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URL: https://willitrunai.com/models/nomic-embed-text-v1.5

⇱ Nomic Embed Text v1.5 VRAM Requirements — GPU Compatibility


👁 Nomic AI
Nomic AI

Nomic Embed Text v1.5

Current
👁 huggingface
HuggingFace👁 ollama
Ollama
18.1MDownloads857LikesFeb 2024Released8K tokensContextApache 2.0License76 StrongQuality

Nomic Embed Text v1.5 (0.13699999451637268B parameters) requires approximately 2.6 GB of VRAM with F16 quantization. For the best balance of quality and speed, we recommend hardware with at least 3 GB of VRAM.

Get started

— copy & paste to run locally

Copy-paste commands to run Nomic Embed Text v1.5 on your machine.

Run

ollama run nomic-embed-text

Quick specs

Parameters0.14B
Architecturedense
Context8K tokens
Modalityembedding
Min RAM0.1 GB
Rec. RAM0.3 GB (F16)
LicenseApache 2.0
FamilyNomic Embed
✓ RAG

About this model

Exciting Update!: `nomic-embed-text-v1.5` is now multimodal! nomic-embed-vision-v1.5 is aligned to the embedding space of `nomic-embed-text-v1.5`, meaning any text embedding is multimodal!

  • Nomic: https://nomic.ai
  • Discord: https://discord.gg/myY5YDR8z8
  • Twitter: https://twitter.com/nomic_ai

Your hardware

Detecting...

Quick picks

👁 Intel
Best budgetA
Intel Arc A380 6GB~$139 — 2 tok/s
👁 NVIDIA
Best overallA
GTX 1650 4GB~$149 — 2 tok/s

Best hardware

Top picks for Nomic Embed Text v1.5

Intel Arc A370M 4GBA
4 GB
GTX 1650 4GBA
4 GB
RTX 3050 Ti Laptop 4GBA
4 GB
RTX 2060 6GBA
6 GB
RTX 4050 Laptop 6GBA
6 GB

Run this model

Nomic Embed Text v1.5 on Intel Arc A370M 4GBNomic Embed Text v1.5 on GTX 1650 4GBNomic Embed Text v1.5 on RTX 3050 Ti Laptop 4GB

Quantization options

VRAM estimates by quant level

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
0.1 GB
Low
Q3_K_S
3
0.1 GB
Low
NVFP4
4
0.1 GB
Medium
Q4_K_M
4
0.1 GB
Medium
Q5_K_M
5
0.1 GB
High
Q6_K
6
0.1 GB
High
Q8_0
8
0.1 GB
Very High
F16
16
0.3 GB
Maximum

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights0.3 GB
KV Cache0.5 GB
Runtime1.2 GB
Headroom0.6 GB

Frequently asked questions

FAQ — Nomic Embed Text v1.5

See also

Quantization GuideScoring MethodologyVRAM Calculator