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Symbiotic Beta

General model by reaperdoesntknow · 3.57B 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, Mac mini M5 Pro

Runs Excellently

Symbiotic Beta fits comfortably in your 24 GB Mac using Q8_0 quantization, using 19% of your RAM.

~45tok/s
Q8_04.5 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters3.6B
Architecturesymbiotic-llm
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM2 GB
HuggingFace Downloads3,459
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.5 GB~45 tok/s✓
Q6_K 3.6 GB~59 tok/s✓
Q5_K_M 3.2 GB~70 tok/s✓
Q4_K_M 2.8 GB~82 tok/s✓
Q3_K_M 2.4 GB~99 tok/s✓
Q2_K 2.1 GB~128 tok/s✓

Which Mac Can Run Symbiotic Beta?

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 · ~15 tok/s · 56% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~180 5%
Mac Studio · M5 Ultra 256GB Q8_0 ~180 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~180 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~120 5%
Mac Studio · M3 Ultra 256GB Q8_0 ~120 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~120 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~117 7%
Mac Studio · M1 Ultra 128GB Q8_0 ~117 4%
Mac Studio · M2 Ultra 64GB Q8_0 ~117 7%
Mac Studio · M2 Ultra 128GB Q8_0 ~117 4%
Mac Studio · M2 Ultra 192GB Q8_0 ~117 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~90 12%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~90 9%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~90 7%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~90 4%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~90 12%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~90 9%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~90 7%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~90 4%
Mac Studio · M5 Max 36GB Q8_0 ~90 12%
Mac Studio · M5 Max 48GB Q8_0 ~90 9%
Mac Studio · M5 Max 64GB Q8_0 ~90 7%
Mac Studio · M5 Max 128GB Q8_0 ~90 4%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~80 12%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~80 9%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~80 7%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~80 4%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~80 12%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~80 9%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~80 7%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~80 4%
Mac Studio · M4 Max 36GB Q8_0 ~80 12%
Mac Studio · M4 Max 48GB Q8_0 ~80 9%
Mac Studio · M4 Max 64GB Q8_0 ~80 7%
Mac Studio · M4 Max 128GB Q8_0 ~80 4%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~59 14%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~59 7%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~59 14%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~59 7%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~59 5%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~59 12%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~59 9%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~59 7%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~59 5%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~59 4%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~59 14%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~59 7%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~59 14%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~59 7%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~59 5%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~59 12%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~59 9%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~59 7%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~59 5%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~59 4%
Mac Studio · M1 Max 32GB Q8_0 ~59 14%
Mac Studio · M1 Max 64GB Q8_0 ~59 7%
Mac Studio · M2 Max 32GB Q8_0 ~59 14%
Mac Studio · M2 Max 64GB Q8_0 ~59 7%
Mac Studio · M2 Max 96GB Q8_0 ~59 5%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~45 19%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~45 9%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~45 7%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~45 19%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~45 9%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~45 7%
Mac mini · M5 Pro 24GB Q8_0 ~45 19%
Mac mini · M5 Pro 48GB Q8_0 ~45 9%
Mac mini · M5 Pro 64GB Q8_0 ~45 7%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~40 19%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~40 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~40 19%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~40 9%
Mac mini · M4 Pro 24GB Q8_0 ~40 19%
Mac mini · M4 Pro 48GB Q8_0 ~40 9%
Mac mini · M4 Pro 64GB Q8_0 ~40 7%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~29 28%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~29 14%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~29 28%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~29 14%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~29 28%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~29 14%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~29 28%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~29 14%
Mac mini · M2 Pro 16GB Q8_0 ~29 28%
Mac mini · M2 Pro 32GB Q8_0 ~29 14%
Mac mini · M6 16GB Q8_0 ~25 28%
Mac mini · M6 24GB Q8_0 ~25 19%
Mac mini · M6 32GB Q8_0 ~25 14%
MacBook Air · M5 16GB Q8_0 ~22 28%
MacBook Air · M5 24GB Q8_0 ~22 19%
MacBook Air · M5 32GB Q8_0 ~22 14%
MacBook Pro 14" · M5 16GB Q8_0 ~22 28%
MacBook Pro 14" · M5 24GB Q8_0 ~22 19%
MacBook Pro 14" · M5 32GB Q8_0 ~22 14%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~22 25%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~22 12%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~22 25%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~22 12%
MacBook Air · M4 16GB Q8_0 ~18 28%
MacBook Air · M4 24GB Q8_0 ~18 19%
MacBook Air · M4 32GB Q8_0 ~18 14%
MacBook Pro 14" · M4 16GB Q8_0 ~18 28%
MacBook Pro 14" · M4 24GB Q8_0 ~18 19%
MacBook Pro 14" · M4 32GB Q8_0 ~18 14%
Mac mini · M4 16GB Q8_0 ~18 28%
Mac mini · M4 24GB Q8_0 ~18 19%
Mac mini · M4 32GB Q8_0 ~18 14%
iMac · M4 16GB Q8_0 ~18 28%
iMac · M4 24GB Q8_0 ~18 19%
iMac · M4 32GB Q8_0 ~18 14%
MacBook Air · M2 8GB Q8_0 ~15 56%
MacBook Air · M2 16GB Q8_0 ~15 28%
MacBook Air · M2 24GB Q8_0 ~15 19%
MacBook Air · M3 8GB Q8_0 ~15 56%
MacBook Air · M3 16GB Q8_0 ~15 28%
MacBook Air · M3 24GB Q8_0 ~15 19%
MacBook Pro 14" · M3 8GB Q8_0 ~15 56%
MacBook Pro 14" · M3 16GB Q8_0 ~15 28%
MacBook Pro 14" · M3 24GB Q8_0 ~15 19%
Mac mini · M2 8GB Q8_0 ~15 56%
Mac mini · M2 16GB Q8_0 ~15 28%
Mac mini · M2 24GB Q8_0 ~15 19%
iMac · M3 8GB Q8_0 ~15 56%
iMac · M3 16GB Q8_0 ~15 28%
iMac · M3 24GB Q8_0 ~15 19%
MacBook Air · M1 8GB Q8_0 ~10 56%
MacBook Air · M1 16GB Q8_0 ~10 28%
Mac mini · M1 8GB Q8_0 ~10 56%
Mac mini · M1 16GB Q8_0 ~10 28%
iMac · M1 8GB Q8_0 ~10 56%
iMac · M1 16GB Q8_0 ~10 28%

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