EmbeddingGemma 2 BASE
EmbeddingGemma 2 BASE · Q4_K_M · by ngquocvinh
hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:Q4_K_M
ngquocvinh · 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 6 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 advertisescontext declared256Kwhat 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
Embeddingspassed
The engine was asked for an embedding of a short text and returned a real, non-zero vector.Tool callingprobed, and failed
The node asked the model to call a function and checked that it called the RIGHT one with a well-formed argument — not merely that it emitted a tool name.signed by this networkEvery line traces to a node signature.
What machines here proved
resident while loaded0.4 GiB (0.4 on card) · did:epn:002408…dae679
machines that measured it1
regions it was proved in1
from the public record · unsignedollama /api/show; the node attests that the runtime reported these, not that they are true. Attested by did:epn:002408…dae679.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.
What the runtime says about it
context declared256K
parameters271M
parameter count27,10,02,648
quantisationQ4_K_M
familygemma-embedding2
formatgguf
Proven across regions
Measured by
ranked on the provider standings
The machine that measured it
nothing is averaged — the machine is what you are choosingdid:epn:002408…dae679Singapore · 190464 · 0.40.15 · on host · 6 Nov 2026x86_64 · nvidia · 48.8 GiB pooled
—ctx provedprobe pH3/bonoLJ…
—tok/s now0.4 GiB resident · 0.4 GiB on card · 1.1 GiB on disk
✓ Embeddings✗ Tool calling
Run this where your data already is
Tell us the workload, whose machines it should run on, and which jurisdiction it answers to.