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OLMo 2 0425 1B early training

General model by allenai · 1.48B 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

OLMo 2 0425 1B early training fits comfortably in your 24 GB Mac using Q8_0 quantization, using 9% of your RAM.

~109tok/s
Q8_02.2 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.5B
Architectureolmo2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
HuggingFace Downloads3,960
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.2 GB~109 tok/s✓
Q6_K 1.8 GB~143 tok/s✓
Q5_K_M 1.6 GB~168 tok/s✓
Q4_K_M 1.5 GB~197 tok/s✓
Q3_K_M 1.3 GB~238 tok/s✓
Q2_K 1.1 GB~308 tok/s✓

Which Mac Can Run OLMo 2 0425 1B early training?

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 · ~35 tok/s · 27% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~435 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~435 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~435 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~290 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~290 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~290 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~283 3%
Mac Studio · M1 Ultra 128GB Q8_0 ~283 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~283 3%
Mac Studio · M2 Ultra 128GB Q8_0 ~283 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~283 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~217 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~217 4%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~217 3%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~217 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~217 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~217 4%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~217 3%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~217 2%
Mac Studio · M5 Max 36GB Q8_0 ~217 6%
Mac Studio · M5 Max 48GB Q8_0 ~217 4%
Mac Studio · M5 Max 64GB Q8_0 ~217 3%
Mac Studio · M5 Max 128GB Q8_0 ~217 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~193 6%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~193 4%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~193 3%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~193 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~193 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~193 4%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~193 3%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~193 2%
Mac Studio · M4 Max 36GB Q8_0 ~193 6%
Mac Studio · M4 Max 48GB Q8_0 ~193 4%
Mac Studio · M4 Max 64GB Q8_0 ~193 3%
Mac Studio · M4 Max 128GB Q8_0 ~193 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~142 7%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~142 3%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~142 7%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~142 3%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~142 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~142 6%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~142 4%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~142 3%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~142 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~142 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~142 7%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~142 3%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~142 7%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~142 3%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~142 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~142 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~142 4%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~142 3%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~142 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~142 2%
Mac Studio · M1 Max 32GB Q8_0 ~142 7%
Mac Studio · M1 Max 64GB Q8_0 ~142 3%
Mac Studio · M2 Max 32GB Q8_0 ~142 7%
Mac Studio · M2 Max 64GB Q8_0 ~142 3%
Mac Studio · M2 Max 96GB Q8_0 ~142 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~109 9%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~109 4%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~109 3%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~109 9%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~109 4%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~109 3%
Mac mini · M5 Pro 24GB Q8_0 ~109 9%
Mac mini · M5 Pro 48GB Q8_0 ~109 4%
Mac mini · M5 Pro 64GB Q8_0 ~109 3%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~97 9%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~97 4%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~97 9%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~97 4%
Mac mini · M4 Pro 24GB Q8_0 ~97 9%
Mac mini · M4 Pro 48GB Q8_0 ~97 4%
Mac mini · M4 Pro 64GB Q8_0 ~97 3%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~71 13%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~71 7%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~71 13%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~71 7%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~71 13%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~71 7%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~71 13%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~71 7%
Mac mini · M2 Pro 16GB Q8_0 ~71 13%
Mac mini · M2 Pro 32GB Q8_0 ~71 7%
Mac mini · M6 16GB Q8_0 ~60 13%
Mac mini · M6 24GB Q8_0 ~60 9%
Mac mini · M6 32GB Q8_0 ~60 7%
MacBook Air · M5 16GB Q8_0 ~54 13%
MacBook Air · M5 24GB Q8_0 ~54 9%
MacBook Air · M5 32GB Q8_0 ~54 7%
MacBook Pro 14" · M5 16GB Q8_0 ~54 13%
MacBook Pro 14" · M5 24GB Q8_0 ~54 9%
MacBook Pro 14" · M5 32GB Q8_0 ~54 7%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~53 12%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~53 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~53 12%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~53 6%
MacBook Air · M4 16GB Q8_0 ~42 13%
MacBook Air · M4 24GB Q8_0 ~42 9%
MacBook Air · M4 32GB Q8_0 ~42 7%
MacBook Pro 14" · M4 16GB Q8_0 ~42 13%
MacBook Pro 14" · M4 24GB Q8_0 ~42 9%
MacBook Pro 14" · M4 32GB Q8_0 ~42 7%
Mac mini · M4 16GB Q8_0 ~42 13%
Mac mini · M4 24GB Q8_0 ~42 9%
Mac mini · M4 32GB Q8_0 ~42 7%
iMac · M4 16GB Q8_0 ~42 13%
iMac · M4 24GB Q8_0 ~42 9%
iMac · M4 32GB Q8_0 ~42 7%
MacBook Air · M2 8GB Q8_0 ~35 27%
MacBook Air · M2 16GB Q8_0 ~35 13%
MacBook Air · M2 24GB Q8_0 ~35 9%
MacBook Air · M3 8GB Q8_0 ~35 27%
MacBook Air · M3 16GB Q8_0 ~35 13%
MacBook Air · M3 24GB Q8_0 ~35 9%
MacBook Pro 14" · M3 8GB Q8_0 ~35 27%
MacBook Pro 14" · M3 16GB Q8_0 ~35 13%
MacBook Pro 14" · M3 24GB Q8_0 ~35 9%
Mac mini · M2 8GB Q8_0 ~35 27%
Mac mini · M2 16GB Q8_0 ~35 13%
Mac mini · M2 24GB Q8_0 ~35 9%
iMac · M3 8GB Q8_0 ~35 27%
iMac · M3 16GB Q8_0 ~35 13%
iMac · M3 24GB Q8_0 ~35 9%
MacBook Air · M1 8GB Q8_0 ~24 27%
MacBook Air · M1 16GB Q8_0 ~24 13%
Mac mini · M1 8GB Q8_0 ~24 27%
Mac mini · M1 16GB Q8_0 ~24 13%
iMac · M1 8GB Q8_0 ~24 27%
iMac · M1 16GB Q8_0 ~24 13%

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