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T5 LM Large text2sql spider

General model by gaussalgo · 0.78B 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

T5 LM Large text2sql spider fits comfortably in your 24 GB Mac using Q8_0 quantization, using 6% of your RAM.

~206tok/s
Q8_01.4 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters783M
Architecturet5
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads2,343
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.4 GB~206 tok/s✓
Q6_K 1.2 GB~271 tok/s✓
Q5_K_M 1.1 GB~318 tok/s✓
Q4_K_M 1.0 GB~373 tok/s✓
Q3_K_M 0.9 GB~451 tok/s✓
Q2_K 0.8 GB~585 tok/s✓

Which Mac Can Run T5 LM Large text2sql spider?

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 · ~67 tok/s · 17% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~825 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~825 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~825 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~550 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~550 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~550 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~537 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~537 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~537 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~537 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~537 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~412 4%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~412 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~412 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~412 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~412 4%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~412 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~412 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~412 1%
Mac Studio · M5 Max 36GB Q8_0 ~412 4%
Mac Studio · M5 Max 48GB Q8_0 ~412 3%
Mac Studio · M5 Max 64GB Q8_0 ~412 2%
Mac Studio · M5 Max 128GB Q8_0 ~412 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~367 4%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~367 3%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~367 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~367 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~367 4%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~367 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~367 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~367 1%
Mac Studio · M4 Max 36GB Q8_0 ~367 4%
Mac Studio · M4 Max 48GB Q8_0 ~367 3%
Mac Studio · M4 Max 64GB Q8_0 ~367 2%
Mac Studio · M4 Max 128GB Q8_0 ~367 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~269 4%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~269 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~269 4%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~269 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~269 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~269 4%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~269 3%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~269 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~269 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~269 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~269 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~269 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~269 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~269 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~269 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~269 4%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~269 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~269 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~269 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~269 1%
Mac Studio · M1 Max 32GB Q8_0 ~269 4%
Mac Studio · M1 Max 64GB Q8_0 ~269 2%
Mac Studio · M2 Max 32GB Q8_0 ~269 4%
Mac Studio · M2 Max 64GB Q8_0 ~269 2%
Mac Studio · M2 Max 96GB Q8_0 ~269 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~206 6%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~206 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~206 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~206 6%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~206 3%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~206 2%
Mac mini · M5 Pro 24GB Q8_0 ~206 6%
Mac mini · M5 Pro 48GB Q8_0 ~206 3%
Mac mini · M5 Pro 64GB Q8_0 ~206 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~183 6%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~183 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~183 6%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~183 3%
Mac mini · M4 Pro 24GB Q8_0 ~183 6%
Mac mini · M4 Pro 48GB Q8_0 ~183 3%
Mac mini · M4 Pro 64GB Q8_0 ~183 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~134 9%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~134 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~134 9%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~134 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~134 9%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~134 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~134 9%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~134 4%
Mac mini · M2 Pro 16GB Q8_0 ~134 9%
Mac mini · M2 Pro 32GB Q8_0 ~134 4%
Mac mini · M6 16GB Q8_0 ~114 9%
Mac mini · M6 24GB Q8_0 ~114 6%
Mac mini · M6 32GB Q8_0 ~114 4%
MacBook Air · M5 16GB Q8_0 ~103 9%
MacBook Air · M5 24GB Q8_0 ~103 6%
MacBook Air · M5 32GB Q8_0 ~103 4%
MacBook Pro 14" · M5 16GB Q8_0 ~103 9%
MacBook Pro 14" · M5 24GB Q8_0 ~103 6%
MacBook Pro 14" · M5 32GB Q8_0 ~103 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~101 8%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~101 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~101 8%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~101 4%
MacBook Air · M4 16GB Q8_0 ~81 9%
MacBook Air · M4 24GB Q8_0 ~81 6%
MacBook Air · M4 32GB Q8_0 ~81 4%
MacBook Pro 14" · M4 16GB Q8_0 ~81 9%
MacBook Pro 14" · M4 24GB Q8_0 ~81 6%
MacBook Pro 14" · M4 32GB Q8_0 ~81 4%
Mac mini · M4 16GB Q8_0 ~81 9%
Mac mini · M4 24GB Q8_0 ~81 6%
Mac mini · M4 32GB Q8_0 ~81 4%
iMac · M4 16GB Q8_0 ~81 9%
iMac · M4 24GB Q8_0 ~81 6%
iMac · M4 32GB Q8_0 ~81 4%
MacBook Air · M2 8GB Q8_0 ~67 17%
MacBook Air · M2 16GB Q8_0 ~67 9%
MacBook Air · M2 24GB Q8_0 ~67 6%
MacBook Air · M3 8GB Q8_0 ~67 17%
MacBook Air · M3 16GB Q8_0 ~67 9%
MacBook Air · M3 24GB Q8_0 ~67 6%
MacBook Pro 14" · M3 8GB Q8_0 ~67 17%
MacBook Pro 14" · M3 16GB Q8_0 ~67 9%
MacBook Pro 14" · M3 24GB Q8_0 ~67 6%
Mac mini · M2 8GB Q8_0 ~67 17%
Mac mini · M2 16GB Q8_0 ~67 9%
Mac mini · M2 24GB Q8_0 ~67 6%
iMac · M3 8GB Q8_0 ~67 17%
iMac · M3 16GB Q8_0 ~67 9%
iMac · M3 24GB Q8_0 ~67 6%
MacBook Air · M1 8GB Q8_0 ~46 17%
MacBook Air · M1 16GB Q8_0 ~46 9%
Mac mini · M1 8GB Q8_0 ~46 17%
Mac mini · M1 16GB Q8_0 ~46 9%
iMac · M1 8GB Q8_0 ~46 17%
iMac · M1 16GB Q8_0 ~46 9%

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