layout home hero name text tagline image actions Diffuse Systems Your models, your machines Run, fine-tune and distil language models on the hardware you already own. Nothing leaves the deployment. src alt /logo.png Diffuse Systems theme text link brand Diffuse Enterprise /enterprise/introduction theme text link alt Model support /enterprise/model-support theme text link alt Diffuse Open /open/ features title details link linkText Serve An OpenAI-compatible endpoint on your own hardware. One machine when the model fits, several cooperating when it does not. /enterprise/serving How serving works title details link linkText Fine-tune LoRA adapters trained on your own corpus, on the same cluster, in two commands. Every adapter carries its provenance. /enterprise/fine-tuning How fine-tuning works title details link linkText Distil A large model teaches a small one on a corpus that needs no answers in it, and both are scored on the same suite. /enterprise/distillation How distillation works