| --- |
| pretty_name: RPMem Training and Benchmark Data |
| language: |
| - en |
| tags: |
| - rpmem |
| - parametric-memory |
| - conversational-memory |
| configs: |
| - config_name: compiler_sessions |
| data_files: |
| - split: records |
| path: compiler/sessions/*.parquet |
| - config_name: compiler_probes |
| data_files: |
| - split: records |
| path: compiler/probes/*.parquet |
| - config_name: compiler_indices |
| data_files: |
| - split: train |
| path: compiler/indices/train/*.parquet |
| - split: query_validation |
| path: compiler/indices/query_validation/*.parquet |
| - split: validation |
| path: compiler/indices/validation/*.parquet |
| --- |
| |
| # RPMem Training and Benchmark Data |
|
|
| Prepared data for **RPMem: Learning Recurrent Parametric Memory Across Sessions |
| for LLM Agents**. [Code and training instructions](https://github.com/Quark-Medical/rpmem). |
|
|
| ## Contents |
|
|
| | Directory | Contents | |
| | --- | --- | |
| | `compiler/` | Sessions, probes, reference answers, and split indices (2.9 GB) | |
| | `benchmarks/perma/` | Prepared PERMA data | |
| | `benchmarks/personamem_v2/formal_v1/` | Prepared PersonaMem-v2 data | |
| | `benchmarks/prefeval/formal_v1/` | Prepared PrefEval data | |
|
|
| Total: **4.3 GB**. Teacher caches and model weights are not included. |
|
|
| ## Download |
|
|
| ```bash |
| hf download PolarSnowLeopard/RPMem-data --repo-type dataset --local-dir data/rpmem |
| ``` |
|
|
| For a partial download, add `--include "compiler/**"` or `--include "benchmarks/**"`. |
|
|
| ## Usage |
|
|
| For [compiler training](https://github.com/Quark-Medical/rpmem/blob/main/docs/reproduction.md), |
| use `compiler/train.corpus.json` with the supplied split indices, not the Hub |
| viewer's `records` split. Teacher targets are generated using the code repository. |
|
|
| For [benchmark training and evaluation](https://github.com/Quark-Medical/rpmem/blob/main/docs/benchmarks.md), |
| use the directories above and skip raw-data preparation. To reproduce the |
| historical paper runs, select `--first-session-rule gate_zero_state` |
| (`FIRST_SESSION_RULE=gate_zero_state` for the PERMA launcher). |
|
|
| ## Sources |
|
|
| See [SOURCES.md](SOURCES.md) for upstream datasets and their respective terms. |
|
|
