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Blog

Articles, tutorials, and news from the lab.

Notes from real builds, deep technical tutorials, and announcements from the INTELLERCE team.

AllArticleNewsTutorial
T-Num — A Highly Customizable Transformer-Based Model for Multivariate Numerical Sequential Data
Tutorial

T-Num — A Highly Customizable Transformer-Based Model for Multivariate Numerical Sequential Data

Train T-Num on multivariate numerical time-series data through a simple API endpoint. Covers upload, preprocess, train, and inference.

·3 min
AptAI's Admin Page — Provisioning your private server
Tutorial

AptAI's Admin Page — Provisioning your private server

After logging in to the AptAI platform you land on the Admin page. Walk through creating a project, starting a server, and accessing your private API endpoints.

·2 min
AptAI APIs — Fine-Tuning Stable Diffusion XL
Tutorial

AptAI APIs — Fine-Tuning Stable Diffusion XL

Train SDXL LoRAs from a handful of images. Prompt-weighted txt2img with reproducible runs. Optional cloud upload to share LoRAs across private servers.

·2 min
AptAI APIs — LLM endpoints (OpenAI-compatible)
Tutorial

AptAI APIs — LLM endpoints (OpenAI-compatible)

AptAI APIs provide endpoints that can replace OpenAI's ChatGPT endpoints. Migration is two lines: swap your Base URL and API Key. Fine-tune Mistral/Llama on your private server.

·2 min