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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/Models/All MiniLM L6 v2

Sentence TransformersSentence Transformers

All MiniLM L6 v2

Current
huggingfaceHuggingFaceollamaOllama
207.7MDownloads4.6KLikesAug 2021Released0K tokensContextApache 2.0License3 EntryQuality

Get started

— copy & paste to run locally
Ollama
ollama run all-minilm-l6-v2
HuggingFace
huggingface-cli download all-minilm-l6-v2

Quick specs

Parameters0.02B
Architecturedense
Context0K tokens
Modalityembedding
Min RAM0 GB
Rec. RAM0 GB (F16)
LicenseApache 2.0
FamilyMiniLM
✓ RAG

About this model

This is a sentence-transformers model: It maps sentences & paragraphs to a 384 dimensional dense vector space and can be used for tasks like clustering or semantic search.

Your hardware

Detecting...

Quick picks

Intel
Best budgetC
Intel Arc B580 12GB~$249 — 219 tok/s
NVIDIA
Best overallC
RTX 2060 6GB~$349 — 192 tok/s

Best hardware

Top picks for All MiniLM L6 v2

NVIDIA
RTX 3050 Ti Laptop 4GBC
4 GB
NVIDIA
GTX 1650 4GBC
4 GB
Intel
Intel Arc A370M 4GBC
4 GB
Intel
Intel Arc A380 6GBC
6 GB
Intel
Intel Arc Pro A40 6GBC
6 GB

Quantization options

VRAM estimates by quant level

No hardware detected — fit column shows raw VRAM estimates

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

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: NVIDIA A10 24GB

Weights0.0 GB
KV Cache0.8 GB
Runtime1.2 GB
Headroom2.4 GB