huyxdang/adaption-agent-memory-augmented-v1

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-agent-memory (augmented)

This dataset contains samples of conversations between a user and an assistant, paired with the corresponding structured memory updates extracted for long-term storage. Each sample includes the full dialogue context, existing memory state, and the resulting JSON output containing new narrative summaries and atomic facts with specific keys and values.

Dataset size

There are 27,934 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 -30.0%.

Domain

• —Academic-education (100%)

Language

• —English (100%)

Tone

• —Helpful (100%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/b7167526-9b2c-4429-84d8-34f1dbff0522.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/d1e774f0-a8ff-492d-8db8-facea05ffd32.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/eb81235f-f99b-408c-975f-5572bba42b99.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />