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Roofline Oracle
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Analyze GPU performance and get optimization advice
👋 Open to Work
Perfect Makuwerere
nakue
AI & ML interests
Full LLM lifecycle: fine-tuning (QLoRA), compression (quantization, W8A8/W4A16), and serving (vLLM, disaggregated prefill/decode). Interested in inference economics, GPU memory architecture, and deploying efficient models in resource-constrained settings.
Recent Activity
liked a model 22 days ago
nakue/SmolLM2-1.7B-W8A8-instruct liked a model 22 days ago
nakue/qwen2.5-0.5b-funccall liked a model 22 days ago
nakue/SmolLM2-1.7B-W4A16-wikiOrganizations
models 5
nakue/SmolLM2-1.7B-W4A16-instruct
Text Generation • 2B • Updated • 146 • 2
nakue/SmolLM2-1.7B-W4A16-wiki
Text Generation • 2B • Updated • 137 • 1
nakue/qwen2.5-0.5b-funccall
Text Generation • 0.5B • Updated • 88 • 1
nakue/SmolLM2-1.7B-W8A8-instruct
Text Generation • 2B • Updated • 132 • 1
nakue/gpt-oss-20B-Fine-tuning
Updated
datasets 0
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