Duplicate from Tonic/adaption-emir-reporting-code-gen-v5

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README.md

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+---
+annotations_creators: []
+language:
+  - en
+language_creators: []
+license: []
+multilinguality:
+- monolingual
+pretty_name: 'adaption-emir_reporting_code_gen'
+size_categories:
+- 10K<n<100K
+source_datasets:
+- 'extended|https://huggingface.co/datasets/Tonic/adaption-emir-reporting-code-gen-v1'
+tags:
+  - adaption
+  - instruction-tuning
+  - code
+  - legal
+  - data-analysis-visualization
+task_categories: []
+task_ids: []
+---
+
+![banner](https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b9125ea3-6c26-4e20-8798-c5e5eae979fe.png)
+
+This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/Tonic/adaption-emir-reporting-code-gen-v1) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.
+
+# adaption-emir_reporting_code_gen
+
+This dataset contains prompt-completion pairs designed for generating Python code and JSON schemas to ensure compliance with European Market Infrastructure Regulation (EMIR) reporting standards. The samples cover tasks such as validating derivative transaction fields, calculating regulatory timelines, and structuring reconciliation reports. It is tailored for undergraduate-level implementation of financial regulatory logic and data validation.
+
+### Dataset size
+
+There are 53,189 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
+- Code (74%)
+- Legal (20%)
+- Data-analysis-visualization (6%)
+
+### Language
+- English (100%)
+
+### Tone
+- Technical (82%)
+- Educational (18%)
+
+### Evaluation Results
+
+- **Quality Gains:**
+<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/5f92b397-56f2-405e-882a-5bff93a686ff.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/f055c90c-a89c-422c-b98a-9bba9256c427.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/8ccab717-9cfd-4ced-bec8-8334c3f9af4b.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

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