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A synthetic data generation tool that addresses data scarcity and privacy concerns. This open-source project automates the creation of diverse, high-quality datasets for fine-tuning models in an ethical and privacy-preserving manner, without relying on sensitive real-world data.
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A synthetic data generation tool for LLMs that addresses data scarcity and privacy concerns. This open-source project automates the creation of diverse, high-quality datasets for fine-tuning Language Models in an ethical and privacy-preserving manner, without relying on sensitive real-world data.
Completionist is a simple and powerful tool, but orchestrating and scaling the generation process can be complex. We provide expertise to help you build and manage your synthetic data pipeline.
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Completionist is a simple and powerful tool, but orchestrating and scaling the generation process can be complex. We provide expertise to help you build and manage your synthetic dataset generation pipeline.
<li><strong>Inference Workflow:</strong> We help with the complexity of managing the inference endpoints and job orchestration needed to run large-scale data generation jobs.</li>
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<li><strong>Job Orchestration:</strong> We design and manage the entire workflow for your custom synthetic dataset creation, from prompt engineering to final dataset formatting.</li>
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<li><strong>Job Orchestration:</strong> We design and manage the entire workflow for your custom SFT and DPO synthetic dataset creation, from prompt engineering to final dataset formatting.</li>
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<li><strong>Custom Dataset Creation:</strong> We work with your team to define and build tailored synthetic datasets for your specific fine-tuning or RAG needs.</li>
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