Roboflow vs Unsloth
Overview
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CLI (Node.js)
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Detailed Comparison
It provides all you need to build and deploy computer vision models, from data annotation and organization tools to scalable deployment solutions that work across devices. | It is a tool that enables fast and efficient local LLM finetuning. It uses a manual autograd engine and Flash Attention v2 to achieve 2-5x speedup and 50% memory reduction compared to QLoRA, without compromising accuracy. |
Search, curate, and manage visual data;
Designed for ultra-fast labeling in the browser;
Tools to build accurate models;
Deploy custom and foundation models in minutes;
Manage annotation projects across multiple work streams | 2x to 5x faster than QLoRA. 50% less memory usage;
All kernels written in OpenAI's Triton language;
0% loss in accuracy - no approximation methods - all exact;
No change of hardware necessary |
Statistics | |
GitHub Stars - | GitHub Stars 47.8K |
GitHub Forks - | GitHub Forks 3.9K |
Stacks 5 | Stacks 2 |
Followers 6 | Followers 2 |
Votes 0 | Votes 0 |
Integrations | |
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