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jina embeddings v3

Embedding model by jinaai · 0.57B 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

jina embeddings v3 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 5% of your RAM.

~282tok/s
Q8_01.1 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters572M
Architectureunknown
Context Length8K
CategoryEmbedding
Formatgguf
Minimum RAM1 GB
Licensecc-by-nc-4.0
HuggingFace Downloads2,905,096
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.1 GB~282 tok/s✓
Q6_K 1.0 GB~370 tok/s✓
Q5_K_M 0.9 GB~436 tok/s✓
Q4_K_M 0.9 GB~511 tok/s✓
Q3_K_M 0.8 GB~617 tok/s✓
Q2_K 0.7 GB~801 tok/s✓

Which Mac Can Run jina embeddings v3?

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 · ~92 tok/s · 14% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~1,128 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~1,128 0%
Mac Studio · M5 Ultra 512GB Q8_0 ~1,128 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~753 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~753 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~753 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~735 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~735 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~735 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~735 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~735 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~564 3%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~564 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~564 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~564 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~564 3%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~564 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~564 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~564 1%
Mac Studio · M5 Max 36GB Q8_0 ~564 3%
Mac Studio · M5 Max 48GB Q8_0 ~564 2%
Mac Studio · M5 Max 64GB Q8_0 ~564 2%
Mac Studio · M5 Max 128GB Q8_0 ~564 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~502 3%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~502 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~502 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~502 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~502 3%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~502 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~502 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~502 1%
Mac Studio · M4 Max 36GB Q8_0 ~502 3%
Mac Studio · M4 Max 48GB Q8_0 ~502 2%
Mac Studio · M4 Max 64GB Q8_0 ~502 2%
Mac Studio · M4 Max 128GB Q8_0 ~502 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~368 4%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~368 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~368 4%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~368 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~368 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~368 3%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~368 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~368 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~368 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~368 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~368 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~368 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~368 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~368 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~368 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~368 3%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~368 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~368 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~368 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~368 1%
Mac Studio · M1 Max 32GB Q8_0 ~368 4%
Mac Studio · M1 Max 64GB Q8_0 ~368 2%
Mac Studio · M2 Max 32GB Q8_0 ~368 4%
Mac Studio · M2 Max 64GB Q8_0 ~368 2%
Mac Studio · M2 Max 96GB Q8_0 ~368 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~282 5%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~282 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~282 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~282 5%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~282 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~282 2%
Mac mini · M5 Pro 24GB Q8_0 ~282 5%
Mac mini · M5 Pro 48GB Q8_0 ~282 2%
Mac mini · M5 Pro 64GB Q8_0 ~282 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~251 5%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~251 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~251 5%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~251 2%
Mac mini · M4 Pro 24GB Q8_0 ~251 5%
Mac mini · M4 Pro 48GB Q8_0 ~251 2%
Mac mini · M4 Pro 64GB Q8_0 ~251 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~184 7%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~184 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~184 7%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~184 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~184 7%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~184 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~184 7%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~184 4%
Mac mini · M2 Pro 16GB Q8_0 ~184 7%
Mac mini · M2 Pro 32GB Q8_0 ~184 4%
Mac mini · M6 16GB Q8_0 ~156 7%
Mac mini · M6 24GB Q8_0 ~156 5%
Mac mini · M6 32GB Q8_0 ~156 4%
MacBook Air · M5 16GB Q8_0 ~141 7%
MacBook Air · M5 24GB Q8_0 ~141 5%
MacBook Air · M5 32GB Q8_0 ~141 4%
MacBook Pro 14" · M5 16GB Q8_0 ~141 7%
MacBook Pro 14" · M5 24GB Q8_0 ~141 5%
MacBook Pro 14" · M5 32GB Q8_0 ~141 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~138 6%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~138 3%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~138 6%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~138 3%
MacBook Air · M4 16GB Q8_0 ~110 7%
MacBook Air · M4 24GB Q8_0 ~110 5%
MacBook Air · M4 32GB Q8_0 ~110 4%
MacBook Pro 14" · M4 16GB Q8_0 ~110 7%
MacBook Pro 14" · M4 24GB Q8_0 ~110 5%
MacBook Pro 14" · M4 32GB Q8_0 ~110 4%
Mac mini · M4 16GB Q8_0 ~110 7%
Mac mini · M4 24GB Q8_0 ~110 5%
Mac mini · M4 32GB Q8_0 ~110 4%
iMac · M4 16GB Q8_0 ~110 7%
iMac · M4 24GB Q8_0 ~110 5%
iMac · M4 32GB Q8_0 ~110 4%
MacBook Air · M2 8GB Q8_0 ~92 14%
MacBook Air · M2 16GB Q8_0 ~92 7%
MacBook Air · M2 24GB Q8_0 ~92 5%
MacBook Air · M3 8GB Q8_0 ~92 14%
MacBook Air · M3 16GB Q8_0 ~92 7%
MacBook Air · M3 24GB Q8_0 ~92 5%
MacBook Pro 14" · M3 8GB Q8_0 ~92 14%
MacBook Pro 14" · M3 16GB Q8_0 ~92 7%
MacBook Pro 14" · M3 24GB Q8_0 ~92 5%
Mac mini · M2 8GB Q8_0 ~92 14%
Mac mini · M2 16GB Q8_0 ~92 7%
Mac mini · M2 24GB Q8_0 ~92 5%
iMac · M3 8GB Q8_0 ~92 14%
iMac · M3 16GB Q8_0 ~92 7%
iMac · M3 24GB Q8_0 ~92 5%
MacBook Air · M1 8GB Q8_0 ~63 14%
MacBook Air · M1 16GB Q8_0 ~63 7%
Mac mini · M1 8GB Q8_0 ~63 14%
Mac mini · M1 16GB Q8_0 ~63 7%
iMac · M1 8GB Q8_0 ~63 14%
iMac · M1 16GB Q8_0 ~63 7%

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