Qwen 3.5 9B
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Qwen 3.5 9B · Q4_K_M · by unsloth

hf.co/unsloth/Qwen3.5-9B-GGUF:Q4_K_M

unsloth · Q4_K_M · on ollama · quantizer 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 29 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.
signed by this network

What machines here proved

peak throughput ever signed2.13 tok/s · did:epn:002408…e3654f
machines that measured it1
samples behind those numbers1
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

Measured by

ranked on the provider standings

The machine that measured it

nothing is averaged — the machine is what you are choosing
did:epn:002408…e3654fNorth Charleston · 29415 · 29 Oct 2026AMD EPYC 7B12 · 2 cores · 31.3 GiB RAM
—ctx proved
2.13tok/s now10 samples · 2,594s
no capability probed