| --- |
| pretty_name: JupiMind datasets |
| language: |
| - vi |
| - en |
| license: other |
| size_categories: |
| - 1M<n<10M |
| task_categories: |
| - text-generation |
| tags: |
| - pretraining |
| - vietnamese |
| - technical-documentation |
| - mixed-license |
| source_datasets: |
| - original |
| --- |
| |
| # JupiMind datasets |
|
|
| This repository stores normalized dataset snapshots used for JupiMind training workflows. The primary asset at the moment is the pretraining mix built for `aevynt/JupiMind-Dense-J1R-Tokenizer-24k`. |
|
|
| ## Files currently included |
|
|
| - `pretrain/j1r_24k_7b_mix/j1r_t4x4_24k_mix.jsonl` |
| - `pretrain/j1r_24k_7b_mix/j1r_t4x4_24k_mix.summary.json` |
|
|
| ## Main dataset: J1R 24k 7B mix |
|
|
| - Type: pretraining JSONL |
| - Format: one record per line as `{"text": "..."}` |
| - Target tokenizer: `aevynt/JupiMind-Dense-J1R-Tokenizer-24k` |
| - Generated sequences: `1,710,000` |
| - Target context length: `4096` |
| - Estimated token budget: about `~7B` tokens using chunk size `4094` |
| - Original build output path: `/home/trainer/jupimind/outputs/pretrain/j1r_t4x4_24k_mix.jsonl` |
|
|
| ## Actual source mix after backfill |
|
|
| Two smaller technical sources did not contain enough material to reach their planned quotas, so the build pipeline backfilled the missing volume with `fineweb2_vi`. The table below reports the **actual final composition**, not the initial intended weights. |
|
|
| | Source key | Upstream dataset | Config | Written sequences | Actual share | Initial target | Source shortfall | Backfill | |
| | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | |
| | `fineweb2_vi` | `epfml/FineWeb2-HQ` | `vie_Latn` | 781,741 | 45.72% | 564,300 | 0 | 217,441 | |
| | `vietnamese_curated` | `VTSNLP/vietnamese_curated_dataset` | `-` | 376,200 | 22.00% | 376,200 | 0 | 0 | |
| | `wikipedia_vi` | `wikimedia/wikipedia` | `20231101.vi` | 171,000 | 10.00% | 171,000 | 0 | 0 | |
| | `stackv2_edu` | `common-pile/stackv2_edu_filtered` | `-` | 256,500 | 15.00% | 256,500 | 0 | 0 | |
| | `github_ai_docs` | `meowterspace42/github-ai-project-docs` | `-` | 3,047 | 0.18% | 136,800 | 133,753 | 0 | |
| | `tech_docs` | `saidsef/tech-docs` | `-` | 1,812 | 0.11% | 85,500 | 83,688 | 0 | |
| | `fineweb_edu` | `HuggingFaceFW/fineweb-edu` | `sample-10BT` | 119,700 | 7.00% | 119,700 | 0 | 0 | |
|
|
| ## Provenance and licensing |
|
|
| This repository does **not** apply a single blanket content license to the mixed dataset. Each source portion remains governed by its upstream terms. See [`LICENSE`](./LICENSE) and [`SOURCES.md`](./SOURCES.md) for details. |
|
|
| | Upstream dataset | Upstream license or terms | Link | |
| | --- | --- | --- | |
| | `epfml/FineWeb2-HQ` | ODC-By 1.0; also subject to CommonCrawl Terms of Use | [upstream](https://huggingface.co/datasets/epfml/FineWeb2-HQ) | |
| | `VTSNLP/vietnamese_curated_dataset` | No explicit Hub license field; review the upstream dataset card and underlying component datasets. | [upstream](https://huggingface.co/datasets/VTSNLP/vietnamese_curated_dataset) | |
| | `wikimedia/wikipedia` | CC-BY-SA 3.0 and GFDL | [upstream](https://huggingface.co/datasets/wikimedia/wikipedia) | |
| | `common-pile/stackv2_edu_filtered` | Open-source licenses vary by document; review upstream card and per-row metadata. | [upstream](https://huggingface.co/datasets/common-pile/stackv2_edu_filtered) | |
| | `meowterspace42/github-ai-project-docs` | Apache-2.0 per Hub metadata; original source repositories may still carry their own licenses. | [upstream](https://huggingface.co/datasets/meowterspace42/github-ai-project-docs) | |
| | `saidsef/tech-docs` | Apache-2.0 | [upstream](https://huggingface.co/datasets/saidsef/tech-docs) | |
| | `HuggingFaceFW/fineweb-edu` | ODC-By 1.0; also subject to CommonCrawl Terms of Use | [upstream](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu) | |
|
|
| ## Usage notes |
|
|
| - This is a **derived training mix** assembled for pretraining, not a replacement distribution for the original source datasets. |
| - Downstream users are responsible for reviewing legal, safety, privacy, attribution, and redistribution obligations of each upstream source before training or deploying a model. |
| - `VTSNLP/vietnamese_curated_dataset` and `common-pile/stackv2_edu_filtered` require extra care because their final content rights depend on upstream components or per-document metadata. |
|
|
| ## Quick load |
|
|
| ```python |
| from datasets import load_dataset |
| |
| ds = load_dataset( |
| "aevynt/jupimind-datasets", |
| data_files={"train": "pretrain/j1r_24k_7b_mix/j1r_t4x4_24k_mix.jsonl"}, |
| split="train", |
| ) |
| print(ds[0]) |
| ``` |
|
|
