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All estimates are approximations based on mathematical models and public specifications. Actual performance may vary. Do not make purchasing decisions based solely on these estimates.

Data sourced from Hugging Face, Ollama, and official model documentation. Model names and logos are trademarks of their respective owners.

© 2026 Will It Run AI — Fase Consulting Ibiza, S.L. (NIF: B57969656)

Home/granite embedding 107m multilingual/on RTX 2060 6GB

Can it run?

Can RTX 2060 6GB run granite embedding 107m multilingual?

CUsable

Runs well

Using Q4_K_M in Ollama

Capabilities:

Fit status

Runs well

Decode

191.5 tok/s

TTFT

1011 ms

Safe context

36K

Memory

2.7 GB / 6.0 GB

Memory breakdown

Weights0.1 GB
KV Cache0.8 GB
Runtime1.2 GB
Headroom0.6 GB

Performance by workload

WorkloadGradeFitDecodeTTFTContext
Agentic CodingCRuns well191.5 tok/s1470 ms72K
ChatCRuns well191.5 tok/s551 ms18K
CodingCRuns well191.5 tok/s1011 ms36K
RAGCRuns well191.5 tok/s1838 ms72K
ReasoningCRuns well191.5 tok/s1195 ms36K

Quantization options

How granite embedding 107m multilingual (0.10700000077486038B params) fits at each quantization level on RTX 2060 6GB (6.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
0.0 GB
LowD29
Q3_K_S
3
0.1 GB
LowD29
NVFP4
4
0.1 GB
MediumD29
Q4_K_M
4
0.1 GB
MediumD29
Q5_K_M
5
0.1 GB
HighD29
Q6_K
6
0.1 GB
HighD29
Q8_0
8
0.1 GB
Very HighD29
F16Best for your GPU
16
0.2 GB
MaximumD30

Get started

See all results for RTX 2060 6GBSee all hardware for granite embedding 107m multilingual