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ForgeLM v1

General model by grkthegreat · 1.82B parameters

By , Founder & Lead Engineer
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

ForgeLM v1 fits comfortably in your 24 GB Mac using Q8_0 quantization, using 11% of your RAM.

~88 tok/s

Q8_0 · 2.5 GB · Estimated

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

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 2.5 GB~88 tok/s
Q6_K 2.1 GB~116 tok/s
Q5_K_M 1.9 GB~136 tok/s
Q4_K_M 1.7 GB~160 tok/s
Q3_K_M 1.5 GB~193 tok/s
Q2_K 1.3 GB~251 tok/s

Specifications

Parameters1.8B
Architectureforgelm
Context Length33K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
Licenseapache-2.0

Which Mac Can Run ForgeLM v1?

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 · ~29 tok/s · 32% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~236 3%
Mac Studio · M3 Ultra 256GB Q8_0 ~236 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~236 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~230 4%
Mac Studio · M1 Ultra 128GB Q8_0 ~230 2%
Mac Studio · M2 Ultra 64GB Q8_0 ~230 4%
Mac Studio · M2 Ultra 128GB Q8_0 ~230 2%
Mac Studio · M2 Ultra 192GB Q8_0 ~230 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~177 7%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~177 5%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~177 4%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~177 2%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~177 7%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~177 5%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~177 4%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~177 2%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~157 7%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~157 5%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~157 4%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~157 2%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~157 7%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~157 5%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~157 4%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~157 2%
Mac Studio · M4 Max 36GB Q8_0 ~157 7%
Mac Studio · M4 Max 48GB Q8_0 ~157 5%
Mac Studio · M4 Max 64GB Q8_0 ~157 4%
Mac Studio · M4 Max 128GB Q8_0 ~157 2%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~115 8%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~115 4%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~115 8%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~115 4%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~115 3%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~115 7%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~115 5%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~115 4%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~115 3%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~115 2%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~115 8%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~115 4%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~115 8%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~115 4%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~115 3%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~115 7%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~115 5%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~115 4%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~115 3%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~115 2%
Mac Studio · M1 Max 32GB Q8_0 ~115 8%
Mac Studio · M1 Max 64GB Q8_0 ~115 4%
Mac Studio · M2 Max 32GB Q8_0 ~115 8%
Mac Studio · M2 Max 64GB Q8_0 ~115 4%
Mac Studio · M2 Max 96GB Q8_0 ~115 3%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~88 11%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~88 5%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~88 4%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~88 11%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~88 5%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~88 4%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~79 11%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~79 5%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~79 11%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~79 5%
Mac mini · M4 Pro 24GB Q8_0 ~79 11%
Mac mini · M4 Pro 48GB Q8_0 ~79 5%
Mac mini · M4 Pro 64GB Q8_0 ~79 4%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~58 16%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~58 8%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~58 16%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~58 8%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~58 16%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~58 8%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~58 16%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~58 8%
Mac mini · M2 Pro 16GB Q8_0 ~58 16%
Mac mini · M2 Pro 32GB Q8_0 ~58 8%
MacBook Air · M5 16GB Q8_0 ~44 16%
MacBook Air · M5 24GB Q8_0 ~44 11%
MacBook Air · M5 32GB Q8_0 ~44 8%
MacBook Pro 14" · M5 16GB Q8_0 ~44 16%
MacBook Pro 14" · M5 24GB Q8_0 ~44 11%
MacBook Pro 14" · M5 32GB Q8_0 ~44 8%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~43 14%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~43 7%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~43 14%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~43 7%
MacBook Air · M4 16GB Q8_0 ~35 16%
MacBook Air · M4 24GB Q8_0 ~35 11%
MacBook Air · M4 32GB Q8_0 ~35 8%
MacBook Pro 14" · M4 16GB Q8_0 ~35 16%
MacBook Pro 14" · M4 24GB Q8_0 ~35 11%
MacBook Pro 14" · M4 32GB Q8_0 ~35 8%
Mac mini · M4 16GB Q8_0 ~35 16%
Mac mini · M4 24GB Q8_0 ~35 11%
Mac mini · M4 32GB Q8_0 ~35 8%
iMac · M4 16GB Q8_0 ~35 16%
iMac · M4 24GB Q8_0 ~35 11%
iMac · M4 32GB Q8_0 ~35 8%
MacBook Air · M2 8GB Q8_0 ~29 32%
MacBook Air · M2 16GB Q8_0 ~29 16%
MacBook Air · M2 24GB Q8_0 ~29 11%
MacBook Air · M3 8GB Q8_0 ~29 32%
MacBook Air · M3 16GB Q8_0 ~29 16%
MacBook Air · M3 24GB Q8_0 ~29 11%
MacBook Pro 14" · M3 8GB Q8_0 ~29 32%
MacBook Pro 14" · M3 16GB Q8_0 ~29 16%
MacBook Pro 14" · M3 24GB Q8_0 ~29 11%
Mac mini · M2 8GB Q8_0 ~29 32%
Mac mini · M2 16GB Q8_0 ~29 16%
Mac mini · M2 24GB Q8_0 ~29 11%
iMac · M3 8GB Q8_0 ~29 32%
iMac · M3 16GB Q8_0 ~29 16%
iMac · M3 24GB Q8_0 ~29 11%
MacBook Air · M1 8GB Q8_0 ~20 32%
MacBook Air · M1 16GB Q8_0 ~20 16%
Mac mini · M1 8GB Q8_0 ~20 32%
Mac mini · M1 16GB Q8_0 ~20 16%
iMac · M1 8GB Q8_0 ~20 32%
iMac · M1 16GB Q8_0 ~20 16%

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