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Llama-3.2-1B-Instruct-GGUF
CelesteImperia/Llama-3.2-1B-Instruct-GGUF
Llama-3.2-1B-Instruct-GGUF is a machine learning model from CelesteImperia. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as llama3.2.
This repository hosts a hardware-aware quantization of Meta's Llama-3.2-1B-Instruct, specifically optimized for high-speed local execution on consumer edge hardware.
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At a glance
- License
- llama3.2
- Access
- Public
- Created
- Feb 28, 2026
- Updated
- Feb 28, 2026
- SHA
- 9fdc2fd2
Model card
From the Hugging Face model README
Celeste Imperia | Llama-3.2-1B-Instruct (Optimized GGUF)
This repository hosts a hardware-aware quantization of Meta's Llama-3.2-1B-Instruct, specifically optimized for high-speed local execution on consumer edge hardware.
🛠️ Optimization Forge
- Quantization: Q4_K_M (K-Quants)
- Validation Rig: Intel i5-11400 / 40GB RAM / RTX A4000
- Primary Target: Snapdragon X Elite (ARM64), mobile devices, and low-spec Intel/AMD laptops.
🚀 Performance
At just 763 MB, this model is designed to operate within a sub-1GB RAM footprint, making it ideal for background agentic tasks, text summarization, and local tool-calling.
⚖️ Attribution & License
Llama 3.2 is licensed under the Llama 3.2 Community License. Built with Llama.
- License
- llama3.2
- Languages
- en
- Created
- Feb 28, 2026
- Updated
- Feb 28, 2026