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URL: https://willitrunai.com/models/hf-gabriellarson--mamba-codestral-7b-v0-1-gguf

⇱ Mamba Codestral 7B v0.1 VRAM Requirements — GPU Compatibility


Gabriellarson

Mamba Codestral 7B v0.1

Limited data available — some specs may be incomplete or estimated.
0K tokensContextUnknownLicense3 EntryQuality

Mamba Codestral 7B v0.1 (7B parameters) requires approximately 6.6 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 8 GB of VRAM.

Quick specs

Parameters7B
Architecturedense
Context0K tokens
Modalitytext
Min RAM2.7 GB
Rec. RAM4.3 GB (Q4_K_M)
LicenseUnknown
FamilyUnknown
✓ Code

Related models

Your hardware

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Quick picks

👁 Intel
Best budgetC
Intel Arc A580 8GB~$179 — 68 tok/s
👁 NVIDIA
Best overallB
RTX 3080 10GB~$699 — 98 tok/s

Best hardware

Top picks for Mamba Codestral 7B v0.1

RTX 3080 10GBB
10 GB
RTX 2080 Ti 11GBB
11 GB
GTX 1080 Ti 11GBC
11 GB
RTX 3080 Ti 12GBC
12 GB
RTX 4070 Super 12GBC
12 GB

Run this model

Mamba Codestral 7B v0.1 on RTX 3080 10GBMamba Codestral 7B v0.1 on RTX 2080 Ti 11GBMamba Codestral 7B v0.1 on GTX 1080 Ti 11GB

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: RTX 2060 6GB

Weights4.3 GB
KV Cache0.8 GB
Runtime0.9 GB
Headroom0.6 GB

Frequently asked questions

FAQ — Mamba Codestral 7B v0.1

See also

Quantization GuideScoring MethodologyVRAM Calculator