---
language:
  - en
license: mit
task_categories:
  - text-generation
size_categories:
  - n<1K
pretty_name: SakThai Kaggle Notebooks
config_names:
  - default
annotations_creators:
  - no-annotation
language_creators:
  - found
multilinguality:
  - monolingual
tags:
  - code
  - notebooks
  - training-scripts
  - dataset:Nanthasit/sakthai-kaggle-notebooks
  - license-mit
  - dataset-card
  - model:Nanthasit/sakthai-1.5b
  - model:Nanthasit/sakthai-engine
  - model:Nanthasit/sakthai-7b-engine
last_verified: "2026-08-01"
verified_by: SakThai
verified: true
---

# SakThai Kaggle Notebooks

[![Download Dataset](https://img.shields.io/badge/Data-MIT-green)](https://huggingface.co/datasets/Nanthasit/sakthai-kaggle-notebooks)
[![Downloads](https://img.shields.io/badge/dynamic/json?logo=huggingface&color=yellow&label=downloads&query=$.downloads&url=https://huggingface.co/api/datasets/Nanthasit/sakthai-kaggle-notebooks)](https://huggingface.co/datasets/Nanthasit/sakthai-kaggle-notebooks)

Part of the [SakThai Model Family](https://huggingface.co/collections/Nanthasit/sakthai-model-family).

## Dataset Summary

This repository stores a curated collection of notebooks and job scripts used during SakThai experiments, primarily for training, evaluation, and deployment workflows on Kaggle and Colab-style environments. It is **not tabular** and does not expose structured data files for the Hugging Face Datasets Server.

## Repository Files

- Notebooks: `sakthai-1.5b-t4.ipynb`, `sakthai-engine.ipynb`, `sakthai-7b-engine.ipynb`, `sakthai_grpo_colab.ipynb`
- Training and job scripts: `train-sakthai-*.py`, `job-*.py`, `eval-*.py`
- Utilities: `deploy-endpoint.py`, validation and evaluation helpers
- Helper scripts under `scripts/` for evaluation, auditing, conversion, and push operations

## Artifact Index

There is no tabular dataset in this repo; it stores script and notebook artifacts for experimentation and operational workflows.

| Artifact | Type | Purpose |
|----------|------|---------|
| Notebooks | `.ipynb` | Training, evaluation, and deployment experiments on Kaggle/Colab |
| Training scripts | `.py` | Reproducible training jobs and job launchers |
| Evaluation scripts | `.py` | Benchmark and eval harnesses |
| Utilities | `.py` | Deployment, validation, and conversion helpers |

## Splits

| Config  | Split   | Notes |
|---------|---------|-------|
| default | default | Single-artifact collection; not a tabular dataset with rows/splits |

## Dataset Size

| Metric | Value |
|--------|-------|
| Total files | 31 |
| Primary formats | `.ipynb`, `.py` |
| Total storage | ~200 KB |
| Tabular rows | Not applicable |

## Verified Snapshot

| Property | Value |
|----------|-------|
| Downloads | 184 |
| Last modified | 2026-08-01 |
| Files | 31 files including notebooks, training/eval scripts, utilities |
| Viewer note | Datasets Server preview/tabular statistics are unavailable because this is a code/notebook collection |
| Verified by | SakThai / HF API |

## Loading Examples

```python
from huggingface_hub import hf_hub_download

# Download a specific notebook
nb_path = hf_hub_download(
  repo_id="Nanthasit/sakthai-kaggle-notebooks",
  filename="sakthai-1.5b-t4.ipynb",
  repo_type="dataset",
)
print(nb_path)

# Snapshot all files locally
files = hf_hub_download(
  repo_id="Nanthasit/sakthai-kaggle-notebooks",
  repo_type="dataset",
)
print(files)
```

```python
from huggingface_hub import list_repo_files

# Inspect available artifacts before downloading
files = list_repo_files("Nanthasit/sakthai-kaggle-notebooks", repo_type="dataset")
print(files)
```

## Usage

Use this repo to access experiment code and reusable training/evaluation workflows for SakThai family runs on GPU notebook environments. Files can be downloaded directly from the Hugging Face Hub and run in compatible Colab/Kaggle environments.

## Verified Snapshot

| Property | Value |
|----------|-------|
| Dataset ID | `Nanthasit/sakthai-kaggle-notebooks` |
| Files | 31 artifacts: notebooks, training/eval scripts, utilities |
| Total storage | ~200 KB |
| Format | `.ipynb`, `.py` |
| Last modified | 2026-08-01 |
| Verified by | SakThai / HF API |
| Tabular rows | Not applicable — code/notebook collection |

## Citation

```bibtex
@misc{sakthai-kaggle-notebooks,
  title = {SakThai Kaggle Notebooks},
  author = {Beer / SakThai},
  year = {2026},
  url = {https://huggingface.co/datasets/Nanthasit/sakthai-kaggle-notebooks}
}
```

## License

MIT