Datasets:
File size: 2,059 Bytes
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annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: 'adaption-Final'
size_categories:
- 10K<n<100K
source_datasets: []
tags:
- adaption
- instruction-tuning
- market-analysis
task_categories: []
task_ids: []
---
This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.
# adaption-Final
This dataset contains pairs of prompts and completions for updating dated market-research notes using only supplied evidence. Each entry includes specific financial data points, such as historical actuals or analyst forecasts, and a corresponding response that strictly separates observed results from forward-looking claims. The completions emphasize causal limitations, preserve counterevidence, and avoid providing executable trade instructions or personalized advice.
### Dataset size
There are 45,758 data points in this dataset. This is an instruction tuning dataset.
### Quality of Remastered Dataset
The final quality is A, with a relative quality improvement of 17.9%.
### Domain
- Market-analysis (100%)
### Language
- English (100%)
### Tone
- Analytical (100%)
### Evaluation Results
- **Quality Gains:**
<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/72673621-541c-498f-b2e2-40392cc10c3c.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/ce59c47b-bbe0-499a-bc55-2e3b4b45c4ef.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/62efc936-9a18-47dd-9797-a28cf8e80ee8.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
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