Product
Cipher
Fine-tuned enterprise LLM
Cipher is a privately fine-tuned language model. Built on Mistral-7B-Instruct-v0.2 and adapted with Low-Rank Adaptation (LoRA), it is trained on your domain so it speaks your language: your terminology, your documents, your workflows.
Because Cipher deploys on your own infrastructure, prompts and responses never leave your control. There is no shared SaaS endpoint, no third-party training on your data, no compliance grey area. It is small enough to run on commodity hardware yet strong enough for real production reasoning.
The fine-tuning pipeline is repeatable: retrain Cipher whenever your corpus changes, and ship a new model the same way you ship a new release of any other component.
Key features
- Fine-tuned from Mistral-7B-Instruct-v0.2 with LoRA
- Domain-adapted on your own corpora and terminology
- Runs entirely on-premise on commodity hardware
- Repeatable training and retraining pipeline
- Standard transformers API — drop-in for your stack
- Self-hosted inference with no third-party dependency
Why it matters
- A model that understands your domain, not just general text
- Your data never leaves your infrastructure
- No per-token SaaS fees and no shared-endpoint latency
- Regain control: retrain and redeploy on your schedule