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HRM Text 1B

General model by sapientinc · 1.18B 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

HRM Text 1B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 8% of your RAM.

~136 tok/s

Q8_0 · 1.8 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.8 GB~136 tok/s✓
Q6_K 1.5 GB~179 tok/s✓
Q5_K_M 1.4 GB~210 tok/s✓
Q4_K_M 1.3 GB~247 tok/s✓
Q3_K_M 1.1 GB~298 tok/s✓
Q2_K 1.0 GB~387 tok/s✓

Specifications

Parameters1.2B
Architecturehrm_text
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
HuggingFace Downloads83,873
View on HuggingFace →

Which Mac Can Run HRM Text 1B?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~44 tok/s · 23% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~364 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~364 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~364 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~355 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~355 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~355 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~355 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~355 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~273 5%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~273 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~273 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~273 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~273 5%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~273 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~273 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~273 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~242 5%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~242 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~242 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~242 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~242 5%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~242 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~242 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~242 1%
Mac Studio · M4 Max 36GB Q8_0 ~242 5%
Mac Studio · M4 Max 48GB Q8_0 ~242 4%
Mac Studio · M4 Max 64GB Q8_0 ~242 3%
Mac Studio · M4 Max 128GB Q8_0 ~242 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~178 6%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~178 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~178 6%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~178 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~178 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~178 5%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~178 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~178 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~178 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~178 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~178 6%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~178 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~178 6%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~178 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~178 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~178 5%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~178 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~178 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~178 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~178 1%
Mac Studio · M1 Max 32GB Q8_0 ~178 6%
Mac Studio · M1 Max 64GB Q8_0 ~178 3%
Mac Studio · M2 Max 32GB Q8_0 ~178 6%
Mac Studio · M2 Max 64GB Q8_0 ~178 3%
Mac Studio · M2 Max 96GB Q8_0 ~178 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~136 8%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~136 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~136 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~136 8%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~136 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~136 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~121 8%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~121 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~121 8%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~121 4%
Mac mini · M4 Pro 24GB Q8_0 ~121 8%
Mac mini · M4 Pro 48GB Q8_0 ~121 4%
Mac mini · M4 Pro 64GB Q8_0 ~121 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~89 11%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~89 6%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~89 11%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~89 6%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~89 11%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~89 6%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~89 11%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~89 6%
Mac mini · M2 Pro 16GB Q8_0 ~89 11%
Mac mini · M2 Pro 32GB Q8_0 ~89 6%
MacBook Air · M5 16GB Q8_0 ~68 11%
MacBook Air · M5 24GB Q8_0 ~68 8%
MacBook Air · M5 32GB Q8_0 ~68 6%
MacBook Pro 14" · M5 16GB Q8_0 ~68 11%
MacBook Pro 14" · M5 24GB Q8_0 ~68 8%
MacBook Pro 14" · M5 32GB Q8_0 ~68 6%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~67 10%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~67 5%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~67 10%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~67 5%
MacBook Air · M4 16GB Q8_0 ~53 11%
MacBook Air · M4 24GB Q8_0 ~53 8%
MacBook Air · M4 32GB Q8_0 ~53 6%
MacBook Pro 14" · M4 16GB Q8_0 ~53 11%
MacBook Pro 14" · M4 24GB Q8_0 ~53 8%
MacBook Pro 14" · M4 32GB Q8_0 ~53 6%
Mac mini · M4 16GB Q8_0 ~53 11%
Mac mini · M4 24GB Q8_0 ~53 8%
Mac mini · M4 32GB Q8_0 ~53 6%
iMac · M4 16GB Q8_0 ~53 11%
iMac · M4 24GB Q8_0 ~53 8%
iMac · M4 32GB Q8_0 ~53 6%
MacBook Air · M2 8GB Q8_0 ~44 23%
MacBook Air · M2 16GB Q8_0 ~44 11%
MacBook Air · M2 24GB Q8_0 ~44 8%
MacBook Air · M3 8GB Q8_0 ~44 23%
MacBook Air · M3 16GB Q8_0 ~44 11%
MacBook Air · M3 24GB Q8_0 ~44 8%
MacBook Pro 14" · M3 8GB Q8_0 ~44 23%
MacBook Pro 14" · M3 16GB Q8_0 ~44 11%
MacBook Pro 14" · M3 24GB Q8_0 ~44 8%
Mac mini · M2 8GB Q8_0 ~44 23%
Mac mini · M2 16GB Q8_0 ~44 11%
Mac mini · M2 24GB Q8_0 ~44 8%
iMac · M3 8GB Q8_0 ~44 23%
iMac · M3 16GB Q8_0 ~44 11%
iMac · M3 24GB Q8_0 ~44 8%
MacBook Air · M1 8GB Q8_0 ~30 23%
MacBook Air · M1 16GB Q8_0 ~30 11%
Mac mini · M1 8GB Q8_0 ~30 23%
Mac mini · M1 16GB Q8_0 ~30 11%
iMac · M1 8GB Q8_0 ~30 23%
iMac · M1 16GB Q8_0 ~30 11%

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