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beetle bilingual l2 50 simultaneous b2 humanscale nld eng lr b2

General model by beetle-humanscale · 0.19B 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

beetle bilingual l2 50 simultaneous b2 humanscale nld eng lr b2 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~846 tok/s

Q8_0 · 0.7 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.7 GB~846 tok/s✓
Q6_K 0.7 GB~1,111 tok/s✓
Q5_K_M 0.6 GB~1,307 tok/s✓
Q4_K_M 0.6 GB~1,532 tok/s✓
Q3_K_M 0.6 GB~1,851 tok/s✓
Q2_K 0.6 GB~2,402 tok/s✓

Specifications

Parameters194M
Architecturepico_decoder
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads3,324
View on HuggingFace →

Which Mac Can Run beetle bilingual l2 50 simultaneous b2 humanscale nld eng lr b2?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~276 tok/s · 9% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~2,258 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~2,258 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~2,258 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~2,206 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~2,206 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~2,206 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~2,206 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~2,206 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~1,693 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~1,693 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~1,693 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~1,693 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~1,693 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~1,693 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~1,693 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~1,693 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~1,505 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~1,505 1%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~1,505 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~1,505 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~1,505 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~1,505 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~1,505 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~1,505 1%
Mac Studio · M4 Max 36GB Q8_0 ~1,505 2%
Mac Studio · M4 Max 48GB Q8_0 ~1,505 1%
Mac Studio · M4 Max 64GB Q8_0 ~1,505 1%
Mac Studio · M4 Max 128GB Q8_0 ~1,505 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~1,103 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~1,103 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~1,103 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~1,103 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~1,103 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~1,103 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~1,103 1%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~1,103 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~1,103 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~1,103 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~1,103 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~1,103 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~1,103 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~1,103 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~1,103 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~1,103 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~1,103 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~1,103 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~1,103 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~1,103 1%
Mac Studio · M1 Max 32GB Q8_0 ~1,103 2%
Mac Studio · M1 Max 64GB Q8_0 ~1,103 1%
Mac Studio · M2 Max 32GB Q8_0 ~1,103 2%
Mac Studio · M2 Max 64GB Q8_0 ~1,103 1%
Mac Studio · M2 Max 96GB Q8_0 ~1,103 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~846 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~846 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~846 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~846 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~846 1%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~846 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~753 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~753 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~753 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~753 1%
Mac mini · M4 Pro 24GB Q8_0 ~753 3%
Mac mini · M4 Pro 48GB Q8_0 ~753 1%
Mac mini · M4 Pro 64GB Q8_0 ~753 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~551 4%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~551 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~551 4%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~551 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~551 4%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~551 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~551 4%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~551 2%
Mac mini · M2 Pro 16GB Q8_0 ~551 4%
Mac mini · M2 Pro 32GB Q8_0 ~551 2%
MacBook Air · M5 16GB Q8_0 ~422 4%
MacBook Air · M5 24GB Q8_0 ~422 3%
MacBook Air · M5 32GB Q8_0 ~422 2%
MacBook Pro 14" · M5 16GB Q8_0 ~422 4%
MacBook Pro 14" · M5 24GB Q8_0 ~422 3%
MacBook Pro 14" · M5 32GB Q8_0 ~422 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~414 4%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~414 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~414 4%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~414 2%
MacBook Air · M4 16GB Q8_0 ~331 4%
MacBook Air · M4 24GB Q8_0 ~331 3%
MacBook Air · M4 32GB Q8_0 ~331 2%
MacBook Pro 14" · M4 16GB Q8_0 ~331 4%
MacBook Pro 14" · M4 24GB Q8_0 ~331 3%
MacBook Pro 14" · M4 32GB Q8_0 ~331 2%
Mac mini · M4 16GB Q8_0 ~331 4%
Mac mini · M4 24GB Q8_0 ~331 3%
Mac mini · M4 32GB Q8_0 ~331 2%
iMac · M4 16GB Q8_0 ~331 4%
iMac · M4 24GB Q8_0 ~331 3%
iMac · M4 32GB Q8_0 ~331 2%
MacBook Air · M2 8GB Q8_0 ~276 9%
MacBook Air · M2 16GB Q8_0 ~276 4%
MacBook Air · M2 24GB Q8_0 ~276 3%
MacBook Air · M3 8GB Q8_0 ~276 9%
MacBook Air · M3 16GB Q8_0 ~276 4%
MacBook Air · M3 24GB Q8_0 ~276 3%
MacBook Pro 14" · M3 8GB Q8_0 ~276 9%
MacBook Pro 14" · M3 16GB Q8_0 ~276 4%
MacBook Pro 14" · M3 24GB Q8_0 ~276 3%
Mac mini · M2 8GB Q8_0 ~276 9%
Mac mini · M2 16GB Q8_0 ~276 4%
Mac mini · M2 24GB Q8_0 ~276 3%
iMac · M3 8GB Q8_0 ~276 9%
iMac · M3 16GB Q8_0 ~276 4%
iMac · M3 24GB Q8_0 ~276 3%
MacBook Air · M1 8GB Q8_0 ~188 9%
MacBook Air · M1 16GB Q8_0 ~188 4%
Mac mini · M1 8GB Q8_0 ~188 9%
Mac mini · M1 16GB Q8_0 ~188 4%
iMac · M1 8GB Q8_0 ~188 9%
iMac · M1 16GB Q8_0 ~188 4%

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