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README.md
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[](https://github.com/quelmap-inc/quelmap)
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[](https://opensource.org/licenses/Apache-2.0)
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## Overview
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Lightning-4b is a language model specifically designed and trained for data analysis tasks on local devices. With just a laptop (fully tested on an M4 MacBook Air with 16GB RAM), you can process data without ever sending it to major LLM provider.
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[](https://github.com/quelmap-inc/quelmap)
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[](https://opensource.org/licenses/Apache-2.0)
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## Overview
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Lightning-4b is a language model specifically designed and trained for data analysis tasks on local devices. With just a laptop (fully tested on an M4 MacBook Air with 16GB RAM), you can process data without ever sending it to major LLM provider.
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