Tag: dataset quality
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Docker: LoRA Explained: Faster, More Efficient Fine-Tuning with Docker
Source URL: https://www.docker.com/blog/lora-explained/ Source: Docker Title: LoRA Explained: Faster, More Efficient Fine-Tuning with Docker Feedly Summary: Fine-tuning a language model doesn’t have to be daunting. In our previous post on fine-tuning models with Docker Offload and Unsloth, we walked through how to train small, local models efficiently using Docker’s familiar workflows. This time, we’re narrowing…
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Slashdot: AI Firms Say They Can’t Respect Copyright. But A Nonprofit’s Researchers Just Built a Copyright-Respecting Dataset
Source URL: https://slashdot.org/story/25/06/07/0527212/ai-firms-say-they-cant-respect-copyright-but-a-nonprofits-researchers-just-built-a-copyright-respecting-dataset?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: AI Firms Say They Can’t Respect Copyright. But A Nonprofit’s Researchers Just Built a Copyright-Respecting Dataset Feedly Summary: AI Summary and Description: Yes Summary: The text discusses a groundbreaking effort by a group of AI researchers to create a sizable dataset for training AI without relying on copyrighted material.…
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Scott Logic: Detecting AI-written code: lessons on the importance of data quality
Source URL: https://blog.scottlogic.com/2024/09/04/lessons-on-data-quality.html Source: Scott Logic Title: Detecting AI-written code: lessons on the importance of data quality Feedly Summary: Our team set out to investigate if we could use Binoculars, a method of detecting LLM-generated text, to detect AI-written code, and learnt some valuable lessons on the importance of data quality along the way. AI…