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wav2vec2 FR 1K large

General model by lebenchmark · 0.32B parameters · Released 2022-03-02

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

wav2vec2 FR 1K large fits comfortably in your 24 GB Mac using Q8_0 quantization, using 4% of your RAM.

~503 tok/s

Q8_0 · 0.9 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.9 GB~503 tok/s✓
Q6_K 0.8 GB~660 tok/s✓
Q5_K_M 0.7 GB~776 tok/s✓
Q4_K_M 0.7 GB~910 tok/s✓
Q3_K_M 0.7 GB~1,099 tok/s✓
Q2_K 0.6 GB~1,426 tok/s✓

Specifications

Parameters315M
Architecturewav2vec2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0
HuggingFace Downloads16
View on HuggingFace →

Which Mac Can Run wav2vec2 FR 1K large?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~164 tok/s · 11% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~1,341 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~1,341 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~1,341 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~1,310 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~1,310 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~1,310 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~1,310 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~1,310 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~1,005 2%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~1,005 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~1,005 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~1,005 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~1,005 2%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~1,005 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~1,005 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~1,005 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~894 2%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~894 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~894 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~894 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~894 2%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~894 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~894 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~894 1%
Mac Studio · M4 Max 36GB Q8_0 ~894 2%
Mac Studio · M4 Max 48GB Q8_0 ~894 2%
Mac Studio · M4 Max 64GB Q8_0 ~894 1%
Mac Studio · M4 Max 128GB Q8_0 ~894 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~655 3%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~655 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~655 3%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~655 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~655 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~655 2%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~655 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~655 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~655 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~655 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~655 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~655 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~655 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~655 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~655 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~655 2%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~655 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~655 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~655 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~655 1%
Mac Studio · M1 Max 32GB Q8_0 ~655 3%
Mac Studio · M1 Max 64GB Q8_0 ~655 1%
Mac Studio · M2 Max 32GB Q8_0 ~655 3%
Mac Studio · M2 Max 64GB Q8_0 ~655 1%
Mac Studio · M2 Max 96GB Q8_0 ~655 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~503 4%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~503 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~503 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~503 4%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~503 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~503 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~447 4%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~447 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~447 4%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~447 2%
Mac mini · M4 Pro 24GB Q8_0 ~447 4%
Mac mini · M4 Pro 48GB Q8_0 ~447 2%
Mac mini · M4 Pro 64GB Q8_0 ~447 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~327 5%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~327 3%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~327 5%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~327 3%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~327 5%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~327 3%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~327 5%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~327 3%
Mac mini · M2 Pro 16GB Q8_0 ~327 5%
Mac mini · M2 Pro 32GB Q8_0 ~327 3%
MacBook Air · M5 16GB Q8_0 ~250 5%
MacBook Air · M5 24GB Q8_0 ~250 4%
MacBook Air · M5 32GB Q8_0 ~250 3%
MacBook Pro 14" · M5 16GB Q8_0 ~250 5%
MacBook Pro 14" · M5 24GB Q8_0 ~250 4%
MacBook Pro 14" · M5 32GB Q8_0 ~250 3%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~246 5%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~246 2%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~246 5%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~246 2%
MacBook Air · M4 16GB Q8_0 ~196 5%
MacBook Air · M4 24GB Q8_0 ~196 4%
MacBook Air · M4 32GB Q8_0 ~196 3%
MacBook Pro 14" · M4 16GB Q8_0 ~196 5%
MacBook Pro 14" · M4 24GB Q8_0 ~196 4%
MacBook Pro 14" · M4 32GB Q8_0 ~196 3%
Mac mini · M4 16GB Q8_0 ~196 5%
Mac mini · M4 24GB Q8_0 ~196 4%
Mac mini · M4 32GB Q8_0 ~196 3%
iMac · M4 16GB Q8_0 ~196 5%
iMac · M4 24GB Q8_0 ~196 4%
iMac · M4 32GB Q8_0 ~196 3%
MacBook Air · M2 8GB Q8_0 ~164 11%
MacBook Air · M2 16GB Q8_0 ~164 5%
MacBook Air · M2 24GB Q8_0 ~164 4%
MacBook Air · M3 8GB Q8_0 ~164 11%
MacBook Air · M3 16GB Q8_0 ~164 5%
MacBook Air · M3 24GB Q8_0 ~164 4%
MacBook Pro 14" · M3 8GB Q8_0 ~164 11%
MacBook Pro 14" · M3 16GB Q8_0 ~164 5%
MacBook Pro 14" · M3 24GB Q8_0 ~164 4%
Mac mini · M2 8GB Q8_0 ~164 11%
Mac mini · M2 16GB Q8_0 ~164 5%
Mac mini · M2 24GB Q8_0 ~164 4%
iMac · M3 8GB Q8_0 ~164 11%
iMac · M3 16GB Q8_0 ~164 5%
iMac · M3 24GB Q8_0 ~164 4%
MacBook Air · M1 8GB Q8_0 ~112 11%
MacBook Air · M1 16GB Q8_0 ~112 5%
Mac mini · M1 8GB Q8_0 ~112 11%
Mac mini · M1 16GB Q8_0 ~112 5%
iMac · M1 8GB Q8_0 ~112 11%
iMac · M1 16GB Q8_0 ~112 5%

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