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Nemotron-Mini-4B

NVIDIA's distilled 4B instruct model for on-device roleplay, RAG, and function calling.

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About

Nemotron-Mini-4B-Instruct is a small language model NVIDIA built by pruning and distilling its 15B Nemotron-4 model down to 4 billion parameters, then instruction-tuning it for roleplay, retrieval-augmented question answering, and function calling. It runs in a 4,096-token context window and was optimized for speed and on-device deployment.

The model ships under the NVIDIA Community Model License, whose model card describes it as ready for commercial use, though teams should verify the exact terms before shipping products. It has become a popular base for fine-tuning experiments and local chatbot projects because it fits comfortably on consumer GPUs and Apple Silicon Macs.

Specs

Context window

Pricing

Free quota

API access

Weights

Open weights

Released

August 1, 2024

Benchmarks

Provider-reported unless a source says otherwise. Benchmarks are marketing-adjacent by nature — treat them as directional.

Use cases

on-device-chatragfunction-callinggaming-npcs

Trust score — 7/10

/10 trustMetrics-checked

Scored 7/10 (metrics tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 102; Trending score 72/100 from researcher assessment.

Sources