Run Laguna S 2.1 on M4 Max

Yes — Laguna S 2.1 (118B-A8B) runs at 24 tok/s on M4 Max with 128 GB RAM using Q4_K_M quantization via MLX. First token latency is 0.7s. A capable open-source LLM with 118B-A8B parameters.

Speed
24
tok/s
First Token
0.7
seconds
RAM Needed
128
GB minimum
Engine
MLX
recommended
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Benchmark Details

The LLMCheck index estimates Laguna S 2.1 on M4 Max using our published methodology: Q4_K_M quantization, memory-bandwidth scaling, and cross-referenced third-party benchmarks where available. Figures are transparent estimates — own this config? Submit a real benchmark →

MetricValue
Tokens per second24 tok/s
Time to first token0.7s
QuantizationQ4_K_M
Minimum RAM128 GB
Recommended engineMLX
Parameters118B-A8B
Benchmark date2026-08

Q4_K_M 118B-A8B MLX M4 Max

Setup Guide: Run Laguna S 2.1 on M4 Max

The recommended engine for Laguna S 2.1 on M4 Max is MLX. Install with pip and pull the model:

pip install mlx-lm
mlx_lm.generate --model mlx-community/laguna-s-21-q4_k_m --prompt "Hello!"

Alternatively, you can use Ollama for a simpler setup:

ollama run laguna-s-21

Performance on Other Apple Silicon Chips

ChipSpeedFirst TokenMin RAMEngine
M5 Max 26 tok/s 0.6s 128 GB MLX

System Requirements

To run Laguna S 2.1 on M4 Max you need:

🛒 Get a Mac that runs Laguna S 2.1

Laguna S 2.1 needs about 128 GB of unified memory. These current Apple Silicon Macs have the headroom to run it comfortably:

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