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cyberspace-llama32-3b-gguf
JupiterJil/cyberspace-llama32-3b-gguf
cyberspace-llama32-3b-gguf is a machine learning model from JupiterJil. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for gguf.
Fine-tuned Llama 3.2 3B Instruct for generating Cyberspace Limited technical proposals.
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At a glance
- Library
- gguf
- Access
- Public
- Created
- Apr 22, 2026
- Updated
- Apr 22, 2026
- SHA
- d9b04c11
Base models
Model card
From the Hugging Face model README
Cyberspace Presales Co-Pilot — Llama 3.2 3B (Q5_K_M)
Fine-tuned Llama 3.2 3B Instruct for generating Cyberspace Limited technical proposals.
Training
- Base:
meta-llama/Llama-3.2-3B-Instruct - Method: LoRA via Unsloth on RunPod A100
- Dataset: 132 structured proposals (real + augmented), ChatML format
- Loss: 1.70 (target range 1.0–1.8)
- Template-bleed mitigation:
train_on_responses_onlywith category-specific system prompts
Usage (Ollama)
ollama create cyberspace-llama32-3b:latest -f Modelfile
ollama run cyberspace-llama32-3b:latest
- Library
- gguf
- Languages
- en
- Created
- Apr 22, 2026
- Updated
- Apr 22, 2026