Forefront is a cloud platform that lets developers access and fine‑tune open‑source large language models via an OpenAI‑compatible API. It provides integrated tools for dataset upload, training, validation, and secure storage of responses, while allowing users to export fully owned models for self‑hosting. The service abstracts infrastructure management, enabling teams to move from experimentation to production with minimal code changes.
Funding
Funding not disclosed
Founders
Product
Problem
Developers and enterprises increasingly rely on closed‑source large language model APIs, which limit control over data, model behavior, and cost scalability. Switching to open‑source models often requires substantial engineering effort and lacks integrated tooling for fine‑tuning, validation, and deployment.
Solution
Forefront provides a cloud platform that lets developers access and fine‑tune open‑source LLMs through a familiar OpenAI‑compatible API. Users can run inference, store responses, and later fine‑tune models on their own datasets without leaving the platform. Built‑in validation tools compare fine‑tuned models against a held‑out set and display loss charts during training, enabling iterative improvement. The service abstracts infrastructure management while preserving full ownership of the resulting models, allowing teams to move from experimentation to production with minimal code changes.
Target Audience
Primary customers are software developers, AI product teams, and enterprises that need to build, fine‑tune, and deploy open‑source language models while retaining full model ownership.
Features
- OpenAI‑style SDK and REST API for seamless integration with existing codebases
- Access to popular open‑source models (e.g., Mistral‑7B) for inference and fine‑tuning
- Integrated dataset upload, training, and validation workflow with real‑time loss visualizations
- Secure storage of API responses and fine‑tuned model artifacts
- Export functionality to download trained models for self‑hosting or further customization
- Role‑based access control, SSO, and enterprise‑grade SLAs for team collaboration