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xLAM 2 32b fc r

General model by salesforce · 32.76B 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

Tight Fit

xLAM 2 32b fc r can run but will be tight at 77% of RAM. Consider a lower quantization or closing other apps.

~11tok/s
Q3_K_M18.4 GBEstimated

Alternative: Q2_K (14.8 GB, ~14 tok/s)

Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters32.8B
Architectureqwen2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM18.3 GB
Licensecc-by-nc-4.0
HuggingFace Downloads1,464

GGUF Sources

mradermacher
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 37.0 GB~5 tok/s✗
Q6_K 28.9 GB~6 tok/s✗
Q5_K_M 24.9 GB~8 tok/s✗
Q4_K_M 21.6 GB~9 tok/s✗
Q3_K_M Recommended 18.4 GB~11 tok/s✓
Q2_K 14.8 GB~14 tok/s✓

Which Mac Can Run xLAM 2 32b fc r?

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 Pro 14" — M5 Max 36GB

Q6_K · ~13 tok/s · 80% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~20 39%
Mac Studio · M5 Ultra 256GB Q8_0 ~20 14%
Mac Studio · M5 Ultra 512GB Q8_0 ~20 7%
Mac Studio · M3 Ultra 96GB Q8_0 ~13 39%
Mac Studio · M3 Ultra 256GB Q8_0 ~13 14%
Mac Studio · M3 Ultra 512GB Q8_0 ~13 7%
MacBook Pro 14" · M5 Max 36GB Q6_K ~13 80%
MacBook Pro 16" · M5 Max 36GB Q6_K ~13 80%
Mac Studio · M5 Max 36GB Q6_K ~13 80%
Mac Studio · M1 Ultra 64GB Q8_0 ~13 58%
Mac Studio · M1 Ultra 128GB Q8_0 ~13 29%
Mac Studio · M2 Ultra 64GB Q8_0 ~13 58%
Mac Studio · M2 Ultra 128GB Q8_0 ~13 29%
Mac Studio · M2 Ultra 192GB Q8_0 ~13 19%
MacBook Pro 14" · M4 Max 36GB Q6_K ~11 80%
MacBook Pro 16" · M4 Max 36GB Q6_K ~11 80%
Mac Studio · M4 Max 36GB Q6_K ~11 80%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~10 77%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~10 58%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~10 29%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~10 77%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~10 58%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~10 29%
Mac Studio · M5 Max 48GB Q8_0 ~10 77%
Mac Studio · M5 Max 64GB Q8_0 ~10 58%
Mac Studio · M5 Max 128GB Q8_0 ~10 29%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~9 77%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~9 58%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~9 29%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~9 77%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~9 58%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~9 29%
Mac Studio · M4 Max 48GB Q8_0 ~9 77%
Mac Studio · M4 Max 64GB Q8_0 ~9 58%
Mac Studio · M4 Max 128GB Q8_0 ~9 29%
MacBook Pro 14" · M3 Max 36GB Q6_K ~8 80%
MacBook Pro 16" · M3 Max 36GB Q6_K ~8 80%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~6 58%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~6 58%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~6 39%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~6 77%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~6 58%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~6 39%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~6 29%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~6 58%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~6 58%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~6 39%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~6 77%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~6 58%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~6 39%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~6 29%
Mac Studio · M1 Max 64GB Q8_0 ~6 58%
Mac Studio · M2 Max 64GB Q8_0 ~6 58%
Mac Studio · M2 Max 96GB Q8_0 ~6 39%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~5 77%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~5 58%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~5 77%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~5 58%
Mac mini · M5 Pro 48GB Q8_0 ~5 77%
Mac mini · M5 Pro 64GB Q8_0 ~5 58%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~4 77%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~4 77%
Mac mini · M4 Pro 48GB Q8_0 ~4 77%
Mac mini · M4 Pro 64GB Q8_0 ~4 58%
MacBook Pro 14" · M3 Pro 36GB Q6_K ~3 80%
MacBook Pro 16" · M3 Pro 36GB Q6_K ~3 80%
MacBook Pro 14" · M5 Pro 24GB Q3_K_M ~11 77%
MacBook Pro 16" · M5 Pro 24GB Q3_K_M ~11 77%
Mac mini · M5 Pro 24GB Q3_K_M ~11 77%
MacBook Pro 14" · M1 Max 32GB Q5_K_M ~10 78%
MacBook Pro 14" · M2 Max 32GB Q5_K_M ~10 78%
MacBook Pro 16" · M1 Max 32GB Q5_K_M ~10 78%
MacBook Pro 16" · M2 Max 32GB Q5_K_M ~10 78%
Mac Studio · M1 Max 32GB Q5_K_M ~10 78%
Mac Studio · M2 Max 32GB Q5_K_M ~10 78%
MacBook Pro 14" · M4 Pro 24GB Q3_K_M ~10 77%
MacBook Pro 16" · M4 Pro 24GB Q3_K_M ~10 77%
Mac mini · M4 Pro 24GB Q3_K_M ~10 77%
MacBook Pro 14" · M3 Pro 18GB Q2_K ~7 82%
MacBook Pro 16" · M3 Pro 18GB Q2_K ~7 82%
Mac mini · M6 24GB Q3_K_M ~6 77%
MacBook Air · M5 24GB Q3_K_M ~5 77%
MacBook Pro 14" · M5 24GB Q3_K_M ~5 77%
MacBook Pro 14" · M1 Pro 32GB Q5_K_M ~5 78%
MacBook Pro 14" · M2 Pro 32GB Q5_K_M ~5 78%
MacBook Pro 16" · M1 Pro 32GB Q5_K_M ~5 78%
MacBook Pro 16" · M2 Pro 32GB Q5_K_M ~5 78%
Mac mini · M2 Pro 32GB Q5_K_M ~5 78%
MacBook Air · M4 24GB Q3_K_M ~4 77%
MacBook Pro 14" · M4 24GB Q3_K_M ~4 77%
Mac mini · M4 24GB Q3_K_M ~4 77%
Mac mini · M6 32GB Q5_K_M ~4 78%
iMac · M4 24GB Q3_K_M ~4 77%
MacBook Air · M5 32GB Q5_K_M ~4 78%
MacBook Pro 14" · M5 32GB Q5_K_M ~4 78%
MacBook Air · M2 24GB Q3_K_M ~3 77%
MacBook Air · M3 24GB Q3_K_M ~3 77%
MacBook Pro 14" · M3 24GB Q3_K_M ~3 77%
Mac mini · M2 24GB Q3_K_M ~3 77%
iMac · M3 24GB Q3_K_M ~3 77%
MacBook Air · M4 32GB Q5_K_M ~3 78%
MacBook Pro 14" · M4 32GB Q5_K_M ~3 78%
Mac mini · M4 32GB Q5_K_M ~3 78%
iMac · M4 32GB Q5_K_M ~3 78%
MacBook Pro 14" · M1 Pro 16GB — — 92%
MacBook Pro 14" · M2 Pro 16GB — — 92%
MacBook Pro 16" · M1 Pro 16GB — — 92%
MacBook Pro 16" · M2 Pro 16GB — — 92%
Mac mini · M2 Pro 16GB — — 92%
Mac mini · M6 16GB — — 92%
MacBook Air · M5 16GB — — 92%
MacBook Pro 14" · M5 16GB — — 92%
MacBook Air · M4 16GB — — 92%
MacBook Pro 14" · M4 16GB — — 92%
Mac mini · M4 16GB — — 92%
iMac · M4 16GB — — 92%
MacBook Air · M2 8GB — — 185%
MacBook Air · M2 16GB — — 92%
MacBook Air · M3 8GB — — 185%
MacBook Air · M3 16GB — — 92%
MacBook Pro 14" · M3 8GB — — 185%
MacBook Pro 14" · M3 16GB — — 92%
Mac mini · M2 8GB — — 185%
Mac mini · M2 16GB — — 92%
iMac · M3 8GB — — 185%
iMac · M3 16GB — — 92%
MacBook Air · M1 8GB — — 185%
MacBook Air · M1 16GB — — 92%
Mac mini · M1 8GB — — 185%
Mac mini · M1 16GB — — 92%
iMac · M1 8GB — — 185%
iMac · M1 16GB — — 92%

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