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jina embeddings v5 omni small

Embedding model by jinaai · 1.63B 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 v5 omni small fits comfortably in your 24 GB Mac using Q8_0 quantization, using 10% of your RAM.

~99tok/s
Q8_02.3 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters1.6B
Architecturejina_embeddings_v5_omni
Context Length33K
CategoryEmbedding
Formatgguf
Minimum RAM1 GB
Licensecc-by-nc-4.0
HuggingFace Downloads67,400
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.3 GB~99 tok/s✓
Q6_K 1.9 GB~129 tok/s✓
Q5_K_M 1.7 GB~152 tok/s✓
Q4_K_M 1.6 GB~179 tok/s✓
Q3_K_M 1.4 GB~216 tok/s✓
Q2_K 1.2 GB~280 tok/s✓

Which Mac Can Run jina embeddings v5 omni small?

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 · ~32 tok/s · 29% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~395 2%
Mac Studio · M5 Ultra 256GB Q8_0 ~395 1%
Mac Studio · M5 Ultra 512GB Q8_0 ~395 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~263 2%
Mac Studio · M3 Ultra 256GB Q8_0 ~263 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~263 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~257 4%
Mac Studio · M1 Ultra 128GB Q8_0 ~257 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~257 4%
Mac Studio · M2 Ultra 128GB Q8_0 ~257 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~257 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~197 6%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~197 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~197 4%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~197 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~197 6%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~197 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~197 4%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~197 2%
Mac Studio · M5 Max 36GB Q8_0 ~197 6%
Mac Studio · M5 Max 48GB Q8_0 ~197 5%
Mac Studio · M5 Max 64GB Q8_0 ~197 4%
Mac Studio · M5 Max 128GB Q8_0 ~197 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~175 6%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~175 5%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~175 4%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~175 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~175 6%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~175 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~175 4%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~175 2%
Mac Studio · M4 Max 36GB Q8_0 ~175 6%
Mac Studio · M4 Max 48GB Q8_0 ~175 5%
Mac Studio · M4 Max 64GB Q8_0 ~175 4%
Mac Studio · M4 Max 128GB Q8_0 ~175 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~129 7%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~129 4%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~129 7%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~129 4%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~129 2%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~129 6%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~129 5%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~129 4%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~129 2%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~129 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~129 7%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~129 4%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~129 7%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~129 4%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~129 2%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~129 6%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~129 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~129 4%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~129 2%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~129 2%
Mac Studio · M1 Max 32GB Q8_0 ~129 7%
Mac Studio · M1 Max 64GB Q8_0 ~129 4%
Mac Studio · M2 Max 32GB Q8_0 ~129 7%
Mac Studio · M2 Max 64GB Q8_0 ~129 4%
Mac Studio · M2 Max 96GB Q8_0 ~129 2%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~99 10%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~99 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~99 4%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~99 10%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~99 5%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~99 4%
Mac mini · M5 Pro 24GB Q8_0 ~99 10%
Mac mini · M5 Pro 48GB Q8_0 ~99 5%
Mac mini · M5 Pro 64GB Q8_0 ~99 4%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~88 10%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~88 5%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~88 10%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~88 5%
Mac mini · M4 Pro 24GB Q8_0 ~88 10%
Mac mini · M4 Pro 48GB Q8_0 ~88 5%
Mac mini · M4 Pro 64GB Q8_0 ~88 4%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~64 14%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~64 7%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~64 14%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~64 7%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~64 14%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~64 7%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~64 14%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~64 7%
Mac mini · M2 Pro 16GB Q8_0 ~64 14%
Mac mini · M2 Pro 32GB Q8_0 ~64 7%
Mac mini · M6 16GB Q8_0 ~55 14%
Mac mini · M6 24GB Q8_0 ~55 10%
Mac mini · M6 32GB Q8_0 ~55 7%
MacBook Air · M5 16GB Q8_0 ~49 14%
MacBook Air · M5 24GB Q8_0 ~49 10%
MacBook Air · M5 32GB Q8_0 ~49 7%
MacBook Pro 14" · M5 16GB Q8_0 ~49 14%
MacBook Pro 14" · M5 24GB Q8_0 ~49 10%
MacBook Pro 14" · M5 32GB Q8_0 ~49 7%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~48 13%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~48 6%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~48 13%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~48 6%
MacBook Air · M4 16GB Q8_0 ~39 14%
MacBook Air · M4 24GB Q8_0 ~39 10%
MacBook Air · M4 32GB Q8_0 ~39 7%
MacBook Pro 14" · M4 16GB Q8_0 ~39 14%
MacBook Pro 14" · M4 24GB Q8_0 ~39 10%
MacBook Pro 14" · M4 32GB Q8_0 ~39 7%
Mac mini · M4 16GB Q8_0 ~39 14%
Mac mini · M4 24GB Q8_0 ~39 10%
Mac mini · M4 32GB Q8_0 ~39 7%
iMac · M4 16GB Q8_0 ~39 14%
iMac · M4 24GB Q8_0 ~39 10%
iMac · M4 32GB Q8_0 ~39 7%
MacBook Air · M2 8GB Q8_0 ~32 29%
MacBook Air · M2 16GB Q8_0 ~32 14%
MacBook Air · M2 24GB Q8_0 ~32 10%
MacBook Air · M3 8GB Q8_0 ~32 29%
MacBook Air · M3 16GB Q8_0 ~32 14%
MacBook Air · M3 24GB Q8_0 ~32 10%
MacBook Pro 14" · M3 8GB Q8_0 ~32 29%
MacBook Pro 14" · M3 16GB Q8_0 ~32 14%
MacBook Pro 14" · M3 24GB Q8_0 ~32 10%
Mac mini · M2 8GB Q8_0 ~32 29%
Mac mini · M2 16GB Q8_0 ~32 14%
Mac mini · M2 24GB Q8_0 ~32 10%
iMac · M3 8GB Q8_0 ~32 29%
iMac · M3 16GB Q8_0 ~32 14%
iMac · M3 24GB Q8_0 ~32 10%
MacBook Air · M1 8GB Q8_0 ~22 29%
MacBook Air · M1 16GB Q8_0 ~22 14%
Mac mini · M1 8GB Q8_0 ~22 29%
Mac mini · M1 16GB Q8_0 ~22 14%
iMac · M1 8GB Q8_0 ~22 29%
iMac · M1 16GB Q8_0 ~22 14%

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