf · 1 Nov 202612th Gen Intel Core i3-12100 · 15.7 GiB RAM
—ctx provedprobe Ou0tXN/VXl…
—tok/s now
✓ 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
did:epn:002408…dae679Singapore · 190464 · translate-hf · 7 Nov 2026
—ctx provedprobe ivPohxzO3q…
—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
did:epn:002408…662a4eNorth Charleston · 29415 · translate-hf · 12 Nov 2026Intel Xeon @ 2.20GHz · 2 cores · 31.3 GiB RAM
—ctx provedprobe Pg0OIaA4Y9…
—tok/s now3.6 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
did:epn:002408…2e5c02Vikarabad · 501202 · translate-hf · 7 Nov 202611th Gen Intel Core i5-1135G7 · 15.8 GiB RAM
—ctx provedprobe qj1OOi8EwD…
—tok/s now
✓ translate.bn✓ translate.gu✓ translate.hi✓ translate.kn✓ translate.ml✓ translate.mr✓ translate.pa✓ translate.ta✓ translate.te✓ translate.text
did:epn:002408…4e94b2North Charleston · 29415 · translate-hf · 9 Nov 2026Intel Xeon @ 2.20GHz · 2 cores · 31.3 GiB RAM
—ctx provedprobe OjSdgxPTvc…
—tok/s now3.2 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
did:epn:002408…84bf54Khordha · 752101 · translate-hf · 10 Nov 2026
—ctx provedprobe 7+u0DMkNBE…
—tok/s now
✓ 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.