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Deploy a Hugging Face LLM with FastAPI for Text Generation

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First seenSat, Jul 18, 2026 3:30 PM
Last seenSat, Jul 18, 2026 11:43 PM

Description

We need an AI/ML Engineer to help us deploy a small Hugging Face language model behind a FastAPI endpoint. The goal is simple. We want to send a text prompt to an API and receive a generated response back in a clean JSON format. This is a small proof of concept, so we do not need a complex production setup. The task includes setting up the FastAPI project, loading a suitable Hugging Face model, creating a text generation endpoint, adding basic error handling, testing the API with sample prompts, and providing short setup instructions. Experience with Python, FastAPI, Hugging Face, open source LLMs, model inference, text generation, Generative AI, or AI API development is required. Please share a brief example if you have worked with LLM deployment, Hugging Face models, or FastAPI based AI APIs before.

Skills

Artificial Intelligence Python Machine Learning Natural Language Processing Deep Learning +2

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