← Back to all models

C2S Scale Gemma 2 2B

General model by vandijklab · 2.61B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Everything this chip runs, machine by machine: MacBook Pro 14" M5 Pro, MacBook Pro 16" M5 Pro, Mac mini M5 Pro

Runs Excellently

C2S Scale Gemma 2 2B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 14% of your RAM.

~62tok/s
Q8_03.4 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters2.6B
Architecturegemma2
Context Length8K
CategoryGeneral
Formatgguf
Minimum RAM1.5 GB
HuggingFace Downloads3,541
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.4 GB~62 tok/s✓
Q6_K 2.8 GB~81 tok/s✓
Q5_K_M 2.4 GB~95 tok/s✓
Q4_K_M 2.2 GB~112 tok/s✓
Q3_K_M 1.9 GB~135 tok/s✓
Q2_K 1.6 GB~175 tok/s✓

Which Mac Can Run C2S Scale Gemma 2 2B?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~20 tok/s · 43% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~246 4%
Mac Studio · M5 Ultra 256GB Q8_0 ~246 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~246 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~164 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~164 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~164 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~161 5%
Mac Studio · M1 Ultra 128GB Q8_0 ~161 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~161 5%
Mac Studio · M2 Ultra 128GB Q8_0 ~161 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~161 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~123 9%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~123 7%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~123 5%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~123 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~123 9%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~123 7%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~123 5%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~123 3%
Mac Studio · M5 Max 36GB Q8_0 ~123 9%
Mac Studio · M5 Max 48GB Q8_0 ~123 7%
Mac Studio · M5 Max 64GB Q8_0 ~123 5%
Mac Studio · M5 Max 128GB Q8_0 ~123 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~110 9%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~110 7%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~110 5%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~110 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~110 9%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~110 7%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~110 5%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~110 3%
Mac Studio · M4 Max 36GB Q8_0 ~110 9%
Mac Studio · M4 Max 48GB Q8_0 ~110 7%
Mac Studio · M4 Max 64GB Q8_0 ~110 5%
Mac Studio · M4 Max 128GB Q8_0 ~110 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~80 11%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~80 5%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~80 11%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~80 5%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~80 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~80 9%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~80 7%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~80 5%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~80 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~80 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~80 11%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~80 5%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~80 11%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~80 5%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~80 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~80 9%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~80 7%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~80 5%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~80 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~80 3%
Mac Studio · M1 Max 32GB Q8_0 ~80 11%
Mac Studio · M1 Max 64GB Q8_0 ~80 5%
Mac Studio · M2 Max 32GB Q8_0 ~80 11%
Mac Studio · M2 Max 64GB Q8_0 ~80 5%
Mac Studio · M2 Max 96GB Q8_0 ~80 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~62 14%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~62 7%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~62 5%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~62 14%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~62 7%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~62 5%
Mac mini · M5 Pro 24GB Q8_0 ~62 14%
Mac mini · M5 Pro 48GB Q8_0 ~62 7%
Mac mini · M5 Pro 64GB Q8_0 ~62 5%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~55 14%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~55 7%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~55 14%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~55 7%
Mac mini · M4 Pro 24GB Q8_0 ~55 14%
Mac mini · M4 Pro 48GB Q8_0 ~55 7%
Mac mini · M4 Pro 64GB Q8_0 ~55 5%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~40 21%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~40 11%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~40 21%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~40 11%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~40 21%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~40 11%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~40 21%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~40 11%
Mac mini · M2 Pro 16GB Q8_0 ~40 21%
Mac mini · M2 Pro 32GB Q8_0 ~40 11%
Mac mini · M6 16GB Q8_0 ~34 21%
Mac mini · M6 24GB Q8_0 ~34 14%
Mac mini · M6 32GB Q8_0 ~34 11%
MacBook Air · M5 16GB Q8_0 ~31 21%
MacBook Air · M5 24GB Q8_0 ~31 14%
MacBook Air · M5 32GB Q8_0 ~31 11%
MacBook Pro 14" · M5 16GB Q8_0 ~31 21%
MacBook Pro 14" · M5 24GB Q8_0 ~31 14%
MacBook Pro 14" · M5 32GB Q8_0 ~31 11%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~30 19%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~30 9%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~30 19%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~30 9%
MacBook Air · M4 16GB Q8_0 ~24 21%
MacBook Air · M4 24GB Q8_0 ~24 14%
MacBook Air · M4 32GB Q8_0 ~24 11%
MacBook Pro 14" · M4 16GB Q8_0 ~24 21%
MacBook Pro 14" · M4 24GB Q8_0 ~24 14%
MacBook Pro 14" · M4 32GB Q8_0 ~24 11%
Mac mini · M4 16GB Q8_0 ~24 21%
Mac mini · M4 24GB Q8_0 ~24 14%
Mac mini · M4 32GB Q8_0 ~24 11%
iMac · M4 16GB Q8_0 ~24 21%
iMac · M4 24GB Q8_0 ~24 14%
iMac · M4 32GB Q8_0 ~24 11%
MacBook Air · M2 8GB Q8_0 ~20 43%
MacBook Air · M2 16GB Q8_0 ~20 21%
MacBook Air · M2 24GB Q8_0 ~20 14%
MacBook Air · M3 8GB Q8_0 ~20 43%
MacBook Air · M3 16GB Q8_0 ~20 21%
MacBook Air · M3 24GB Q8_0 ~20 14%
MacBook Pro 14" · M3 8GB Q8_0 ~20 43%
MacBook Pro 14" · M3 16GB Q8_0 ~20 21%
MacBook Pro 14" · M3 24GB Q8_0 ~20 14%
Mac mini · M2 8GB Q8_0 ~20 43%
Mac mini · M2 16GB Q8_0 ~20 21%
Mac mini · M2 24GB Q8_0 ~20 14%
iMac · M3 8GB Q8_0 ~20 43%
iMac · M3 16GB Q8_0 ~20 21%
iMac · M3 24GB Q8_0 ~20 14%
MacBook Air · M1 8GB Q8_0 ~14 43%
MacBook Air · M1 16GB Q8_0 ~14 21%
Mac mini · M1 8GB Q8_0 ~14 43%
Mac mini · M1 16GB Q8_0 ~14 21%
iMac · M1 8GB Q8_0 ~14 43%
iMac · M1 16GB Q8_0 ~14 21%

Models similar to C2S Scale Gemma 2 2B

Closest matches by use case and parameter count.

Run C2S Scale Gemma 2 2B locally on your Mac

ToolPiper downloads, manages, and runs models with one click. Apple Silicon optimized.

Get ToolPiper free