Advanced Data Intelligence

Distilled intelligence for local machines.

Compact ADI models distilled from frontier teachers, quantized to GGUF, and built at theLAB for Ollama, llama.cpp, and private local inference.

theLAB source HF models Run local

adi.local/distill

teacher: glm-5.2

student: qwen3.5-4b

format: gguf:q4_k_m

runtime: ollama

Model rail

Pick a student. Copy a command. Run offline.

general assistant

adi-qwen3.5-4b-glm5.2-general

The smallest flagship ADI general model: distilled from glm-5.2 for practical local reasoning, explanation, and tool-aware chat.

ollama run hf.co/AdvancedDataIntelligence/adi-qwen3.5-4b-glm5.2-general-GGUF:Q4_K_M

Open model card

Pipeline

Teacher answers become local weights.

ADI is not a prompt wrapper. It is a repeatable distillation workflow: seed prompts, teacher responses, student fine-tune, adapter merge, GGUF conversion, local runtime, and public model cards.

View dataset