model family

EmbeddingGemma 2

Published by google. 1 member measured on real machines, across 1 build. Every number below was signed by the machine that produced it — none of it is from a model card.

what it takes, what it returns

text → vector

Declared by the network’s catalog, not measured — a signature says what this family would be asked. Whether it answered is the signed capability flags on each member.

1 of 34 builds measured · 33 still open

EmbeddingGemma 2 BASE1 build measured →

hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:Q4_K_Mbase · Q4_K_M · ngquocvinh · ollama · 1 machine · 271M

—recalled

—served

—best tok/s

Builds this network knows of

Declared, not measured — this is what the catalog says exists and what it would cost a machine to hold. Nothing here is signed, and none of it claims the build works.

how much memory does your machine have

34 of 34 builds fit a 16 GB machine — budgeting 70% of it, or 11.2 GiB, because the cache and the runtime want the rest.

yujiepan/embeddinggemma-2-tiny-randomBF16vllmderived by yujiepan
0.0 GiB
huggingface-mic/embeddinggemma-2-micBF16vllmderived by huggingface-mic
0.0 GiB
hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:Q1_0Q1_0ollamaquantized by ngquocvinh
0.1 GiB
hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:IQ1_SIQ1_Sollamaquantized by ngquocvinh
0.1 GiB
hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:IQ3_XXSIQ3_XXSollamaquantized by ngquocvinh
0.1 GiB
hf.co/turintech/embeddinggemma-2-Artemis-GGUF:Q4_K_SQ4_K_Sollamaderived by turintech
0.1 GiB
hf.co/unsloth/embeddinggemma-2-GGUF:Q4_K_XLQ4_K_XLollamaquantized by unsloth
0.2 GiB
hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:Q4_K_MQ4_K_Mollamameasured herequantized by ngquocvinh
0.2 GiB
hf.co/webmp3/Sakura-EmbeddingGemma-2-HighQuality-GGUF:Q4Q4ollamaderived by webmp3
0.2 GiB
hf.co/cstr/embeddinggemma-2-ft-typed-decision-GGUF:Q8_0Q8_0ollamaderived by cstr
0.3 GiB
hf.co/ggml-org/embeddinggemma-2-GGUF:Q8_0Q8_0ollamaquantized by ggml-org
0.3 GiB
hf.co/unsloth/embeddinggemma-2-GGUF:Q8_0Q8_0ollamaquantized by unsloth
0.3 GiB
jayyun98/embeddinggemma-2-text-270m-mlx-bf16BF16mlxderived by jayyun98
0.5 GiB
jayyun98/embeddinggemma-2-text-270m-bf16BF16vllmderived by jayyun98
0.5 GiB
hf.co/ggml-org/embeddinggemma-2-GGUF:BF16BF16ollamaquantized by ggml-org
0.5 GiB
hf.co/unsloth/embeddinggemma-2-GGUF:F16F16ollamaquantized by unsloth
0.5 GiB
hf.co/unsloth/embeddinggemma-2-GGUF:BF16BF16ollamaquantized by unsloth
0.5 GiB
mrm8488/embeddinggemma-2-ft-typed-decisionFP32vllmderived by mrm8488
1.0 GiB
mlx-community/embeddinggemma-2-4bit4BITmlxquantized by mlx-community
1.0 GiB
hf.co/cstr/embeddinggemma-2-ft-typed-decision-GGUF:F32F32ollamaderived by cstr
1.0 GiB
Jundot/embeddinggemma-2-oQ4e4BITmlxderived by Jundot
1.0 GiB
mlx-community/embeddinggemma-2-5bit5BITmlxquantized by mlx-community
1.1 GiB
Jundot/embeddinggemma-2-oQ6e6BITmlxderived by Jundot
1.1 GiB
Jundot/embeddinggemma-2-oQ8e8BITmlxderived by Jundot
1.1 GiB
mlx-community/embeddinggemma-2-8bit8BITmlxquantized by mlx-community
1.1 GiB
webmp3/Sakura-EmbeddingGemma-2-AutoRoundINT4vllmderived by webmp3
1.2 GiB
google/embeddinggemma-2BF16vllmpublished by google
1.4 GiB
mlx-community/embeddinggemma-2-bf16BF16mlxderived by mlx-community
1.4 GiB
nativ-community/embeddinggemma-2-bf16BF16mlxderived by nativ-community
1.4 GiB
RedHatAI/embeddinggemma-2BF16vllmderived by RedHatAI
1.4 GiB
tomaarsen/embeddinggemma-2-512dBF16vllmderived by tomaarsen
1.4 GiB
unsloth/embeddinggemma-2BF16vllmderived by unsloth
1.4 GiB
smshahbaj/embeddinggemma-2-ecommerceFP32vllmderived by smshahbaj
1.5 GiB
ngoan/anchored-embeddinggemma-2-viBF16vllmderived by ngoan
10.1 GiB

Sizes are what the catalog declares, not what a machine measured — fitting on disk is necessary and not sufficient. Nobody here has run these on your machine, and this narrows the candidates rather than certifying one.

the same builds, by member

anchored-embeddinggemma-2-vi

ngoan/anchored-embeddinggemma-2-viBF16vllm10.1 GiB on diskderived by ngoan

EmbeddingGemma 2 BASE

hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:Q1_0Q1_0ollama63 MiB on diskquantized by ngquocvinh

hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:IQ1_SIQ1_Sollama95 MiB on diskquantized by ngquocvinh

hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:IQ3_XXSIQ3_XXSollama129 MiB on diskquantized by ngquocvinh

hf.co/unsloth/embeddinggemma-2-GGUF:Q4_K_XLQ4_K_XLollama167 MiB on diskquantized by unsloth

hf.co/ngquocvinh/EmbeddingGemma-2-GGUF:Q4_K_MQ4_K_Mollama173 MiB on diskquantized by ngquocvinh

hf.co/ggml-org/embeddinggemma-2-GGUF:Q8_0Q8_0ollama295 MiB on diskquantized by ggml-org

hf.co/unsloth/embeddinggemma-2-GGUF:Q8_0Q8_0ollama295 MiB on diskquantized by unsloth

hf.co/ggml-org/embeddinggemma-2-GGUF:BF16BF16ollama532 MiB on diskquantized by ggml-org

hf.co/unsloth/embeddinggemma-2-GGUF:F16F16ollama532 MiB on diskquantized by unsloth

hf.co/unsloth/embeddinggemma-2-GGUF:BF16BF16ollama532 MiB on diskquantized by unsloth

mlx-community/embeddinggemma-2-4bit4BITmlx1.0 GiB on diskquantized by mlx-community

mlx-community/embeddinggemma-2-5bit5BITmlx1.1 GiB on diskquantized by mlx-community

mlx-community/embeddinggemma-2-8bit8BITmlx1.1 GiB on diskquantized by mlx-community

google/embeddinggemma-2BF16vllm1.4 GiB on diskpublished by google

embeddinggemma-2-mic

huggingface-mic/embeddinggemma-2-micBF16vllm36 MiB on diskderived by huggingface-mic

embeddinggemma-2-text-270m-bf16

jayyun98/embeddinggemma-2-text-270m-mlx-bf16BF16mlx516 MiB on diskderived by jayyun98

jayyun98/embeddinggemma-2-text-270m-bf16BF16vllm516 MiB on diskderived by jayyun98

embeddinggemma-2-oQ4e

Jundot/embeddinggemma-2-oQ4e4BITmlx1.0 GiB on diskderived by Jundot

embeddinggemma-2-oQ6e

Jundot/embeddinggemma-2-oQ6e6BITmlx1.1 GiB on diskderived by Jundot

embeddinggemma-2-oQ8e

Jundot/embeddinggemma-2-oQ8e8BITmlx1.1 GiB on diskderived by Jundot

embeddinggemma-2-bf16

mlx-community/embeddinggemma-2-bf16BF16mlx1.4 GiB on diskderived by mlx-community

embeddinggemma-2-ft-typed-decision

mrm8488/embeddinggemma-2-ft-typed-decisionFP32vllm1.0 GiB on diskderived by mrm8488

embeddinggemma-2-bf16

nativ-community/embeddinggemma-2-bf16BF16mlx1.4 GiB on diskderived by nativ-community

embeddinggemma-2

RedHatAI/embeddinggemma-2BF16vllm1.4 GiB on diskderived by RedHatAI

embeddinggemma-2-ecommerce

smshahbaj/embeddinggemma-2-ecommerceFP32vllm1.5 GiB on diskderived by smshahbaj

embeddinggemma-2-512d

tomaarsen/embeddinggemma-2-512dBF16vllm1.4 GiB on diskderived by tomaarsen

embeddinggemma-2-Artemis-GGUF

hf.co/turintech/embeddinggemma-2-Artemis-GGUF:Q4_K_SQ4_K_Sollama149 MiB on diskderived by turintech

embeddinggemma-2

unsloth/embeddinggemma-2BF16vllm1.4 GiB on diskderived by unsloth

Sakura-EmbeddingGemma-2-AutoRound-GGUF

webmp3/Sakura-EmbeddingGemma-2-AutoRoundINT4vllm1.2 GiB on diskderived by webmp3

Sakura-EmbeddingGemma-2-HighQuality-GGUF

hf.co/webmp3/Sakura-EmbeddingGemma-2-HighQuality-GGUF:Q4Q4ollama174 MiB on diskderived by webmp3

embeddinggemma-2-tiny-random

yujiepan/embeddinggemma-2-tiny-randomBF16vllm11 MiB on diskderived by yujiepan

embeddinggemma-2-ft-typed-decision

hf.co/cstr/embeddinggemma-2-ft-typed-decision-GGUF:Q8_0Q8_0ollama293 MiB on diskderived by cstr

hf.co/cstr/embeddinggemma-2-ft-typed-decision-GGUF:F32F32ollama1.0 GiB on diskderived by cstr

ask your own gram

Your concierge can answer this from the network rather than from this page. The ask carries the operator id, so it resolves to a capability and an engine — not to a name somebody has to recognise.

What has this network measured about the EmbeddingGemma 2 family (epn.family.embeddinggemma-2), and can my gram run any of it? See /inferences/embeddinggemma-2

open a gramx with this ask →epn.family.embeddinggemma-2