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Qwen2.5 CascadeRL RM 72B

General model by nvidia · 71.46B 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

Won't Fit

Qwen2.5 CascadeRL RM 72B requires 31.6 GB which exceeds your available memory. You need a Mac with more RAM.

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 80.2 GB~2 tok/s
Q6_K 62.4 GB~3 tok/s
Q5_K_M 53.8 GB~3 tok/s
Q4_K_M 46.6 GB~4 tok/s
Q3_K_M 39.5 GB~5 tok/s
Q2_K 31.6 GB~6 tok/s

Specifications

Parameters71.5B
Architectureqwen2
Context Length33K
CategoryGeneral
Capabilitiestool_use
Formatgguf
Minimum RAM39.9 GB
HuggingFace Downloads2,081

Which Mac Can Run Qwen2.5 CascadeRL RM 72B?

Minimum Mac

Mac Studio — M3 Ultra 96GB

Q8_0 · ~6 tok/s · 84% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~6 84%
Mac Studio · M3 Ultra 256GB Q8_0 ~6 31%
Mac Studio · M3 Ultra 512GB Q8_0 ~6 16%
Mac Studio · M1 Ultra 128GB Q8_0 ~6 63%
Mac Studio · M2 Ultra 128GB Q8_0 ~6 63%
Mac Studio · M2 Ultra 192GB Q8_0 ~6 42%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~5 63%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~5 63%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~4 63%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~4 63%
Mac Studio · M4 Max 128GB Q8_0 ~4 63%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~3 84%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~3 84%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~3 63%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~3 84%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~3 84%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~3 63%
Mac Studio · M2 Max 96GB Q8_0 ~3 84%
MacBook Pro 14" · M5 Max 48GB Q3_K_M ~10 82%
MacBook Pro 16" · M5 Max 48GB Q3_K_M ~10 82%
Mac Studio · M1 Ultra 64GB Q5_K_M ~9 84%
Mac Studio · M2 Ultra 64GB Q5_K_M ~9 84%
MacBook Pro 14" · M4 Max 48GB Q3_K_M ~9 82%
MacBook Pro 16" · M4 Max 48GB Q3_K_M ~9 82%
Mac Studio · M4 Max 48GB Q3_K_M ~9 82%
MacBook Pro 14" · M5 Max 64GB Q5_K_M ~7 84%
MacBook Pro 16" · M5 Max 64GB Q5_K_M ~7 84%
MacBook Pro 14" · M3 Max 48GB Q3_K_M ~6 82%
MacBook Pro 16" · M3 Max 48GB Q3_K_M ~6 82%
MacBook Pro 14" · M4 Max 64GB Q5_K_M ~6 84%
MacBook Pro 16" · M4 Max 64GB Q5_K_M ~6 84%
Mac Studio · M4 Max 64GB Q5_K_M ~6 84%
MacBook Pro 14" · M5 Pro 48GB Q3_K_M ~5 82%
MacBook Pro 16" · M5 Pro 48GB Q3_K_M ~5 82%
MacBook Pro 14" · M1 Max 64GB Q5_K_M ~5 84%
MacBook Pro 14" · M2 Max 64GB Q5_K_M ~5 84%
MacBook Pro 14" · M3 Max 64GB Q5_K_M ~5 84%
MacBook Pro 16" · M1 Max 64GB Q5_K_M ~5 84%
MacBook Pro 16" · M2 Max 64GB Q5_K_M ~5 84%
MacBook Pro 16" · M3 Max 64GB Q5_K_M ~5 84%
Mac Studio · M1 Max 64GB Q5_K_M ~5 84%
Mac Studio · M2 Max 64GB Q5_K_M ~5 84%
MacBook Pro 14" · M4 Pro 48GB Q3_K_M ~4 82%
MacBook Pro 16" · M4 Pro 48GB Q3_K_M ~4 82%
Mac mini · M4 Pro 48GB Q3_K_M ~4 82%
MacBook Pro 14" · M5 Pro 64GB Q5_K_M ~3 84%
MacBook Pro 16" · M5 Pro 64GB Q5_K_M ~3 84%
Mac mini · M4 Pro 64GB Q5_K_M ~3 84%
MacBook Pro 14" · M5 Max 36GB 88%
MacBook Pro 16" · M5 Max 36GB 88%
MacBook Pro 14" · M4 Max 36GB 88%
MacBook Pro 16" · M4 Max 36GB 88%
Mac Studio · M4 Max 36GB 88%
MacBook Pro 14" · M1 Max 32GB 99%
MacBook Pro 14" · M2 Max 32GB 99%
MacBook Pro 14" · M3 Max 36GB 88%
MacBook Pro 16" · M1 Max 32GB 99%
MacBook Pro 16" · M2 Max 32GB 99%
MacBook Pro 16" · M3 Max 36GB 88%
Mac Studio · M1 Max 32GB 99%
Mac Studio · M2 Max 32GB 99%
MacBook Pro 14" · M5 Pro 24GB 132%
MacBook Pro 16" · M5 Pro 24GB 132%
MacBook Pro 14" · M4 Pro 24GB 132%
MacBook Pro 16" · M4 Pro 24GB 132%
Mac mini · M4 Pro 24GB 132%
MacBook Pro 14" · M1 Pro 16GB 198%
MacBook Pro 14" · M1 Pro 32GB 99%
MacBook Pro 14" · M2 Pro 16GB 198%
MacBook Pro 14" · M2 Pro 32GB 99%
MacBook Pro 16" · M1 Pro 16GB 198%
MacBook Pro 16" · M1 Pro 32GB 99%
MacBook Pro 16" · M2 Pro 16GB 198%
MacBook Pro 16" · M2 Pro 32GB 99%
Mac mini · M2 Pro 16GB 198%
Mac mini · M2 Pro 32GB 99%
MacBook Air · M5 16GB 198%
MacBook Air · M5 24GB 132%
MacBook Air · M5 32GB 99%
MacBook Pro 14" · M5 16GB 198%
MacBook Pro 14" · M5 24GB 132%
MacBook Pro 14" · M5 32GB 99%
MacBook Pro 14" · M3 Pro 18GB 176%
MacBook Pro 14" · M3 Pro 36GB 88%
MacBook Pro 16" · M3 Pro 18GB 176%
MacBook Pro 16" · M3 Pro 36GB 88%
MacBook Air · M4 16GB 198%
MacBook Air · M4 24GB 132%
MacBook Air · M4 32GB 99%
MacBook Pro 14" · M4 16GB 198%
MacBook Pro 14" · M4 24GB 132%
MacBook Pro 14" · M4 32GB 99%
Mac mini · M4 16GB 198%
Mac mini · M4 24GB 132%
Mac mini · M4 32GB 99%
iMac · M4 16GB 198%
iMac · M4 24GB 132%
iMac · M4 32GB 99%
MacBook Air · M2 8GB 395%
MacBook Air · M2 16GB 198%
MacBook Air · M2 24GB 132%
MacBook Air · M3 8GB 395%
MacBook Air · M3 16GB 198%
MacBook Air · M3 24GB 132%
MacBook Pro 14" · M3 8GB 395%
MacBook Pro 14" · M3 16GB 198%
MacBook Pro 14" · M3 24GB 132%
Mac mini · M2 8GB 395%
Mac mini · M2 16GB 198%
Mac mini · M2 24GB 132%
iMac · M3 8GB 395%
iMac · M3 16GB 198%
iMac · M3 24GB 132%
MacBook Air · M1 8GB 395%
MacBook Air · M1 16GB 198%
Mac mini · M1 8GB 395%
Mac mini · M1 16GB 198%
iMac · M1 8GB 395%
iMac · M1 16GB 198%

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