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Giga Embeddings instruct

Embedding model by ai-sage · 3.45B 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

Giga Embeddings instruct fits comfortably in your 24 GB Mac using Q8_0 quantization, using 18% of your RAM.

~47tok/s
Q8_04.3 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters3.4B
Architecturegigarembed
Context Length4K
CategoryEmbedding
Formatgguf
Minimum RAM1.9 GB
Licensemit
HuggingFace Downloads56,379
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 4.3 GB~47 tok/s✓
Q6_K 3.5 GB~61 tok/s✓
Q5_K_M 3.1 GB~72 tok/s✓
Q4_K_M 2.7 GB~84 tok/s✓
Q3_K_M 2.4 GB~102 tok/s✓
Q2_K 2.0 GB~132 tok/s✓

Which Mac Can Run Giga Embeddings instruct?

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 · ~15 tok/s · 54% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~186 5%
Mac Studio · M5 Ultra 256GB Q8_0 ~186 2%
Mac Studio · M5 Ultra 512GB Q8_0 ~186 1%
Mac Studio · M3 Ultra 96GB Q8_0 ~124 5%
Mac Studio · M3 Ultra 256GB Q8_0 ~124 2%
Mac Studio · M3 Ultra 512GB Q8_0 ~124 1%
Mac Studio · M1 Ultra 64GB Q8_0 ~121 7%
Mac Studio · M1 Ultra 128GB Q8_0 ~121 3%
Mac Studio · M2 Ultra 64GB Q8_0 ~121 7%
Mac Studio · M2 Ultra 128GB Q8_0 ~121 3%
Mac Studio · M2 Ultra 192GB Q8_0 ~121 2%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~93 12%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~93 9%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~93 7%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~93 3%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~93 12%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~93 9%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~93 7%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~93 3%
Mac Studio · M5 Max 36GB Q8_0 ~93 12%
Mac Studio · M5 Max 48GB Q8_0 ~93 9%
Mac Studio · M5 Max 64GB Q8_0 ~93 7%
Mac Studio · M5 Max 128GB Q8_0 ~93 3%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~83 12%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~83 9%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~83 7%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~83 3%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~83 12%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~83 9%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~83 7%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~83 3%
Mac Studio · M4 Max 36GB Q8_0 ~83 12%
Mac Studio · M4 Max 48GB Q8_0 ~83 9%
Mac Studio · M4 Max 64GB Q8_0 ~83 7%
Mac Studio · M4 Max 128GB Q8_0 ~83 3%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~61 14%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~61 7%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~61 14%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~61 7%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~61 5%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~61 12%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~61 9%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~61 7%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~61 5%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~61 3%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~61 14%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~61 7%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~61 14%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~61 7%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~61 5%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~61 12%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~61 9%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~61 7%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~61 5%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~61 3%
Mac Studio · M1 Max 32GB Q8_0 ~61 14%
Mac Studio · M1 Max 64GB Q8_0 ~61 7%
Mac Studio · M2 Max 32GB Q8_0 ~61 14%
Mac Studio · M2 Max 64GB Q8_0 ~61 7%
Mac Studio · M2 Max 96GB Q8_0 ~61 5%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~47 18%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~47 9%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~47 7%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~47 18%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~47 9%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~47 7%
Mac mini · M5 Pro 24GB Q8_0 ~47 18%
Mac mini · M5 Pro 48GB Q8_0 ~47 9%
Mac mini · M5 Pro 64GB Q8_0 ~47 7%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~41 18%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~41 9%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~41 18%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~41 9%
Mac mini · M4 Pro 24GB Q8_0 ~41 18%
Mac mini · M4 Pro 48GB Q8_0 ~41 9%
Mac mini · M4 Pro 64GB Q8_0 ~41 7%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~30 27%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~30 14%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~30 27%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~30 14%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~30 27%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~30 14%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~30 27%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~30 14%
Mac mini · M2 Pro 16GB Q8_0 ~30 27%
Mac mini · M2 Pro 32GB Q8_0 ~30 14%
Mac mini · M6 16GB Q8_0 ~26 27%
Mac mini · M6 24GB Q8_0 ~26 18%
Mac mini · M6 32GB Q8_0 ~26 14%
MacBook Air · M5 16GB Q8_0 ~23 27%
MacBook Air · M5 24GB Q8_0 ~23 18%
MacBook Air · M5 32GB Q8_0 ~23 14%
MacBook Pro 14" · M5 16GB Q8_0 ~23 27%
MacBook Pro 14" · M5 24GB Q8_0 ~23 18%
MacBook Pro 14" · M5 32GB Q8_0 ~23 14%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~23 24%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~23 12%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~23 24%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~23 12%
MacBook Air · M4 16GB Q8_0 ~18 27%
MacBook Air · M4 24GB Q8_0 ~18 18%
MacBook Air · M4 32GB Q8_0 ~18 14%
MacBook Pro 14" · M4 16GB Q8_0 ~18 27%
MacBook Pro 14" · M4 24GB Q8_0 ~18 18%
MacBook Pro 14" · M4 32GB Q8_0 ~18 14%
Mac mini · M4 16GB Q8_0 ~18 27%
Mac mini · M4 24GB Q8_0 ~18 18%
Mac mini · M4 32GB Q8_0 ~18 14%
iMac · M4 16GB Q8_0 ~18 27%
iMac · M4 24GB Q8_0 ~18 18%
iMac · M4 32GB Q8_0 ~18 14%
MacBook Air · M2 8GB Q8_0 ~15 54%
MacBook Air · M2 16GB Q8_0 ~15 27%
MacBook Air · M2 24GB Q8_0 ~15 18%
MacBook Air · M3 8GB Q8_0 ~15 54%
MacBook Air · M3 16GB Q8_0 ~15 27%
MacBook Air · M3 24GB Q8_0 ~15 18%
MacBook Pro 14" · M3 8GB Q8_0 ~15 54%
MacBook Pro 14" · M3 16GB Q8_0 ~15 27%
MacBook Pro 14" · M3 24GB Q8_0 ~15 18%
Mac mini · M2 8GB Q8_0 ~15 54%
Mac mini · M2 16GB Q8_0 ~15 27%
Mac mini · M2 24GB Q8_0 ~15 18%
iMac · M3 8GB Q8_0 ~15 54%
iMac · M3 16GB Q8_0 ~15 27%
iMac · M3 24GB Q8_0 ~15 18%
MacBook Air · M1 8GB Q8_0 ~10 54%
MacBook Air · M1 16GB Q8_0 ~10 27%
Mac mini · M1 8GB Q8_0 ~10 54%
Mac mini · M1 16GB Q8_0 ~10 27%
iMac · M1 8GB Q8_0 ~10 54%
iMac · M1 16GB Q8_0 ~10 27%

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