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adaptive world grpo qwen2.5 3b

General model by prothamd · 3.09B 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

adaptive world grpo qwen2.5 3b fits comfortably in your 24 GB Mac using Q8_0 quantization, using 16% of your RAM.

~52 tok/s

Q8_0 · 3.9 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.9 GB~52 tok/s✓
Q6_K 3.2 GB~68 tok/s✓
Q5_K_M 2.8 GB~80 tok/s✓
Q4_K_M 2.5 GB~94 tok/s✓
Q3_K_M 2.2 GB~114 tok/s✓
Q2_K 1.8 GB~148 tok/s✓

Specifications

Parameters3.1B
Architectureqwen2
Context Length4K
CategoryGeneral
Capabilitiestool_use
Formatgguf
Minimum RAM1.7 GB
HuggingFace Downloads1,421
View on HuggingFace →

Which Mac Can Run adaptive world grpo qwen2.5 3b?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~17 tok/s · 49% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~139 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~139 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~139 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~136 6%
Mac Studio · M1 Ultra 128GB Q8_0 ~136 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~136 6%
Mac Studio · M2 Ultra 128GB Q8_0 ~136 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~136 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~104 11%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~104 8%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~104 6%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~104 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~104 11%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~104 8%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~104 6%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~104 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~93 11%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~93 8%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~93 6%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~93 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~93 11%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~93 8%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~93 6%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~93 3%
Mac Studio · M4 Max 36GB Q8_0 ~93 11%
Mac Studio · M4 Max 48GB Q8_0 ~93 8%
Mac Studio · M4 Max 64GB Q8_0 ~93 6%
Mac Studio · M4 Max 128GB Q8_0 ~93 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~68 12%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~68 6%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~68 12%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~68 6%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~68 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~68 11%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~68 8%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~68 6%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~68 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~68 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~68 12%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~68 6%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~68 12%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~68 6%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~68 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~68 11%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~68 8%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~68 6%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~68 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~68 3%
Mac Studio · M1 Max 32GB Q8_0 ~68 12%
Mac Studio · M1 Max 64GB Q8_0 ~68 6%
Mac Studio · M2 Max 32GB Q8_0 ~68 12%
Mac Studio · M2 Max 64GB Q8_0 ~68 6%
Mac Studio · M2 Max 96GB Q8_0 ~68 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~52 16%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~52 8%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~52 6%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~52 16%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~52 8%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~52 6%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~46 16%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~46 8%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~46 16%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~46 8%
Mac mini · M4 Pro 24GB Q8_0 ~46 16%
Mac mini · M4 Pro 48GB Q8_0 ~46 8%
Mac mini · M4 Pro 64GB Q8_0 ~46 6%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~34 25%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~34 12%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~34 25%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~34 12%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~34 25%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~34 12%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~34 25%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~34 12%
Mac mini · M2 Pro 16GB Q8_0 ~34 25%
Mac mini · M2 Pro 32GB Q8_0 ~34 12%
MacBook Air · M5 16GB Q8_0 ~26 25%
MacBook Air · M5 24GB Q8_0 ~26 16%
MacBook Air · M5 32GB Q8_0 ~26 12%
MacBook Pro 14" · M5 16GB Q8_0 ~26 25%
MacBook Pro 14" · M5 24GB Q8_0 ~26 16%
MacBook Pro 14" · M5 32GB Q8_0 ~26 12%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~25 22%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~25 11%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~25 22%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~25 11%
MacBook Air · M4 16GB Q8_0 ~20 25%
MacBook Air · M4 24GB Q8_0 ~20 16%
MacBook Air · M4 32GB Q8_0 ~20 12%
MacBook Pro 14" · M4 16GB Q8_0 ~20 25%
MacBook Pro 14" · M4 24GB Q8_0 ~20 16%
MacBook Pro 14" · M4 32GB Q8_0 ~20 12%
Mac mini · M4 16GB Q8_0 ~20 25%
Mac mini · M4 24GB Q8_0 ~20 16%
Mac mini · M4 32GB Q8_0 ~20 12%
iMac · M4 16GB Q8_0 ~20 25%
iMac · M4 24GB Q8_0 ~20 16%
iMac · M4 32GB Q8_0 ~20 12%
MacBook Air · M2 8GB Q8_0 ~17 49%
MacBook Air · M2 16GB Q8_0 ~17 25%
MacBook Air · M2 24GB Q8_0 ~17 16%
MacBook Air · M3 8GB Q8_0 ~17 49%
MacBook Air · M3 16GB Q8_0 ~17 25%
MacBook Air · M3 24GB Q8_0 ~17 16%
MacBook Pro 14" · M3 8GB Q8_0 ~17 49%
MacBook Pro 14" · M3 16GB Q8_0 ~17 25%
MacBook Pro 14" · M3 24GB Q8_0 ~17 16%
Mac mini · M2 8GB Q8_0 ~17 49%
Mac mini · M2 16GB Q8_0 ~17 25%
Mac mini · M2 24GB Q8_0 ~17 16%
iMac · M3 8GB Q8_0 ~17 49%
iMac · M3 16GB Q8_0 ~17 25%
iMac · M3 24GB Q8_0 ~17 16%
MacBook Air · M1 8GB Q8_0 ~12 49%
MacBook Air · M1 16GB Q8_0 ~12 25%
Mac mini · M1 8GB Q8_0 ~12 49%
Mac mini · M1 16GB Q8_0 ~12 25%
iMac · M1 8GB Q8_0 ~12 49%
iMac · M1 16GB Q8_0 ~12 25%

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