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frankentalkie 20b

General model by abstract4700 · 19.58B parameters

By , Founder & Lead Engineer
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

frankentalkie 20b fits comfortably in your 24 GB Mac using Q6_K quantization, using 73% of your RAM.

~11 tok/s

Q6_K · 17.4 GB · Estimated

Run it now. Download free No account, no caps, no terminal.

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 22.3 GB~8 tok/s
Q6_K Recommended 17.4 GB~11 tok/s
Q5_K_M 15.1 GB~13 tok/s
Q4_K_M 13.1 GB~15 tok/s
Q3_K_M 11.2 GB~18 tok/s
Q2_K 9.0 GB~23 tok/s

Specifications

Parameters19.6B
Architecturetalkie
Context Length2K
CategoryGeneral
Formatgguf
Minimum RAM10.9 GB
Licenseapache-2.0

Which Mac Can Run frankentalkie 20b?

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 Pro 14" — M5 Pro 24GB

Q6_K · ~11 tok/s · 73% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~22 23%
Mac Studio · M3 Ultra 256GB Q8_0 ~22 9%
Mac Studio · M3 Ultra 512GB Q8_0 ~22 4%
Mac Studio · M1 Ultra 64GB Q8_0 ~21 35%
Mac Studio · M1 Ultra 128GB Q8_0 ~21 17%
Mac Studio · M2 Ultra 64GB Q8_0 ~21 35%
Mac Studio · M2 Ultra 128GB Q8_0 ~21 17%
Mac Studio · M2 Ultra 192GB Q8_0 ~21 12%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~16 62%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~16 47%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~16 35%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~16 17%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~16 62%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~16 47%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~16 35%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~16 17%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~15 62%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~15 47%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~15 35%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~15 17%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~15 62%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~15 47%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~15 35%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~15 17%
Mac Studio · M4 Max 36GB Q8_0 ~15 62%
Mac Studio · M4 Max 48GB Q8_0 ~15 47%
Mac Studio · M4 Max 64GB Q8_0 ~15 35%
Mac Studio · M4 Max 128GB Q8_0 ~15 17%
MacBook Pro 14" · M5 Pro 24GB Q6_K ~11 73%
MacBook Pro 16" · M5 Pro 24GB Q6_K ~11 73%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~11 70%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~11 35%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~11 70%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~11 35%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~11 23%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~11 62%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~11 47%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~11 35%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~11 23%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~11 17%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~11 70%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~11 35%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~11 70%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~11 35%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~11 23%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~11 62%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~11 47%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~11 35%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~11 23%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~11 17%
Mac Studio · M1 Max 32GB Q8_0 ~11 70%
Mac Studio · M1 Max 64GB Q8_0 ~11 35%
Mac Studio · M2 Max 32GB Q8_0 ~11 70%
Mac Studio · M2 Max 64GB Q8_0 ~11 35%
Mac Studio · M2 Max 96GB Q8_0 ~11 23%
MacBook Pro 14" · M4 Pro 24GB Q6_K ~10 73%
MacBook Pro 16" · M4 Pro 24GB Q6_K ~10 73%
Mac mini · M4 Pro 24GB Q6_K ~10 73%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~8 47%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~8 35%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~8 47%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~8 35%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~7 47%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~7 47%
Mac mini · M4 Pro 48GB Q8_0 ~7 47%
Mac mini · M4 Pro 64GB Q8_0 ~7 35%
MacBook Air · M5 24GB Q6_K ~5 73%
MacBook Pro 14" · M5 24GB Q6_K ~5 73%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~5 70%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~5 70%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~5 70%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~5 70%
Mac mini · M2 Pro 32GB Q8_0 ~5 70%
MacBook Air · M4 24GB Q6_K ~4 73%
MacBook Pro 14" · M4 24GB Q6_K ~4 73%
Mac mini · M4 24GB Q6_K ~4 73%
iMac · M4 24GB Q6_K ~4 73%
MacBook Air · M5 32GB Q8_0 ~4 70%
MacBook Pro 14" · M5 32GB Q8_0 ~4 70%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~4 62%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~4 62%
MacBook Air · M2 24GB Q6_K ~4 73%
MacBook Air · M3 24GB Q6_K ~4 73%
MacBook Pro 14" · M3 24GB Q6_K ~4 73%
Mac mini · M2 24GB Q6_K ~4 73%
iMac · M3 24GB Q6_K ~4 73%
MacBook Air · M4 32GB Q8_0 ~3 70%
MacBook Pro 14" · M4 32GB Q8_0 ~3 70%
Mac mini · M4 32GB Q8_0 ~3 70%
iMac · M4 32GB Q8_0 ~3 70%
MacBook Pro 14" · M1 Pro 16GB Q4_K_M ~10 82%
MacBook Pro 14" · M2 Pro 16GB Q4_K_M ~10 82%
MacBook Pro 16" · M1 Pro 16GB Q4_K_M ~10 82%
MacBook Pro 16" · M2 Pro 16GB Q4_K_M ~10 82%
Mac mini · M2 Pro 16GB Q4_K_M ~10 82%
MacBook Air · M5 16GB Q4_K_M ~7 82%
MacBook Pro 14" · M5 16GB Q4_K_M ~7 82%
MacBook Pro 14" · M3 Pro 18GB Q5_K_M ~6 84%
MacBook Pro 16" · M3 Pro 18GB Q5_K_M ~6 84%
MacBook Air · M4 16GB Q4_K_M ~6 82%
MacBook Pro 14" · M4 16GB Q4_K_M ~6 82%
Mac mini · M4 16GB Q4_K_M ~6 82%
iMac · M4 16GB Q4_K_M ~6 82%
MacBook Air · M2 16GB Q4_K_M ~5 82%
MacBook Air · M3 16GB Q4_K_M ~5 82%
MacBook Pro 14" · M3 16GB Q4_K_M ~5 82%
Mac mini · M2 16GB Q4_K_M ~5 82%
iMac · M3 16GB Q4_K_M ~5 82%
MacBook Air · M1 16GB Q4_K_M ~3 82%
Mac mini · M1 16GB Q4_K_M ~3 82%
iMac · M1 16GB Q4_K_M ~3 82%
MacBook Air · M2 8GB 113%
MacBook Air · M3 8GB 113%
MacBook Pro 14" · M3 8GB 113%
Mac mini · M2 8GB 113%
iMac · M3 8GB 113%
MacBook Air · M1 8GB 113%
Mac mini · M1 8GB 113%
iMac · M1 8GB 113%

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