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attention residuals 100M full

General model by ethangou · 0.12B 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

attention residuals 100M full fits comfortably in your 24 GB Mac using Q8_0 quantization, using 3% of your RAM.

~1,340 tok/s

Q8_0 · 0.6 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.6 GB~1,340 tok/s✓
Q6_K 0.6 GB~1,759 tok/s✓
Q5_K_M 0.6 GB~2,069 tok/s✓
Q4_K_M 0.6 GB~2,426 tok/s✓
Q3_K_M 0.6 GB~2,931 tok/s✓
Q2_K 0.6 GB~3,803 tok/s✓

Specifications

Parameters116M
Architectureqwen3_attnres
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads1,134
View on HuggingFace →

Which Mac Can Run attention residuals 100M full?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~437 tok/s · 8% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~3,575 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~3,575 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~3,575 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~3,492 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~3,492 0%
Mac Studio · M2 Ultra 64GB Q8_0 ~3,492 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~3,492 0%
Mac Studio · M2 Ultra 192GB Q8_0 ~3,492 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~2,680 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~2,680 1%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~2,680 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~2,680 0%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~2,680 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~2,680 1%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~2,680 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~2,680 0%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~2,383 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~2,383 1%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~2,383 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~2,383 0%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~2,383 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~2,383 1%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~2,383 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~2,383 0%
Mac Studio · M4 Max 36GB Q8_0 ~2,383 2%
Mac Studio · M4 Max 48GB Q8_0 ~2,383 1%
Mac Studio · M4 Max 64GB Q8_0 ~2,383 1%
Mac Studio · M4 Max 128GB Q8_0 ~2,383 0%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~1,746 2%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~1,746 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~1,746 2%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~1,746 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~1,746 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~1,746 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~1,746 1%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~1,746 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~1,746 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~1,746 0%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~1,746 2%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~1,746 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~1,746 2%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~1,746 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~1,746 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~1,746 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~1,746 1%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~1,746 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~1,746 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~1,746 0%
Mac Studio · M1 Max 32GB Q8_0 ~1,746 2%
Mac Studio · M1 Max 64GB Q8_0 ~1,746 1%
Mac Studio · M2 Max 32GB Q8_0 ~1,746 2%
Mac Studio · M2 Max 64GB Q8_0 ~1,746 1%
Mac Studio · M2 Max 96GB Q8_0 ~1,746 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~1,340 3%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~1,340 1%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~1,340 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~1,340 3%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~1,340 1%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~1,340 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~1,192 3%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~1,192 1%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~1,192 3%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~1,192 1%
Mac mini · M4 Pro 24GB Q8_0 ~1,192 3%
Mac mini · M4 Pro 48GB Q8_0 ~1,192 1%
Mac mini · M4 Pro 64GB Q8_0 ~1,192 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~873 4%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~873 2%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~873 4%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~873 2%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~873 4%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~873 2%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~873 4%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~873 2%
Mac mini · M2 Pro 16GB Q8_0 ~873 4%
Mac mini · M2 Pro 32GB Q8_0 ~873 2%
MacBook Air · M5 16GB Q8_0 ~668 4%
MacBook Air · M5 24GB Q8_0 ~668 3%
MacBook Air · M5 32GB Q8_0 ~668 2%
MacBook Pro 14" · M5 16GB Q8_0 ~668 4%
MacBook Pro 14" · M5 24GB Q8_0 ~668 3%
MacBook Pro 14" · M5 32GB Q8_0 ~668 2%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~655 4%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~655 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~655 4%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~655 2%
MacBook Air · M4 16GB Q8_0 ~524 4%
MacBook Air · M4 24GB Q8_0 ~524 3%
MacBook Air · M4 32GB Q8_0 ~524 2%
MacBook Pro 14" · M4 16GB Q8_0 ~524 4%
MacBook Pro 14" · M4 24GB Q8_0 ~524 3%
MacBook Pro 14" · M4 32GB Q8_0 ~524 2%
Mac mini · M4 16GB Q8_0 ~524 4%
Mac mini · M4 24GB Q8_0 ~524 3%
Mac mini · M4 32GB Q8_0 ~524 2%
iMac · M4 16GB Q8_0 ~524 4%
iMac · M4 24GB Q8_0 ~524 3%
iMac · M4 32GB Q8_0 ~524 2%
MacBook Air · M2 8GB Q8_0 ~437 8%
MacBook Air · M2 16GB Q8_0 ~437 4%
MacBook Air · M2 24GB Q8_0 ~437 3%
MacBook Air · M3 8GB Q8_0 ~437 8%
MacBook Air · M3 16GB Q8_0 ~437 4%
MacBook Air · M3 24GB Q8_0 ~437 3%
MacBook Pro 14" · M3 8GB Q8_0 ~437 8%
MacBook Pro 14" · M3 16GB Q8_0 ~437 4%
MacBook Pro 14" · M3 24GB Q8_0 ~437 3%
Mac mini · M2 8GB Q8_0 ~437 8%
Mac mini · M2 16GB Q8_0 ~437 4%
Mac mini · M2 24GB Q8_0 ~437 3%
iMac · M3 8GB Q8_0 ~437 8%
iMac · M3 16GB Q8_0 ~437 4%
iMac · M3 24GB Q8_0 ~437 3%
MacBook Air · M1 8GB Q8_0 ~298 8%
MacBook Air · M1 16GB Q8_0 ~298 4%
Mac mini · M1 8GB Q8_0 ~298 8%
Mac mini · M1 16GB Q8_0 ~298 4%
iMac · M1 8GB Q8_0 ~298 8%
iMac · M1 16GB Q8_0 ~298 4%

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