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LFM2.5 350M PT zh_CN

General model by q1ngmang · 0.35B 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

LFM2.5 350M PT zh_CN fits comfortably in your 24 GB Mac using Q8_0 quantization, using 4% of your RAM.

~459tok/s
Q8_00.9 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters354M
Architecturelfm2
Context Length128K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licensecc-by-sa-3.0
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.9 GB~459 tok/s✓
Q6_K 0.8 GB~603 tok/s✓
Q5_K_M 0.8 GB~709 tok/s✓
Q4_K_M 0.7 GB~832 tok/s✓
Q3_K_M 0.7 GB~1,005 tok/s✓
Q2_K 0.7 GB~1,304 tok/s✓

Which Mac Can Run LFM2.5 350M PT zh_CN?

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 · ~150 tok/s · 11% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~1,226 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~1,226 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~1,226 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~1,197 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~1,197 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~1,197 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~1,197 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~1,197 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~919 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~919 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~919 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~919 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~919 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~919 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~919 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~919 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~817 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~817 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~817 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~817 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~817 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~817 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~817 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~817 1%
Mac Studio · M4 Max 36GB Q8_0 ~817 2%
Mac Studio · M4 Max 48GB Q8_0 ~817 2%
Mac Studio · M4 Max 64GB Q8_0 ~817 1%
Mac Studio · M4 Max 128GB Q8_0 ~817 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~599 3%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~599 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~599 3%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~599 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~599 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~599 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~599 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~599 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~599 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~599 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~599 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~599 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~599 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~599 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~599 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~599 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~599 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~599 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~599 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~599 1%
Mac Studio · M1 Max 32GB Q8_0 ~599 3%
Mac Studio · M1 Max 64GB Q8_0 ~599 1%
Mac Studio · M2 Max 32GB Q8_0 ~599 3%
Mac Studio · M2 Max 64GB Q8_0 ~599 1%
Mac Studio · M2 Max 96GB Q8_0 ~599 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~459 4%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~459 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~459 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~459 4%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~459 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~459 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~409 4%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~409 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~409 4%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~409 2%
Mac mini · M4 Pro 24GB Q8_0 ~409 4%
Mac mini · M4 Pro 48GB Q8_0 ~409 2%
Mac mini · M4 Pro 64GB Q8_0 ~409 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~299 6%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~299 3%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~299 6%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~299 3%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~299 6%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~299 3%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~299 6%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~299 3%
Mac mini · M2 Pro 16GB Q8_0 ~299 6%
Mac mini · M2 Pro 32GB Q8_0 ~299 3%
MacBook Air · M5 16GB Q8_0 ~229 6%
MacBook Air · M5 24GB Q8_0 ~229 4%
MacBook Air · M5 32GB Q8_0 ~229 3%
MacBook Pro 14" · M5 16GB Q8_0 ~229 6%
MacBook Pro 14" · M5 24GB Q8_0 ~229 4%
MacBook Pro 14" · M5 32GB Q8_0 ~229 3%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~224 5%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~224 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~224 5%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~224 2%
MacBook Air · M4 16GB Q8_0 ~180 6%
MacBook Air · M4 24GB Q8_0 ~180 4%
MacBook Air · M4 32GB Q8_0 ~180 3%
MacBook Pro 14" · M4 16GB Q8_0 ~180 6%
MacBook Pro 14" · M4 24GB Q8_0 ~180 4%
MacBook Pro 14" · M4 32GB Q8_0 ~180 3%
Mac mini · M4 16GB Q8_0 ~180 6%
Mac mini · M4 24GB Q8_0 ~180 4%
Mac mini · M4 32GB Q8_0 ~180 3%
iMac · M4 16GB Q8_0 ~180 6%
iMac · M4 24GB Q8_0 ~180 4%
iMac · M4 32GB Q8_0 ~180 3%
MacBook Air · M2 8GB Q8_0 ~150 11%
MacBook Air · M2 16GB Q8_0 ~150 6%
MacBook Air · M2 24GB Q8_0 ~150 4%
MacBook Air · M3 8GB Q8_0 ~150 11%
MacBook Air · M3 16GB Q8_0 ~150 6%
MacBook Air · M3 24GB Q8_0 ~150 4%
MacBook Pro 14" · M3 8GB Q8_0 ~150 11%
MacBook Pro 14" · M3 16GB Q8_0 ~150 6%
MacBook Pro 14" · M3 24GB Q8_0 ~150 4%
Mac mini · M2 8GB Q8_0 ~150 11%
Mac mini · M2 16GB Q8_0 ~150 6%
Mac mini · M2 24GB Q8_0 ~150 4%
iMac · M3 8GB Q8_0 ~150 11%
iMac · M3 16GB Q8_0 ~150 6%
iMac · M3 24GB Q8_0 ~150 4%
MacBook Air · M1 8GB Q8_0 ~102 11%
MacBook Air · M1 16GB Q8_0 ~102 6%
Mac mini · M1 8GB Q8_0 ~102 11%
Mac mini · M1 16GB Q8_0 ~102 6%
iMac · M1 8GB Q8_0 ~102 11%
iMac · M1 16GB Q8_0 ~102 6%

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