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Swallow 7b hf

General model by tokyotech-llm · 6.83B 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

Swallow 7b hf fits comfortably in your 24 GB Mac using Q8_0 quantization, using 34% of your RAM.

~24 tok/s

Q8_0 · 8.1 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 8.1 GB~24 tok/s✓
Q6_K 6.4 GB~31 tok/s✓
Q5_K_M 5.6 GB~36 tok/s✓
Q4_K_M 4.9 GB~43 tok/s✓
Q3_K_M 4.2 GB~52 tok/s✓
Q2_K 3.5 GB~67 tok/s✓

Specifications

Parameters6.8B
Architecturellama
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM3.8 GB
HuggingFace Downloads1,364

GGUF Sources

mradermacher
View on HuggingFace →

Which Mac Can Run Swallow 7b hf?

Minimum Mac

MacBook Air — M2 8GB

Q6_K · ~10 tok/s · 80% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~63 8%
Mac Studio · M3 Ultra 256GB Q8_0 ~63 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~63 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~61 13%
Mac Studio · M1 Ultra 128GB Q8_0 ~61 6%
Mac Studio · M2 Ultra 64GB Q8_0 ~61 13%
Mac Studio · M2 Ultra 128GB Q8_0 ~61 6%
Mac Studio · M2 Ultra 192GB Q8_0 ~61 4%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~47 23%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~47 17%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~47 13%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~47 6%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~47 23%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~47 17%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~47 13%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~47 6%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~42 23%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~42 17%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~42 13%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~42 6%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~42 23%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~42 17%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~42 13%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~42 6%
Mac Studio · M4 Max 36GB Q8_0 ~42 23%
Mac Studio · M4 Max 48GB Q8_0 ~42 17%
Mac Studio · M4 Max 64GB Q8_0 ~42 13%
Mac Studio · M4 Max 128GB Q8_0 ~42 6%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~31 25%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~31 13%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~31 25%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~31 13%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~31 8%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~31 23%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~31 17%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~31 13%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~31 8%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~31 6%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~31 25%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~31 13%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~31 25%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~31 13%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~31 8%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~31 23%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~31 17%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~31 13%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~31 8%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~31 6%
Mac Studio · M1 Max 32GB Q8_0 ~31 25%
Mac Studio · M1 Max 64GB Q8_0 ~31 13%
Mac Studio · M2 Max 32GB Q8_0 ~31 25%
Mac Studio · M2 Max 64GB Q8_0 ~31 13%
Mac Studio · M2 Max 96GB Q8_0 ~31 8%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~24 34%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~24 17%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~24 13%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~24 34%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~24 17%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~24 13%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~21 34%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~21 17%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~21 34%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~21 17%
Mac mini · M4 Pro 24GB Q8_0 ~21 34%
Mac mini · M4 Pro 48GB Q8_0 ~21 17%
Mac mini · M4 Pro 64GB Q8_0 ~21 13%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~15 51%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~15 25%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~15 51%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~15 25%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~15 51%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~15 25%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~15 51%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~15 25%
Mac mini · M2 Pro 16GB Q8_0 ~15 51%
Mac mini · M2 Pro 32GB Q8_0 ~15 25%
MacBook Air · M5 16GB Q8_0 ~12 51%
MacBook Air · M5 24GB Q8_0 ~12 34%
MacBook Air · M5 32GB Q8_0 ~12 25%
MacBook Pro 14" · M5 16GB Q8_0 ~12 51%
MacBook Pro 14" · M5 24GB Q8_0 ~12 34%
MacBook Pro 14" · M5 32GB Q8_0 ~12 25%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~12 45%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~12 23%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~12 45%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~12 23%
MacBook Air · M2 8GB Q6_K ~10 80%
MacBook Air · M3 8GB Q6_K ~10 80%
MacBook Pro 14" · M3 8GB Q6_K ~10 80%
Mac mini · M2 8GB Q6_K ~10 80%
iMac · M3 8GB Q6_K ~10 80%
MacBook Air · M4 16GB Q8_0 ~9 51%
MacBook Air · M4 24GB Q8_0 ~9 34%
MacBook Air · M4 32GB Q8_0 ~9 25%
MacBook Pro 14" · M4 16GB Q8_0 ~9 51%
MacBook Pro 14" · M4 24GB Q8_0 ~9 34%
MacBook Pro 14" · M4 32GB Q8_0 ~9 25%
Mac mini · M4 16GB Q8_0 ~9 51%
Mac mini · M4 24GB Q8_0 ~9 34%
Mac mini · M4 32GB Q8_0 ~9 25%
iMac · M4 16GB Q8_0 ~9 51%
iMac · M4 24GB Q8_0 ~9 34%
iMac · M4 32GB Q8_0 ~9 25%
MacBook Air · M2 16GB Q8_0 ~8 51%
MacBook Air · M2 24GB Q8_0 ~8 34%
MacBook Air · M3 16GB Q8_0 ~8 51%
MacBook Air · M3 24GB Q8_0 ~8 34%
MacBook Pro 14" · M3 16GB Q8_0 ~8 51%
MacBook Pro 14" · M3 24GB Q8_0 ~8 34%
Mac mini · M2 16GB Q8_0 ~8 51%
Mac mini · M2 24GB Q8_0 ~8 34%
iMac · M3 16GB Q8_0 ~8 51%
iMac · M3 24GB Q8_0 ~8 34%
MacBook Air · M1 8GB Q6_K ~7 80%
Mac mini · M1 8GB Q6_K ~7 80%
iMac · M1 8GB Q6_K ~7 80%
MacBook Air · M1 16GB Q8_0 ~5 51%
Mac mini · M1 16GB Q8_0 ~5 51%
iMac · M1 16GB Q8_0 ~5 51%

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