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KoRWKV 6B

General model by beomi · 6.53B 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

KoRWKV 6B fits comfortably in your 24 GB Mac using Q8_0 quantization, using 32% of your RAM.

~25 tok/s

Q8_0 · 7.8 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 7.8 GB~25 tok/s✓
Q6_K 6.2 GB~32 tok/s✓
Q5_K_M 5.4 GB~38 tok/s✓
Q4_K_M 4.7 GB~45 tok/s✓
Q3_K_M 4.1 GB~54 tok/s✓
Q2_K 3.3 GB~70 tok/s✓

Specifications

Parameters6.5B
Architecturerwkv
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM3.7 GB
HuggingFace Downloads1,173
View on HuggingFace →

Which Mac Can Run KoRWKV 6B?

Minimum Mac

MacBook Air — M2 8GB

Q6_K · ~11 tok/s · 77% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~66 8%
Mac Studio · M3 Ultra 256GB Q8_0 ~66 3%
Mac Studio · M3 Ultra 512GB Q8_0 ~66 2%
Mac Studio · M1 Ultra 64GB Q8_0 ~64 12%
Mac Studio · M1 Ultra 128GB Q8_0 ~64 6%
Mac Studio · M2 Ultra 64GB Q8_0 ~64 12%
Mac Studio · M2 Ultra 128GB Q8_0 ~64 6%
Mac Studio · M2 Ultra 192GB Q8_0 ~64 4%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~49 22%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~49 16%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~49 12%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~49 6%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~49 22%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~49 16%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~49 12%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~49 6%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~44 22%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~44 16%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~44 12%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~44 6%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~44 22%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~44 16%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~44 12%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~44 6%
Mac Studio · M4 Max 36GB Q8_0 ~44 22%
Mac Studio · M4 Max 48GB Q8_0 ~44 16%
Mac Studio · M4 Max 64GB Q8_0 ~44 12%
Mac Studio · M4 Max 128GB Q8_0 ~44 6%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~32 24%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~32 12%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~32 24%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~32 12%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~32 8%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~32 22%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~32 16%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~32 12%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~32 8%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~32 6%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~32 24%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~32 12%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~32 24%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~32 12%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~32 8%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~32 22%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~32 16%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~32 12%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~32 8%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~32 6%
Mac Studio · M1 Max 32GB Q8_0 ~32 24%
Mac Studio · M1 Max 64GB Q8_0 ~32 12%
Mac Studio · M2 Max 32GB Q8_0 ~32 24%
Mac Studio · M2 Max 64GB Q8_0 ~32 12%
Mac Studio · M2 Max 96GB Q8_0 ~32 8%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~25 32%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~25 16%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~25 12%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~25 32%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~25 16%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~25 12%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~22 32%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~22 16%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~22 32%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~22 16%
Mac mini · M4 Pro 24GB Q8_0 ~22 32%
Mac mini · M4 Pro 48GB Q8_0 ~22 16%
Mac mini · M4 Pro 64GB Q8_0 ~22 12%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~16 49%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~16 24%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~16 49%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~16 24%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~16 49%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~16 24%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~16 49%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~16 24%
Mac mini · M2 Pro 16GB Q8_0 ~16 49%
Mac mini · M2 Pro 32GB Q8_0 ~16 24%
MacBook Air · M5 16GB Q8_0 ~12 49%
MacBook Air · M5 24GB Q8_0 ~12 32%
MacBook Air · M5 32GB Q8_0 ~12 24%
MacBook Pro 14" · M5 16GB Q8_0 ~12 49%
MacBook Pro 14" · M5 24GB Q8_0 ~12 32%
MacBook Pro 14" · M5 32GB Q8_0 ~12 24%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~12 43%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~12 22%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~12 43%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~12 22%
MacBook Air · M2 8GB Q6_K ~11 77%
MacBook Air · M3 8GB Q6_K ~11 77%
MacBook Pro 14" · M3 8GB Q6_K ~11 77%
Mac mini · M2 8GB Q6_K ~11 77%
iMac · M3 8GB Q6_K ~11 77%
MacBook Air · M4 16GB Q8_0 ~10 49%
MacBook Air · M4 24GB Q8_0 ~10 32%
MacBook Air · M4 32GB Q8_0 ~10 24%
MacBook Pro 14" · M4 16GB Q8_0 ~10 49%
MacBook Pro 14" · M4 24GB Q8_0 ~10 32%
MacBook Pro 14" · M4 32GB Q8_0 ~10 24%
Mac mini · M4 16GB Q8_0 ~10 49%
Mac mini · M4 24GB Q8_0 ~10 32%
Mac mini · M4 32GB Q8_0 ~10 24%
iMac · M4 16GB Q8_0 ~10 49%
iMac · M4 24GB Q8_0 ~10 32%
iMac · M4 32GB Q8_0 ~10 24%
MacBook Air · M2 16GB Q8_0 ~8 49%
MacBook Air · M2 24GB Q8_0 ~8 32%
MacBook Air · M3 16GB Q8_0 ~8 49%
MacBook Air · M3 24GB Q8_0 ~8 32%
MacBook Pro 14" · M3 16GB Q8_0 ~8 49%
MacBook Pro 14" · M3 24GB Q8_0 ~8 32%
Mac mini · M2 16GB Q8_0 ~8 49%
Mac mini · M2 24GB Q8_0 ~8 32%
iMac · M3 16GB Q8_0 ~8 49%
iMac · M3 24GB Q8_0 ~8 32%
MacBook Air · M1 8GB Q6_K ~7 77%
Mac mini · M1 8GB Q6_K ~7 77%
iMac · M1 8GB Q6_K ~7 77%
MacBook Air · M1 16GB Q8_0 ~5 49%
Mac mini · M1 16GB Q8_0 ~5 49%
iMac · M1 16GB Q8_0 ~5 49%

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