Add files using upload-large-folder tool
Browse files- README.md +72 -0
- SHA256SUMS +3 -0
- metadata.json +42 -0
- train.parquet +3 -0
- train_easy.parquet +3 -0
- validation.parquet +3 -0
README.md
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---
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pretty_name: ScaleWoB VERL
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configs:
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- config_name: default
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data_files:
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- split: train
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path: train.parquet
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- split: validation
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path: validation.parquet
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- config_name: easy
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data_files:
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- split: train
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path: train_easy.parquet
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---
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# ScaleWoB VERL
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Private dataset package for browser-agent reinforcement learning with VERL, GiGPO, and the ScaleWoB runtime.
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## Contents
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| Config | Split | File | Rows | Environments |
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|---|---|---:|---:|---:|
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| `default` | train | `train.parquet` | 1,459 | 85 |
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| `default` | validation | `validation.parquet` | 162 | 66 |
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| `easy` | train | `train_easy.parquet` | 1,621 | 85 |
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The default train and validation splits have no overlapping `(env_id, task_id)` pairs. `train_easy.parquet` is an alternate all-task training file; unlike the default split, its records do not contain `split` or `has_params` metadata.
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## Schema
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Each row contains:
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- `data_source`: always `scalewob`.
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- `prompt`: chat-format user prompt consumed by VERL.
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- `extra_info.index`: source row index.
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- `extra_info.split`: `train` or `val` when present.
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- `extra_info.has_params`: task stratum when present.
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- `extra_info.scalewob.env_id`: environment identifier.
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- `extra_info.scalewob.task_id`: task identifier within the environment.
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- `extra_info.scalewob.description`: natural-language task instruction.
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See `metadata.json` for machine-readable row counts, checksums, and compatibility information.
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## Runtime dependency
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These Parquet files contain task metadata, not the browser assets. Use the matching private environment repository and pin both repositories to immutable tags or commits.
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Expected runtime versions for this package:
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- `scalewob==0.12.1`
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- `playwright==1.62.0`
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- Chromium `151.0.7922.34`
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- VERL `0.7.1`
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## Loading
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```python
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from datasets import load_dataset
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dataset = load_dataset("<namespace>/scalewob-verl", name="default", token=True)
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train = dataset["train"]
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validation = dataset["validation"]
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```
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For training containers, downloading once on the host and mounting the resulting directory read-only is preferred over downloading independently in every worker.
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## Intended use and limitations
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Intended for private research on browser-agent reinforcement learning. Tasks operate on local simulated sites rather than live services. Task text may contain synthetic names, account identifiers, addresses, payment-like values, or other placeholders; do not interpret them as instructions to interact with real services.
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No public redistribution license is asserted by this package. Keep the repository private unless provenance, privacy, trademark, and redistribution rights have been reviewed.
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0b090462b091f09b1d46ba3d42840a89a0dc2b5e539394bae68f39521061f6e2 train.parquet
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a18f23f7525e81f370748c3e294a902e2c5aabfef20f198e768beee35d751f6a train_easy.parquet
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ba58c4e9bfb6cee1c1fc66117551077a25a61c4155602afff0388b18cb06a686 validation.parquet
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metadata.json
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{
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"package_version": "0.1.0",
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"visibility": "private",
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"data_source": "scalewob",
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"schema_columns": [
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"data_source",
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"prompt",
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"extra_info"
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],
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"files": {
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"train.parquet": {
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"bytes": 94155,
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"sha256": "0b090462b091f09b1d46ba3d42840a89a0dc2b5e539394bae68f39521061f6e2",
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"rows": 1459,
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"environment_count": 85,
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"unique_task_count": 1459
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},
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"validation.parquet": {
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"bytes": 17648,
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"sha256": "ba58c4e9bfb6cee1c1fc66117551077a25a61c4155602afff0388b18cb06a686",
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"rows": 162,
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"environment_count": 66,
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"unique_task_count": 162
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},
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"train_easy.parquet": {
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"bytes": 103381,
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"sha256": "a18f23f7525e81f370748c3e294a902e2c5aabfef20f198e768beee35d751f6a",
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"rows": 1621,
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"environment_count": 85,
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"unique_task_count": 1621
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}
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},
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"default_split_overlap_by_env_task": 0,
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"compatible_runtime": {
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"verl": "0.7.1",
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"scalewob": "0.12.1",
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"playwright": "1.62.0",
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"chromium": "151.0.7922.34"
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},
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"environment_repository": "hysi-lab/scalewob-environments",
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"environment_revision": "v0.1.0"
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}
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train.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b090462b091f09b1d46ba3d42840a89a0dc2b5e539394bae68f39521061f6e2
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size 94155
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train_easy.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:a18f23f7525e81f370748c3e294a902e2c5aabfef20f198e768beee35d751f6a
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size 103381
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validation.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:ba58c4e9bfb6cee1c1fc66117551077a25a61c4155602afff0388b18cb06a686
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size 17648
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