1-bit Quantized Inkling Model Runs Locally at 40 TPS

The 1-bit quantized version of Thinking Machines' Inkling model achieves 30-40 TPS for local inference. Using llama.cpp, users with 250GB of VRAM can efficiently run the model locally, significantly lowering deployment barriers for large models.

2026-07-16 ~ 2026-07-16 · 3 related posts

• Inkling 1-bit Quantization Runs at 40 TPS — mervenoyann · 2026-07-16
• Testing 1-bit Quantized Models on llama.cpp — mervenoyann · 2026-07-16
• Inkling Model 1-bit Quantization Hits 30-40 TPS Locally — danielhanchen · 2026-07-16