awesome-synthetic-datasets
github.com/davanstrien/awesome-synthetic-datasets ↗awesome synthetic (text) datasets
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Tutorials, guides and educational blog postsImportant techniques
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Important techniques
- Best Practices and Lessons Learned on Synthetic Data for Language ModelsImportant Papers
- Extensive Self-Contrast Enables Feedback-Free Language Model AlignmentImportant Papers
- Generating custom sentence similarity datasets
- Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social ScienceImportant Papers
- Improving Text Embeddings with Large Language ModelsImportant Papers
- Instruction Pre-Training: Language Models are Supervised Multitask LearnersImportant Papers
Tutorials, guides and educational blog posts
Showing a sample of 19 resources. View the full list on GitHub →