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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/MPT-7B-Instruct

MosaicMLMosaicML

MPT-7B-Instruct

Legacy
huggingfaceHuggingFace
May 2023Released8K tokensContextApache 2.0License3 EntryQuality

Get started

— copy & paste to run locally
Ollama
ollama run mpt-7b-instruct
HuggingFace
huggingface-cli download mpt-7b-instruct

Quick specs

Parameters7B
Architecturedense
Context8K tokens
Modalitytext
Min RAM2.7 GB
Rec. RAM4.3 GB (Q4_K_M)
LicenseApache 2.0
FamilyMPT
✓ Chat✓ Reasoning

About this model

MPT-7B Instruct is MosaicML's instruction-tuned model with a commercially permissive license. Supports 65K context with ALiBi positional encoding for efficient long-document processing.

Related models

Your hardware

Detecting...

Quick picks

Intel
Best budgetC
Intel Arc B580 12GB~$249 — 51 tok/s
NVIDIA
Best overallB
RTX 3080 10GB~$699 — 135 tok/s

Best hardware

Top picks for MPT-7B-Instruct

NVIDIA
RTX 3080 10GBB
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NVIDIA
RTX 2080 Ti 11GBB
11 GB
NVIDIA
GTX 1080 Ti 11GBC
11 GB
NVIDIA
RTX 3080 12GBC
12 GB
NVIDIA
RTX 3080 Ti 12GBC
12 GB

Quantization options

VRAM estimates by quant level

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
2.7 GB
Low—
Q3_K_S
3
3.4 GB
Low—
NVFP4
4
3.9 GB
Medium—
Q4_K_M
4
4.3 GB
Medium—
Q5_K_M
5
5.0 GB
High—
Q6_K
6
5.7 GB
High—
Q8_0
8
7.5 GB
Very High—
F16
16
14.3 GB
Maximum—

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: NVIDIA A10 24GB

Weights4.3 GB
KV Cache1.1 GB
Runtime0.9 GB
Headroom2.4 GB