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URL: https://willitrunai.com/models/hf-mradermacher--codestral-21b-pruned-i1-gguf

⇱ Codestral 21B Pruned i1 VRAM Requirements — GPU Compatibility


Mradermacher

Codestral 21B Pruned i1

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

Codestral 21B Pruned i1 (21B parameters) requires approximately 17.1 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 20 GB of VRAM.

Quick specs

Parameters21B
Architecturedense
Context0K tokens
Modalitytext
Min RAM8.2 GB
Rec. RAM12.8 GB (Q4_K_M)
LicenseUnknown
FamilyLlama
✓ Code✓ RAG

Related models

Your hardware

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Quick picks

👁 Intel
Best budgetC
Intel Arc Pro B60 24GB~$599 — 19 tok/s
👁 NVIDIA
Best overallB
RTX 4090 24GB~$1,599 — 60 tok/s

Best hardware

Top picks for Codestral 21B Pruned i1

RTX 4090 24GBB
24 GB
RTX 5090 Laptop 24GBC
24 GB
NVIDIA A30 24GBC
24 GB
RTX 3090 Ti 24GBC
24 GB
RX 7900 XTX 24GBC
24 GB

Run this model

Codestral 21B Pruned i1 on RTX 4090 24GBCodestral 21B Pruned i1 on RTX 5090 Laptop 24GBCodestral 21B Pruned i1 on NVIDIA A30 24GB

Quantization options

VRAM estimates by quant level

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
8.2 GB
Low
Q3_K_S
3
10.3 GB
Low
NVFP4
4
11.8 GB
Medium
Q4_K_M
4
12.8 GB
Medium
Q5_K_M
5
15.1 GB
High
Q6_K
6
17.2 GB
High
Q8_0
8
22.5 GB
Very High
F16
16
43.1 GB
Maximum

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights12.8 GB
KV Cache2.5 GB
Runtime1.2 GB
Headroom0.6 GB

Frequently asked questions

FAQ — Codestral 21B Pruned i1

See also

Quantization GuideScoring MethodologyVRAM Calculator