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embeddinggemma-2 google

Embeddings 1 members 252 derivatives on the Hub Last verified 2026-10-25 RSS

quantized: 115finetune: 130adapter: 7

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# Model Org Role Params Band MoE License ContextProviders Price from Likes Likes 7d Downloads 30d Modified
47 embeddinggemma-2 google Original model 744M S dense Apache 2.0 —0 — 2.9k +323 206.9k 2026-10-06

Variants 150 shown of 252

Quantizations, fine-tunes, merges, and adapters of any member, ranked by downloads + likes. Filter by relation, quant family, or size band.

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Quant
150 rows
Variant Of Relation Quant Params Band License Author Likes Downloads
onnx-community/embeddinggemma-2-ONNX google/embeddinggemma-2 quantized — — — apache-2.0 onnx-community 28 275.7k
unsloth/embeddinggemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 unsloth 345 125k
litert-community/embeddinggemma-2-740m-litert-lm google/embeddinggemma-2 finetune — — — apache-2.0 litert-community 36 130.7k
ggml-org/embeddinggemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 ggml-org 54 90.8k
litert-community/embeddinggemma-2-text-270m-litert-lm google/embeddinggemma-2 finetune — — — apache-2.0 litert-community 10 12.7k
litert-community/embeddinggemma-2-text-vision-440m-litert-lm google/embeddinggemma-2 finetune — — — apache-2.0 litert-community 6 10.5k
unsloth/embeddinggemma-2 google/embeddinggemma-2 finetune — 744M S apache-2.0 unsloth 12 5.9k
ngquocvinh/EmbeddingGemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 ngquocvinh 1 6.4k
mlx-community/embeddinggemma-2-bf16 google/embeddinggemma-2 finetune -bf16 744M S apache-2.0 mlx-community 11 5.4k
abacusai/Smaug-AI-Image-Detector google/embeddinggemma-2 finetune — 439M S apache-2.0 abacusai 6 5.2k
mlx-community/embeddinggemma-2-8bit google/embeddinggemma-2 quantized -8bit 744M S apache-2.0 mlx-community 8 4.9k
mrm8488/embeddinggemma-2-ft-typed-decision google/embeddinggemma-2 finetune — 272M S apache-2.0 mrm8488 63 1.4k
qnguyen3/QUAN-Transcribe-1.0 google/embeddinggemma-2 finetune — 102M S gemma qnguyen3 64 544
FluidInference/embeddinggemma-2-coreml google/embeddinggemma-2 quantized — — — apache-2.0 FluidInference 27 1.6k
AtomicChat/embeddinggemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 AtomicChat 2 2.7k
webmp3/Sakura-EmbeddingGemma-2-HighQuality-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 webmp3 1 1.9k
webmp3/Sakura-Gemma4-E2B-EmbeddingGemma2-DualMode-GGUF google/embeddinggemma-2 quantized GGUF — — gemma webmp3 1 1.9k
prithivMLmods/EmbeddingGemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 prithivMLmods 1 1.3k
mlx-community/embeddinggemma-2-mxfp8 google/embeddinggemma-2 quantized — 744M S apache-2.0 mlx-community 5 1.1k
BennyDaBall/EmbeddingGemma-2-NVFP4-GGUF google/embeddinggemma-2 quantized NVFP4 — — apache-2.0 BennyDaBall 0 1.3k
mlx-community/embeddinggemma-2-4bit google/embeddinggemma-2 quantized -4bit 744M S apache-2.0 mlx-community 3 951
infosave/EmbeddingGemma-2-cmf google/embeddinggemma-2 quantized — — — apache-2.0 infosave 1 790
mlx-community/embeddinggemma-2-mxfp4 google/embeddinggemma-2 quantized mxfp4 744M S apache-2.0 mlx-community 3 666
EverPaper/embeddinggemma-2-coreai google/embeddinggemma-2 finetune — — — apache-2.0 EverPaper 16 0
SargeDev/Solar-JEV-Gemma-embed-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 SargeDev 0 787
Fastiraz/embeddinggemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 Fastiraz 0 697
nativ-community/embeddinggemma-2-8bit google/embeddinggemma-2 quantized -8bit 744M S apache-2.0 nativ-community 3 525
webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF google/embeddinggemma-2 quantized GGUF — — gemma webmp3 1 585
webmp3/Sakura-Gemma4-E4B-EmbeddingGemma2-DualMode-GGUF google/embeddinggemma-2 quantized GGUF — — gemma webmp3 0 574
PixelML/sea-asr-id google/embeddinggemma-2 finetune — 112M S apache-2.0 PixelML 8 159
mlx-community/embeddinggemma-2-nvfp4 google/embeddinggemma-2 quantized nvfp4 744M S apache-2.0 mlx-community 2 435
mlx-community/embeddinggemma-2-5bit google/embeddinggemma-2 quantized — 744M S apache-2.0 mlx-community 3 368
yan2026/embeddinggemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — gemma yan2026 0 494
mlx-community/embeddinggemma-2-6bit google/embeddinggemma-2 quantized — 744M S apache-2.0 mlx-community 3 337
spectral-ai-lab/arbiter-272m google/embeddinggemma-2 finetune — 272M S other spectral-ai-lab 5 180
nativ-community/embeddinggemma-2-bf16 google/embeddinggemma-2 finetune -bf16 744M S apache-2.0 nativ-community 3 266
pastel-labs/embeddinggemma-2-photo-anchor google/embeddinggemma-2 finetune — — — cc-by-4.0 pastel-labs 8 0
mlboydaisuke/EmbeddingGemma-2-Transcribe-LiteRT google/embeddinggemma-2 finetune — — — apache-2.0 mlboydaisuke 6 95
turintech/embeddinggemma-2-Artemis-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 turintech 1 308
HukukcuApp/tr-legal-embedding-gemma-2 google/embeddinggemma-2 finetune — 271M S gemma HukukcuApp 4 138
Jundot/embeddinggemma-2-oQ8e google/embeddinggemma-2 quantized — 744M S apache-2.0 Jundot 2 230
jayyun98/embeddinggemma-2-text-270m-mlx-bf16 google/embeddinggemma-2 finetune mlx 271M S apache-2.0 jayyun98 1 252
5CD-AI/VieGem-ASR google/embeddinggemma-2 finetune — — — cc-by-nc-sa-4.0 5CD-AI 6 0
gnukeith/rei-v1 google/embeddinggemma-2 finetune — 272M S apache-2.0 gnukeith 6 0
NateRunsA-LIST/alist-food-text-embedder google/embeddinggemma-2 quantized — — — apache-2.0 NateRunsA-LIST 0 265
runelab-ai/kenning-turkish-legal-v1 google/embeddinggemma-2 finetune — 271M S apache-2.0 runelab-ai 2 161
jayyun98/embeddinggemma-2-text-image-440m-mlx-fp32 google/embeddinggemma-2 finetune mlx 439M S apache-2.0 jayyun98 0 260
J33-AI/j33-jev google/embeddinggemma-2 finetune — 272M S apache-2.0 J33-AI 5 0
NeoRoth/oriloq-embeddings-gemma2-mlx google/embeddinggemma-2 finetune mlx — — apache-2.0 NeoRoth 0 235
anemll/anemll-embeddinggemma-2-ane google/embeddinggemma-2 quantized — — — apache-2.0 anemll 3 71
srv-sngh/embeddinggemma-2-mlx-nvfp4 google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 219
AutomatosX/AX-EmbeddingGemma-2-MLX-AXQ-MXFP8 google/embeddinggemma-2 quantized MLX 744M S apache-2.0 AutomatosX 0 214
mbezruchko/embeddinggemma-2-pastemind-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 mbezruchko 0 211
MaorB/embeddinggemma-2-asr-hebrew-english-streaming google/embeddinggemma-2 finetune — 99.0M S apache-2.0 MaorB 3 58
jayyun98/embeddinggemma-2-text-270m-mlx-fp32 google/embeddinggemma-2 finetune mlx 271M S apache-2.0 jayyun98 0 198
smshahbaj/embeddinggemma-2-ecommerce google/embeddinggemma-2 quantized GGUF 271M S apache-2.0 smshahbaj 0 189
empyrealworks/EmbeddingGemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 empyrealworks 0 188
gahabeen/embeddinggemma-2-text-270m-mlx-bf16 google/embeddinggemma-2 finetune mlx 271M S apache-2.0 gahabeen 0 188
ewin-reg/embeddinggemma-2-0.2B-Quantized-text google/embeddinggemma-2 quantized -Quant 169M S apache-2.0 ewin-reg 3 32
shirochenkov90/embeddinggemma-2-coreml google/embeddinggemma-2 quantized — — — apache-2.0 shirochenkov90 0 178
jayyun98/embeddinggemma-2-text-image-440m-mlx-bf16 google/embeddinggemma-2 finetune mlx 439M S apache-2.0 jayyun98 0 174
jaichang/embeddinggemma2-global-birds-2000 google/embeddinggemma-2 finetune — 744M S cc-by-sa-4.0 jaichang 2 70
nativ-community/embeddinggemma-2-6bit google/embeddinggemma-2 quantized — 744M S apache-2.0 nativ-community 1 117
webmp3/Sakura-Gemma4-E2B-EmbeddingGemma2-DualMode google/embeddinggemma-2 finetune — — — gemma webmp3 1 117
zviratko/embeddinggemma-2-oQ6e google/embeddinggemma-2 quantized — 744M S — zviratko 1 116
epoch-discovery/ep-hindi-asr google/embeddinggemma-2 finetune — 366M S apache-2.0 epoch-discovery 3 14
webmp3/Sakura-EmbeddingGemma-2-AutoRound google/embeddinggemma-2 quantized — 633M S apache-2.0 webmp3 1 105
mlboydaisuke/EmbeddingGemma-2-Transcribe-CoreAI google/embeddinggemma-2 quantized — — — apache-2.0 mlboydaisuke 2 53
VelociQ8/embeddinggemma-2-Q8A64-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 VelociQ8 1 103
matu79go/Reflex-2 google/embeddinggemma-2 finetune — — — apache-2.0 matu79go 3 0
srv-sngh/embeddinggemma-2-mlx-4bit-dyn-text google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 138
gahabeen/embeddinggemma-2-text-image-440m-mlx-bf16 google/embeddinggemma-2 finetune mlx 439M S apache-2.0 gahabeen 0 137
eulogik/bharat-embed-270m-gemma2 google/embeddinggemma-2 quantized — 271M S apache-2.0 eulogik 0 135
zviratko/embeddinggemma-2-oQ5e-fp16 google/embeddinggemma-2 quantized -fp16 744M S — zviratko 1 83
ewin-reg/embeddinggemma-2-Quantized google/embeddinggemma-2 quantized -Quant 500M S apache-2.0 ewin-reg 2 31
tc3oliver/Embed2ASR-v1 google/embeddinggemma-2 finetune — 9.66M S apache-2.0 tc3oliver 1 81
srv-sngh/embeddinggemma-2-mlx-8bit google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 131
ewin-reg/embeddinggemma-2-int8-multimodal google/embeddinggemma-2 quantized int8 827M S apache-2.0 ewin-reg 2 30
mstkyvz/embeddinggemma2-turkish-stt google/embeddinggemma-2 finetune — — — cc-by-sa-4.0 mstkyvz 1 80
ML-Intern-lab/embeddinggemma-2-allnli-triplet google/embeddinggemma-2 finetune — 271M S apache-2.0 ML-Intern-lab 2 30
gahabeen/embeddinggemma-2-bf16 google/embeddinggemma-2 finetune -bf16 744M S apache-2.0 gahabeen 0 129
stefanschmidt/embeddinggemma-2-bf16 google/embeddinggemma-2 quantized -bf16 744M S apache-2.0 stefanschmidt 0 127
srv-sngh/embeddinggemma-2-mlx-4bit-g32 google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 125
nativ-community/embeddinggemma-2-4bit google/embeddinggemma-2 quantized -4bit 744M S apache-2.0 nativ-community 0 123
Synaptics/Google-EmbeddingGemma-2 google/embeddinggemma-2 quantized — — — apache-2.0 Synaptics 1 72
lethalbeats/embeddinggemma-2-0.8bpw-multimodal google/embeddinggemma-2 quantized 8bpw 71.0M S apache-2.0 lethalbeats 1 68
nativ-community/embeddinggemma-2-nvfp4 google/embeddinggemma-2 quantized nvfp4 744M S apache-2.0 nativ-community 0 115
MohammadGholizadeh/embeddinggemma-2-persian-speech google/embeddinggemma-2 finetune — 577M S apache-2.0 MohammadGholizadeh 1 64
lethalbeats/embeddinggemma-2-0.8bpw-vision google/embeddinggemma-2 quantized 8bpw 41.6M S apache-2.0 lethalbeats 1 59
g-oQ/embeddinggemma-2-oQ8e google/embeddinggemma-2 quantized — 744M S — g-oQ 0 109
tc3oliver/TingMix-Large google/embeddinggemma-2 adapter — 22.2M S apache-2.0 tc3oliver 1 56
alibayram/embeddingmagibu2 google/embeddinggemma-2 finetune — 744M S apache-2.0 alibayram 1 56
srv-sngh/embeddinggemma-2-mlx-mixed-mxfp8 google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 105
Nurymanau/EmbeddingGemma-2-MLX-Swift google/embeddinggemma-2 finetune MLX — — apache-2.0 Nurymanau 2 0
mlboydaisuke/EmbeddingGemma-2-Transcribe-Reader google/embeddinggemma-2 adapter — — — apache-2.0 mlboydaisuke 2 0
jayyun98/embeddinggemma-2-text-270m google/embeddinggemma-2 finetune — 271M S apache-2.0 jayyun98 0 100
jaichang/embeddinggemma2-korean-birds-620 google/embeddinggemma-2 finetune — 744M S cc-by-sa-4.0 jaichang 0 100
Danny-Dasilva/embeddinggemma-2-multimodal-typed-decision google/embeddinggemma-2 finetune — — — apache-2.0 Danny-Dasilva 0 96
nativ-community/embeddinggemma-2-mxfp8 google/embeddinggemma-2 quantized — 744M S apache-2.0 nativ-community 0 95
neich-cereales/sems-embeddinggemma-2-onnx google/embeddinggemma-2 quantized — — — apache-2.0 neich-cereales 1 45
wesjos/embeddinggemma-2-openvino google/embeddinggemma-2 finetune — — — apache-2.0 wesjos 1 43
zenlm/zen-embedding-2 google/embeddinggemma-2 finetune — 744M S apache-2.0 zenlm 1 43
Jundot/embeddinggemma-2-oQ4e google/embeddinggemma-2 quantized — 744M S apache-2.0 Jundot 0 89
lm-kit/embeddinggemma-2-lmk google/embeddinggemma-2 quantized GGUF — — apache-2.0 lm-kit 0 89
nativ-community/embeddinggemma-2-mxfp4 google/embeddinggemma-2 quantized mxfp4 744M S apache-2.0 nativ-community 0 88
ThakiCloud/eg2-text-q4 google/embeddinggemma-2 quantized — 144M S apache-2.0 ThakiCloud 0 86
rty813/embeddinggemma-2-bf16 google/embeddinggemma-2 finetune -bf16 — — apache-2.0 rty813 0 85
srv-sngh/embeddinggemma-2-mlx-6bit google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 84
ysharma/embeddinggemma-2-lora-finder google/embeddinggemma-2 finetune — 439M S — ysharma 1 33
PixelML/sea-asr-ms google/embeddinggemma-2 finetune — 112M S apache-2.0 PixelML 1 29
naijaml/embeddinggemma-2-african-speech-lora google/embeddinggemma-2 adapter — — — apache-2.0 naijaml 1 29
suryeah/FinxGemma-Lite google/embeddinggemma-2 finetune — 271M S apache-2.0 suryeah 1 27
nativ-community/embeddinggemma-2-5bit google/embeddinggemma-2 quantized — 744M S apache-2.0 nativ-community 0 77
Jundot/embeddinggemma-2-oQ6e google/embeddinggemma-2 quantized — 744M S apache-2.0 Jundot 0 77
wesjos/embeddinggemma-2-onnx-fix google/embeddinggemma-2 quantized — — — apache-2.0 wesjos 1 26
srv-sngh/embeddinggemma-2-mlx-5bit google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 75
srv-sngh/embeddinggemma-2-mlx-4bit-dyn google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 74
AutomatosX/AX-EmbeddingGemma-2-MLX-AXQ-MXFP4 google/embeddinggemma-2 quantized MLX 744M S apache-2.0 AutomatosX 0 74
ThakiCloud/eg2-text-hybrid-119m google/embeddinggemma-2 quantized — 110M S apache-2.0 ThakiCloud 0 72
g-oQ/embeddinggemma-2-oQ4e google/embeddinggemma-2 quantized — 744M S — g-oQ 0 71
Mindscend/mindpage-search-v1-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 Mindscend 0 71
znasif/embeddinggemma-2-qnn-v69 google/embeddinggemma-2 quantized — — — apache-2.0 znasif 0 70
Mannyking/embeddinggemma-2-text-270m-coreml google/embeddinggemma-2 quantized — — — apache-2.0 Mannyking 1 19
ThakiCloud/eg2-text-hybrid-129m google/embeddinggemma-2 quantized — 121M S apache-2.0 ThakiCloud 0 69
DojoWorkspace/Dojo-Embedding-v1.0-740M-gguf google/embeddinggemma-2 quantized gguf — — apache-2.0 DojoWorkspace 0 69
srv-sngh/embeddinggemma-2-mlx-6bit-dyn google/embeddinggemma-2 quantized mlx 744M S apache-2.0 srv-sngh 0 68
OpenInfinity/embeddinggemma-2-coreml-int8 google/embeddinggemma-2 quantized int8 — — apache-2.0 OpenInfinity 0 67
alibayram/embeddingmagibu2-mix google/embeddinggemma-2 finetune — 744M S apache-2.0 alibayram 0 67
mradermacher/embeddinggemma-2-GGUF google/embeddinggemma-2 quantized GGUF — — apache-2.0 mradermacher 0 65
PixelML/sea-asr-ph google/embeddinggemma-2 finetune — 109M S apache-2.0 PixelML 0 65
spawnlau/embeddinggemma-2-text-vision-440m-compact google/embeddinggemma-2 quantized — — — apache-2.0 spawnlau 1 13
jonpark0/embeddinggemma-2-ko google/embeddinggemma-2 finetune — 744M S apache-2.0 jonpark0 0 63
hillerw/chicbook-models google/embeddinggemma-2 finetune — — — apache-2.0 hillerw 0 62
webmp3/Sakura-Gemma4-E4B-EmbeddingGemma2-DualMode google/embeddinggemma-2 finetune — — — gemma webmp3 0 62
g-oQ/embeddinggemma-2-oQ6e google/embeddinggemma-2 quantized — 744M S — g-oQ 0 62
namanbnsl/embeddinggemma-2-740m-litert-lm google/embeddinggemma-2 finetune — — — apache-2.0 namanbnsl 1 11
UNI-PIC/retail-embeddinggemma-2-tw google/embeddinggemma-2 finetune — 271M S apache-2.0 UNI-PIC 1 11
jayyun98/embeddinggemma-2-text-image-440m google/embeddinggemma-2 finetune — 439M S apache-2.0 jayyun98 0 61
ThakiCloud/eg2-hybrid-w4-media google/embeddinggemma-2 quantized — 531M S apache-2.0 ThakiCloud 0 61
ThakiCloud/eg2-w6-text-w4-media google/embeddinggemma-2 quantized — 472M S apache-2.0 ThakiCloud 0 56
ThakiCloud/eg2-mixed-bit-550mb google/embeddinggemma-2 quantized — 472M S apache-2.0 ThakiCloud 0 52
Erog0291/stew-embedding-v2 google/embeddinggemma-2 quantized — 271M S — Erog0291 0 51
lethalbeats/embeddinggemma-2-0.8bpw-audio google/embeddinggemma-2 quantized 8bpw 55.0M S apache-2.0 lethalbeats 0 51
zviratko/embeddinggemma-2-oQ4e-fp16 google/embeddinggemma-2 quantized -fp16 744M S — zviratko 0 51
Jlfn/embeddinggemma2-vq4x4096-q80token google/embeddinggemma-2 quantized GGUF — — apache-2.0 Jlfn 0 51
AigizK/EmbeddingGemma2-Bashkir-CV25 google/embeddinggemma-2 finetune — 352M S apache-2.0 AigizK 1 0
DawgOG/embeddinggemma2-rust google/embeddinggemma-2 finetune — — — apache-2.0 DawgOG 1 0
whiletruelearn/dulu-malayalam-ctc-778h google/embeddinggemma-2 finetune — — — — whiletruelearn 1 0
stefra/embeddinggemma2-glance-v1 google/embeddinggemma-2 finetune — 439M S apache-2.0 stefra 0 50
StillDeadcode/embeddinggemma2-bf16 google/embeddinggemma-2 finetune -bf16 — — apache-2.0 StillDeadcode 1 0

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