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URL: https://willitrunai.com/models/command-r-35b

โ‡ฑ Command R 35B VRAM Requirements โ€” GPU Compatibility


๐Ÿ‘ Cohere
Cohere

Command R 35B

Current
๐Ÿ‘ huggingface
HuggingFace๐Ÿ‘ ollama
Ollama
25.2KDownloads1.1KLikesMar 2024Released131K tokensContextCC-BY-NCLicense63 GoodQuality

Command R 35B (35B parameters) requires approximately 25.3 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 30 GB of VRAM.

Get started

โ€” copy & paste to run locally

Copy-paste commands to run Command R 35B on your machine.

Run

ollama run command-r

Quick specs

Parameters35B
Architecturedense
Context131K tokens
Modalitytext
Min RAM13.7 GB
Rec. RAM21.3 GB (Q4_K_M)
LicenseCC-BY-NC
FamilyCommand R
โœ“ Chatโœ“ RAG

About this model

Command R is Cohere's retrieval-augmented generation model optimized for enterprise use. Excels at long-context document processing, tool use, and grounded generation with citation support.

Your hardware

Detecting...

Quick picks

Best budgetA
Mac mini M4 64GB~$1,099 โ€” 8 tok/s
๐Ÿ‘ NVIDIA
Best overallA
NVIDIA A100 40GB~$10,000 โ€” 67 tok/s

Best hardware

Top picks for Command R 35B

NVIDIA A100 40GBA
40 GB
RTX PRO 5000 Blackwell 48GBA
48 GB
MacBook Pro M4 Max 64GBA
64 GB
NVIDIA L40S 48GBA
48 GB
NVIDIA L40 48GBA
48 GB

Run this model

Command R 35B on NVIDIA A100 40GBCommand R 35B on RTX PRO 5000 Blackwell 48GBCommand R 35B on MacBook Pro M4 Max 64GB

Quantization options

VRAM estimates by quant level

No hardware detected โ€” fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
13.7 GB
Lowโ€”
Q3_K_S
3
17.2 GB
Lowโ€”
NVFP4
4
19.6 GB
Mediumโ€”
Q4_K_M
4
21.3 GB
Mediumโ€”
Q5_K_M
5
25.2 GB
Highโ€”
Q6_K
6
28.7 GB
Highโ€”
Q8_0
8
37.5 GB
Very Highโ€”
F16
16
71.8 GB
Maximumโ€”

Quality benchmarks

Command R 35B benchmark scores

Benchmark verified

Reasoning

MMLU-Pro68.2%
GPQA Diamondโ€”
MATH-500โ€”
ARC Challenge65.5%

Source: community ยท 2024-03-11

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights21.3 GB
KV Cache2.4 GB
Runtime0.9 GB
Headroom0.6 GB

Frequently asked questions

FAQ โ€” Command R 35B

See also

Quantization GuideScoring MethodologyVRAM Calculator