{"repo":"NIKHIL-KASHMEERABEN-RUPALA/Neural_Forge","free":true,"listed":false,"github":"https://github.com/NIKHIL-KASHMEERABEN-RUPALA/Neural_Forge","clone":"git clone https://github.com/NIKHIL-KASHMEERABEN-RUPALA/Neural_Forge.git","description":"NeuralForge is an end-to-end LLM fine-tuning & serving platform. It leverages LoRA (PyTorch/Hugging Face) for domain adaptation, cutting error rates vs. base models. Features an automated MLflow eval harness tracking accuracy, latency & hallucinations with AI guardrails, deployed on vLLM, Docker & Kubernetes via CI/CD for high throughput.","language":"Python","stars":17,"topics":["ci-cd","containerization","docker","finetuning","guardrails","high-throughput","huggingface-transformers","kubernetes","lora","low-latency"],"license":"MIT","category":"deployment-docker-iac","readme_excerpt":"NeuralForge Enterprise AI Engineering Platform NeuralForge is a scalable, modular, cloud-native backend foundation designed for enterprise AI systems. It is architected to seamlessly support future modules including Data Engineering, AutoML, Model Registries, Experiment Tracking, Agentic AI, and RAG. Architecture NeuralForge strictly follows Clean Architecture and Domain-Driven Design principles to ensure independent extensibility. Directory Structure Setup & Running Requirements - Python 3.13+ - uv - Docker & Docker Compose Local Development 1. Install dependencies: 2. Run the server: Docker 1. Build the image: 2. Run with Docker Compose: Development Quality Testing Run the test suite using pytest: Linting & Formatting The project uses ruff and mypy for strict code quality: API Documentation Once the server is running, explore the interactive documentation: - Swagger UI: http://localhost:8000/api/v1/docs - ReDoc: http://localhost:8000/api/v1/redoc Future Roadmap The backend foundation is currently prepared for the implementation of: - PostgreSQL & Redis Integration - Celery / RQ Background Workers - Authentication (OAuth2, JWT) - ML Model Registry & AutoML Pipelines - Agentic AI workflows","default_branch":null,"files":null,"tree":[],"storefront":"/r/NIKHIL-KASHMEERABEN-RUPALA","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/NIKHIL-KASHMEERABEN-RUPALA/Neural_Forge/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}