datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sakthai-combined-v7
SakThai Combined v7
Curated, larger-scale instruction-tuning data for tool-calling, function-calling, and agent-style reasoning in the SakThai model family.
Dataset Summary
SakThai Combined v7 extends the v6 family with more multi-turn examples, broader tool coverage, and stronger <tool>/function-calling formatting. It is intended for fine-tuning models that should invoke tools naturally, then continue the conversation after tool results.
Data Fields… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-combined-v7.sakthai-combined-v6
SakThai Combined v6
Part of the SakThai model family — fine-tuning and evaluation corpus for instruction-following and tool-use chat.
Dataset Size
Files: data/train.jsonl, data/test.jsonl
Format: JSONL
License: apache-2.0
Last updated: 2026-08-01
Loading
from datasets import load_dataset
ds = load_dataset("Nanthasit/sakthai-combined-v6", split="train")
test_ds = load_dataset("Nanthasit/sakthai-combined-v6", split="test")
Data Fields… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-combined-v6.sakthai-openenv-training
SakThai OpenEnv Training
Part of the SakThai model family.
Dataset Summary
SakThai OpenEnv Training is a pinned runtime-environment dataset for reproducing SakThai training workflows. It stores exact package versions, experimental interface requirements, and notes for openenv, trl, and GRPO integrations used during model training.
Purpose:
Ensure bit-for-bit reproducibility of training runs on GPU clusters
Document experimental dependencies (openenv==0.4.1… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-openenv-training.sakthai-combined-v12
SakThai Combined v12
Part of the SakThai model family — fine-tuning corpus for the retrain round v2
(0.5B / 1.5B tool-calling models, -r2 repos).
Dataset Structure
Files: data/train.jsonl
Format: JSONL, one row per example
Columns: messages (multi-turn), tools (structured definitions)
Rows: 7,437
Composition
Built by scripts/dataset_prep/build_v12.py in the Sak-Family-Agent repo from:
Source
Rows
sakthai-combined-v10
2,965… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-combined-v12.sakthai-bench-v3
SakThai Bench v3
Automated tool-calling benchmark dataset, regenerated weekly by the SakThai nightly job (benchmark-v3-publish).
Summary
Generated by: .opencode/scripts/run-benchmark-v3.py
Categories: simple, parallel, multi_turn, irrelevance
Schema: each row has messages, tools, expected_tools, category
Files: data/sakthai-bench-v3.jsonl (source), data/train-00000-of-00001.parquet (served by the Datasets Server)
License: MIT
How to Load
from… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-bench-v3.sakthai-combined-v10
SakThai Combined Tool-Calling Dataset v10
A combined, synthetic instruction-tuning dataset for training small language models (0.5B–7B) in tool-calling and function execution.
Quick stats:
Rows: 2,965 examples
Format: JSONL with messages (multi-turn) + tools (structured definitions)
Split: train only
License: Apache 2.0
Verified: 2026-08-01 (Datasets Server, row count = 2,965)
Dataset Summary
This is a combined, synthetic dataset designed to teach… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-combined-v10.sakthai-irrelevance-supplement
Dataset Card for SakThai Irrelevance Supplement
Dataset Name: SakThai Irrelevance SupplementAuthor(s): SakThai Agent (Nanthasit)License: MITLast Updated: 2026-08-01
Dataset Summary
The SakThai Irrelevance Supplement is a curated dataset of dialogue examples designed to train and evaluate models to gracefully decline tool use when unnecessary. This dataset specifically contains examples where available functions are NOT needed for the user's request — teaching… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-irrelevance-supplement.sakthai-coder-browser
SakThai Coder Browser
Part of the SakThai Model Family.
Dataset Summary
SakThai Coder Browser is a synthetic instruction-tuning dataset for coding assistants and browser agents. It provides multi-turn agent-style conversations with structured tool definitions and expected assistant tool calls, built for training small language models on tool use and grounded code/browser workflows.
Owner: Nanthasit
Format: Parquet
Rows: 247
Columns: messages, tools
Task:… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-coder-browser.sakthai-github-actions-v2