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darthludious/adaption-operations-management-qa-augmented

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-operations_management_qa (augmented) This dataset comprises instruction and response pairs focused on corporate operations management. It covers key topics such as supply chain efficiency, process optimization, capacity planning, and quality control. The prompt-completion format supports task-oriented language modeling and evaluation in business contexts. Dataset size… See the full description on the dataset page: https://huggingface.co/datasets/darthludious/adaption-operations-management-qa-augmented.

sourceHugging Faceupdated 11h agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-operationsmanagementqa (augmented)

This dataset comprises instruction and response pairs focused on corporate operations management. It covers key topics such as supply chain efficiency, process optimization, capacity planning, and quality control. The prompt-completion format supports task-oriented language modeling and evaluation in business contexts.

Dataset size

There are 9,841 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of -1.1%.

Domain

  • —Corporate-business (100%)

Language

  • —English (100%)

Tone

  • —Professional (50%)
  • —Analytical (28%)
  • —Technical (8%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/76cf03bd-2b94-4fec-9c7e-5dac9a6c4144.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b9dd9bac-01a3-4a4a-924d-6cf6daa03ae1.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/132e8c6a-c7a4-4645-8cea-a1e03ba735d1.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />