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AyurParam

General model by bharatgenai · 2.86B 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

AyurParam fits comfortably in your 24 GB Mac using Q8_0 quantization, using 15% of your RAM.

~56tok/s
Q8_03.7 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters2.9B
Architectureparambharatgen
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1.6 GB
Licenseapache-2.0
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 3.7 GB~56 tok/s✓
Q6_K 3.0 GB~74 tok/s✓
Q5_K_M 2.6 GB~87 tok/s✓
Q4_K_M 2.3 GB~102 tok/s✓
Q3_K_M 2.1 GB~123 tok/s✓
Q2_K 1.7 GB~160 tok/s✓

Which Mac Can Run AyurParam?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~18 tok/s · 46% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~150 4%
Mac Studio · M3 Ultra 256GB Q8_0 ~150 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~150 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~147 6%
Mac Studio · M1 Ultra 128GB Q8_0 ~147 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~147 6%
Mac Studio · M2 Ultra 128GB Q8_0 ~147 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~147 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~112 10%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~112 8%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~112 6%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~112 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~112 10%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~112 8%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~112 6%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~112 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~100 10%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~100 8%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~100 6%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~100 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~100 10%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~100 8%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~100 6%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~100 3%
Mac Studio · M4 Max 36GB Q8_0 ~100 10%
Mac Studio · M4 Max 48GB Q8_0 ~100 8%
Mac Studio · M4 Max 64GB Q8_0 ~100 6%
Mac Studio · M4 Max 128GB Q8_0 ~100 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~73 12%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~73 6%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~73 12%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~73 6%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~73 4%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~73 10%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~73 8%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~73 6%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~73 4%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~73 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~73 12%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~73 6%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~73 12%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~73 6%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~73 4%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~73 10%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~73 8%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~73 6%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~73 4%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~73 3%
Mac Studio · M1 Max 32GB Q8_0 ~73 12%
Mac Studio · M1 Max 64GB Q8_0 ~73 6%
Mac Studio · M2 Max 32GB Q8_0 ~73 12%
Mac Studio · M2 Max 64GB Q8_0 ~73 6%
Mac Studio · M2 Max 96GB Q8_0 ~73 4%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~56 15%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~56 8%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~56 6%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~56 15%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~56 8%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~56 6%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~50 15%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~50 8%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~50 15%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~50 8%
Mac mini · M4 Pro 24GB Q8_0 ~50 15%
Mac mini · M4 Pro 48GB Q8_0 ~50 8%
Mac mini · M4 Pro 64GB Q8_0 ~50 6%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~37 23%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~37 12%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~37 23%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~37 12%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~37 23%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~37 12%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~37 23%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~37 12%
Mac mini · M2 Pro 16GB Q8_0 ~37 23%
Mac mini · M2 Pro 32GB Q8_0 ~37 12%
MacBook Air · M5 16GB Q8_0 ~28 23%
MacBook Air · M5 24GB Q8_0 ~28 15%
MacBook Air · M5 32GB Q8_0 ~28 12%
MacBook Pro 14" · M5 16GB Q8_0 ~28 23%
MacBook Pro 14" · M5 24GB Q8_0 ~28 15%
MacBook Pro 14" · M5 32GB Q8_0 ~28 12%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~27 21%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~27 10%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~27 21%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~27 10%
MacBook Air · M4 16GB Q8_0 ~22 23%
MacBook Air · M4 24GB Q8_0 ~22 15%
MacBook Air · M4 32GB Q8_0 ~22 12%
MacBook Pro 14" · M4 16GB Q8_0 ~22 23%
MacBook Pro 14" · M4 24GB Q8_0 ~22 15%
MacBook Pro 14" · M4 32GB Q8_0 ~22 12%
Mac mini · M4 16GB Q8_0 ~22 23%
Mac mini · M4 24GB Q8_0 ~22 15%
Mac mini · M4 32GB Q8_0 ~22 12%
iMac · M4 16GB Q8_0 ~22 23%
iMac · M4 24GB Q8_0 ~22 15%
iMac · M4 32GB Q8_0 ~22 12%
MacBook Air · M2 8GB Q8_0 ~18 46%
MacBook Air · M2 16GB Q8_0 ~18 23%
MacBook Air · M2 24GB Q8_0 ~18 15%
MacBook Air · M3 8GB Q8_0 ~18 46%
MacBook Air · M3 16GB Q8_0 ~18 23%
MacBook Air · M3 24GB Q8_0 ~18 15%
MacBook Pro 14" · M3 8GB Q8_0 ~18 46%
MacBook Pro 14" · M3 16GB Q8_0 ~18 23%
MacBook Pro 14" · M3 24GB Q8_0 ~18 15%
Mac mini · M2 8GB Q8_0 ~18 46%
Mac mini · M2 16GB Q8_0 ~18 23%
Mac mini · M2 24GB Q8_0 ~18 15%
iMac · M3 8GB Q8_0 ~18 46%
iMac · M3 16GB Q8_0 ~18 23%
iMac · M3 24GB Q8_0 ~18 15%
MacBook Air · M1 8GB Q8_0 ~13 46%
MacBook Air · M1 16GB Q8_0 ~13 23%
Mac mini · M1 8GB Q8_0 ~13 46%
Mac mini · M1 16GB Q8_0 ~13 23%
iMac · M1 8GB Q8_0 ~13 46%
iMac · M1 16GB Q8_0 ~13 23%

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