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@@ -25,6 +25,15 @@ short_description: Synthetic Pre-Training Scale Instruction-Tuning Data
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  2. Document ⇔ Template Matching / Retrieval Embedding: https://huggingface.co/fineinstructions/instruction_template_retrieval_embedding
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  3. Template Instantiator (Document + Template ⇒ Synthetic Instruction-Answer Pair): https://huggingface.co/fineinstructions/template_instantiator
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- **✨ Citation:** *Coming soon*
 
 
 
 
 
 
 
 
 
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  **✨ Built with DataDreamer:** http://datadreamer.dev/
 
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  2. Document ⇔ Template Matching / Retrieval Embedding: https://huggingface.co/fineinstructions/instruction_template_retrieval_embedding
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  3. Template Instantiator (Document + Template ⇒ Synthetic Instruction-Answer Pair): https://huggingface.co/fineinstructions/template_instantiator
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+ **✨ Citation:**
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+ ```
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+ @article{patel2025fineinstructions,
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+ title = {FineInstructions: Scaling Synthetic Instructions to Pre-Training Scale},
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+ author = {Patel, Ajay and Raffel, Colin and Callison-Burch, Chris},
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+ year = {2026},
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+ month = jan,
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+ day = {28},
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+ }
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+ ```
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  **✨ Built with DataDreamer:** http://datadreamer.dev/