/inference/hf.co-maziyarpanahi-qwen3-0.6b-gguf-q2_k

hf.co/MaziyarPanahi/Qwen3-0.6B-GGUF:Q2_K

Measured by 3 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 6 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.
every machine that timed it
302.3 tok/s · NVIDIA · Bhubaneswar16.0 tok/s · x86 · CPU · Hyderabad7.1 tok/s · unnamed machine
7.1 → 302.3 tok/s across 3 machines · ×42.7 spreadNVIDIAx86 · CPUunnamed machine
signed by this network

What machines here proved

peak throughput ever signed302.30 tok/s · did:epn:002408…84bf54
machines that measured it3
samples behind those numbers3
regions it was proved in3
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

Every machine that measured it

nothing is averaged — the machine is what you are choosing
did:epn:002408…84bf54Bhubaneswar · 752115 · 2 Oct 2026x86_64 · nvidia · 1.7 GiB pooled
—ctx proved
302.30tok/s now12 samples · 58s
no capability probed
did:epn:002408…9e3c79Bengaluru · 562114 · 1 Oct 2026x86_64 · intel · 2.1 GiB pooled
—ctx proved
16.02tok/s now2 samples · 483s
no capability probed
did:epn:002408…d061c9Bengaluru · 562130 · 18 Sept 2026
—ctx proved
7.08tok/s nowpeak 8.19 · 15 Sept 202637 samples · 20,234s
no capability probed