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CrystaLLM pi_base

General model by c-bone · 0.03B 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

Runs Excellently

CrystaLLM pi_base fits comfortably in your 24 GB Mac using Q8_0 quantization, using 2% of your RAM.

~5,360 tok/s

Q8_0 · 0.5 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.5 GB~5,360 tok/s✓
Q6_K 0.5 GB~7,035 tok/s✓
Q5_K_M 0.5 GB~8,277 tok/s✓
Q4_K_M 0.5 GB~9,704 tok/s✓
Q3_K_M 0.5 GB~11,726 tok/s✓
Q2_K 0.5 GB~15,212 tok/s✓

Specifications

Parameters26M
Architecturegpt2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads1,184
View on HuggingFace →

Which Mac Can Run CrystaLLM pi_base?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~1,746 tok/s · 7% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~14,300 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~14,300 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~14,300 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~13,968 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~13,968 0%
Mac Studio · M2 Ultra 64GB Q8_0 ~13,968 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~13,968 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~13,968 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~10,721 1%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~10,721 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~10,721 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~10,721 0%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~10,721 1%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~10,721 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~10,721 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~10,721 0%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~9,533 1%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~9,533 1%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~9,533 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~9,533 0%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~9,533 1%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~9,533 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~9,533 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~9,533 0%
Mac Studio · M4 Max 36GB Q8_0 ~9,533 1%
Mac Studio · M4 Max 48GB Q8_0 ~9,533 1%
Mac Studio · M4 Max 64GB Q8_0 ~9,533 1%
Mac Studio · M4 Max 128GB Q8_0 ~9,533 0%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~6,984 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~6,984 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~6,984 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~6,984 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~6,984 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~6,984 1%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~6,984 1%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~6,984 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~6,984 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~6,984 0%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~6,984 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~6,984 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~6,984 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~6,984 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~6,984 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~6,984 1%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~6,984 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~6,984 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~6,984 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~6,984 0%
Mac Studio · M1 Max 32GB Q8_0 ~6,984 2%
Mac Studio · M1 Max 64GB Q8_0 ~6,984 1%
Mac Studio · M2 Max 32GB Q8_0 ~6,984 2%
Mac Studio · M2 Max 64GB Q8_0 ~6,984 1%
Mac Studio · M2 Max 96GB Q8_0 ~6,984 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~5,360 2%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~5,360 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~5,360 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~5,360 2%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~5,360 1%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~5,360 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~4,767 2%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~4,767 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~4,767 2%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~4,767 1%
Mac mini · M4 Pro 24GB Q8_0 ~4,767 2%
Mac mini · M4 Pro 48GB Q8_0 ~4,767 1%
Mac mini · M4 Pro 64GB Q8_0 ~4,767 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~3,492 3%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~3,492 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~3,492 3%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~3,492 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~3,492 3%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~3,492 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~3,492 3%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~3,492 2%
Mac mini · M2 Pro 16GB Q8_0 ~3,492 3%
Mac mini · M2 Pro 32GB Q8_0 ~3,492 2%
MacBook Air · M5 16GB Q8_0 ~2,671 3%
MacBook Air · M5 24GB Q8_0 ~2,671 2%
MacBook Air · M5 32GB Q8_0 ~2,671 2%
MacBook Pro 14" · M5 16GB Q8_0 ~2,671 3%
MacBook Pro 14" · M5 24GB Q8_0 ~2,671 2%
MacBook Pro 14" · M5 32GB Q8_0 ~2,671 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~2,619 3%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~2,619 1%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~2,619 3%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~2,619 1%
MacBook Air · M4 16GB Q8_0 ~2,095 3%
MacBook Air · M4 24GB Q8_0 ~2,095 2%
MacBook Air · M4 32GB Q8_0 ~2,095 2%
MacBook Pro 14" · M4 16GB Q8_0 ~2,095 3%
MacBook Pro 14" · M4 24GB Q8_0 ~2,095 2%
MacBook Pro 14" · M4 32GB Q8_0 ~2,095 2%
Mac mini · M4 16GB Q8_0 ~2,095 3%
Mac mini · M4 24GB Q8_0 ~2,095 2%
Mac mini · M4 32GB Q8_0 ~2,095 2%
iMac · M4 16GB Q8_0 ~2,095 3%
iMac · M4 24GB Q8_0 ~2,095 2%
iMac · M4 32GB Q8_0 ~2,095 2%
MacBook Air · M2 8GB Q8_0 ~1,746 7%
MacBook Air · M2 16GB Q8_0 ~1,746 3%
MacBook Air · M2 24GB Q8_0 ~1,746 2%
MacBook Air · M3 8GB Q8_0 ~1,746 7%
MacBook Air · M3 16GB Q8_0 ~1,746 3%
MacBook Air · M3 24GB Q8_0 ~1,746 2%
MacBook Pro 14" · M3 8GB Q8_0 ~1,746 7%
MacBook Pro 14" · M3 16GB Q8_0 ~1,746 3%
MacBook Pro 14" · M3 24GB Q8_0 ~1,746 2%
Mac mini · M2 8GB Q8_0 ~1,746 7%
Mac mini · M2 16GB Q8_0 ~1,746 3%
Mac mini · M2 24GB Q8_0 ~1,746 2%
iMac · M3 8GB Q8_0 ~1,746 7%
iMac · M3 16GB Q8_0 ~1,746 3%
iMac · M3 24GB Q8_0 ~1,746 2%
MacBook Air · M1 8GB Q8_0 ~1,192 7%
MacBook Air · M1 16GB Q8_0 ~1,192 3%
Mac mini · M1 8GB Q8_0 ~1,192 7%
Mac mini · M1 16GB Q8_0 ~1,192 3%
iMac · M1 8GB Q8_0 ~1,192 7%
iMac · M1 16GB Q8_0 ~1,192 3%

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