datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Vietnamese-OpenO1-SFTOriginal dataset: https://huggingface.co/datasets/qingy2024/OpenO1-SFT-Cleaned
This dataset is a Vietnamese translated version of qingy2024/OpenO1-SFT-Cleaned. Please cite the original dataset if you find it useful in your work.
Translated to Vietnamese with context-aware using gemini-flash-2.0-exp via this repo:
https://github.com/vTuanpham/Large_dataset_translator.
Roughly 4 hours for 500 examples.
KTO-mix-14k-vietnamese-groqOriginal dataset: https://huggingface.co/datasets/trl-lib/kto-mix-14k
This dataset is a KTO-formatted version of argilla/dpo-mix-7k. Please cite the original dataset if you find it useful in your work.
Translated to Vietnamese with context-aware using Groq Llama3.3 70B* via this repo:
https://github.com/vTuanpham/Large_dataset_translator.
Roughly 9 hours for 2k examples.
Usage
from datasets import load_dataset
kto_mix_14k_vi =… See the full description on the dataset page: https://huggingface.co/datasets/1TuanPham/KTO-mix-14k-vietnamese-groq.Vietnamese-magpie-ultra-v0.1Original dataset: https://huggingface.co/datasets/argilla/magpie-ultra-v0.1
### Dataset Summary
`magpie-ultra` it's a synthetically generated dataset for supervised fine-tuning using the new Llama 3.1 405B-Instruct model, together with other Llama models like `Llama-Guard-3-8B` and `Meta-Llama-3.1-8B-Instruct`.
The dataset contains challenging instructions and responses for a wide variety of tasks, such as Coding & debugging, Math, Data analysis, Creative Writing, advice seeking, or… See the full description on the dataset page: https://huggingface.co/datasets/1TuanPham/Vietnamese-magpie-ultra-v0.1.Vietnamese-Salesforce-xlam-function-calling-60k-gg-translatedVietnamese-nampdn-ai-tiny-webtext-gg-translatedVietnamese-SFT-Corpus-V2
🇻🇳 Vietnamese SFT Corpus V2.1 (Balanced Safety & Anti-Over-Refusal)
Vietnamese SFT Corpus V2.1 là tập dữ liệu Tinh chỉnh có Giám sát (Supervised Fine-Tuning - SFT) chuẩn công nghiệp dành cho mô hình ngôn ngữ lớn (LLM) tiếng Việt. Tập dữ liệu được thiết kế nhằm phục vụ huấn luyện trợ lý ảo thông minh, hội thoại tự nhiên, suy luận logic, đồng thời đặc trị triệt để hiện tượng "từ chối lười biếng / từ chối nhầm" (Lazy Refusal / Over-Refusal) vốn xuất hiện phổ biến ở các mô… See the full description on the dataset page: https://huggingface.co/datasets/Phuc-HugigFace/Vietnamese-SFT-Corpus-V2.vietnamese-sft-10k
Vietnamese Instruction-Following Dataset (10K)
This dataset comprises 10,000 Vietnamese instruction-style prompt-response pairs curated for supervised fine-tuning (SFT) of language models. It aims to improve conversational and instruction-following abilities in the Vietnamese language, with coverage across diverse social, cultural, and emotional contexts.
Format: JSONL (one object per line)
Fields: "prompt" (instruction or user message), "response" (assistant reply)
Language:… See the full description on the dataset page: https://huggingface.co/datasets/vlinhd11/vietnamese-sft-10k.vietnamese-dpo-10k
Vietnamese DPO Dataset (10K)
This dataset contains 10,000 Vietnamese prompt-response pairs in the Direct Preference Optimization (DPO) format, including a "prompt", a "chosen" response (preferred), and a "rejected" response (less preferred or misaligned). It is intended for training language models to better align with human-preferred responses, particularly in edge cases involving social sensitivity, rudeness, or toxicity.
Format: JSONL (one object per line)
Fields:
"prompt":… See the full description on the dataset page: https://huggingface.co/datasets/vlinhd11/vietnamese-dpo-10k.Vietnamese-o1-journeyOriginal dataset: https://huggingface.co/datasets/GAIR/o1-journey
This dataset is a Vietnamese translated version of GAIR/o1-journey. Please cite the original dataset if you find it useful in your work.
Translated to Vietnamese with context-aware using gemini-flash-2.0-exp via this repo:
https://github.com/vTuanpham/Large_dataset_translator.
Roughly 2 hours for 649 examples.
Vietnamese-microsoft-orca-math-word-problems-200k-gg-translatedvietnamese-sft-10k
Vietnamese Instruction-Following Dataset (10K)
This dataset comprises 10,000 Vietnamese instruction-style prompt-response pairs curated for supervised fine-tuning (SFT) of language models. It aims to improve conversational and instruction-following abilities in the Vietnamese language, with coverage across diverse social, cultural, and emotional contexts.
Format: JSONL (one object per line)
Fields: "prompt" (instruction or user message), "response" (assistant reply)
Language:… See the full description on the dataset page: https://huggingface.co/datasets/522H0134-NguyenNhatHuy/vietnamese-sft-10k.Vietnamese-nvidia-OpenMathInstruct-1-50k-gg-translatedVietnamese-Salesforce-xlam-function-calling-60k-gg-translatedvietnamese-dpo-10k
Vietnamese DPO Dataset (10K)
This dataset contains 10,000 Vietnamese prompt-response pairs in the Direct Preference Optimization (DPO) format, including a "prompt", a "chosen" response (preferred), and a "rejected" response (less preferred or misaligned). It is intended for training language models to better align with human-preferred responses, particularly in edge cases involving social sensitivity, rudeness, or toxicity.
Format: JSONL (one object per line)
Fields:
"prompt":… See the full description on the dataset page: https://huggingface.co/datasets/522H0134-NguyenNhatHuy/vietnamese-dpo-10k.vietnamese-corporate-legal-articles-fsm
Lexora Knowledge - Vietnamese Legal Documents
Dataset Summary
A structured Vietnamese legal knowledge base crawled from
vbpl.vn (CSDL Quốc gia về Pháp luật - Vietnam's
National Legal Database), published as 4 linked subsets: full
documents, individual articles (Điều), the citation graph between
documents/articles, and domain-concept tags. Load a specific subset
with datasets.load_dataset("anhnon/vietnamese-corporate-legal-articles-fsm", "articles") etc.
Intended… See the full description on the dataset page: https://huggingface.co/datasets/anhnon/vietnamese-corporate-legal-articles-fsm.Vietnamese-argilla-OpenHermesPreferences-66k-gg-translatedvietnamese-legal-qa-mini-300
Vietnamese Legal Q&A — SFT Dataset
A domain-specific supervised fine-tuning dataset for
Vietnamese legal question answering, built for LLM
fine-tuning and instruction tuning.
Dataset Summary
This dataset contains 300 Vietnamese legal Q&A samples
covering common areas of Vietnamese civil, criminal,
labor, and administrative law. All samples are in
Vietnamese and follow the Alpaca format.
Split
Samples
Train
250
Validation
50
Total
300… See the full description on the dataset page: https://huggingface.co/datasets/Dang-DN-VN/vietnamese-legal-qa-mini-300.vietnamese_no_robots
Vietnamese-translated version of HuggingFaceH4/no_robots dataset
Dataset Card for No Robots 🙅♂️🤖
Look Ma, an instruction dataset that wasn't generated by GPTs!
Dataset Summary
No Robots is a high-quality dataset of 10,000 instructions and demonstrations created by skilled human annotators. This data can be used for supervised fine-tuning (SFT) to make language models follow instructions better. No Robots was modelled after the instruction dataset described… See the full description on the dataset page: https://huggingface.co/datasets/nguyenphuthien/vietnamese_no_robots.vietnamese_ultrachat_200k
Dataset Card for Vietnamese UltraChat 200k
Dataset Description
This is a heavily filtered version of the UltraChat dataset and was used to train Zephyr-7B-β, a state of the art 7b chat model.
The original datasets consists of 1.4M dialogues generated by ChatGPT and spanning a wide range of topics. To create UltraChat 200k, we applied the following logic:
Selection of a subset of data for faster supervised fine tuning.
Truecasing of the dataset, as we observed around 5%… See the full description on the dataset page: https://huggingface.co/datasets/nguyenphuthien/vietnamese_ultrachat_200k.vietnamese-instruction-dataset
Vietnamese Instruction Dataset
This dataset contains instruction-response pairs for training instruction-following models.
Format
JSON with two fields:
instruction
response
Use Cases
Instruction tuning
Chatbot training
vietnamese_ultrafeedback_binarizedKTO-mix-14k-vietnameseCompatible with KTO Trainer of trl library.
Data was filtered to excluded coding examples, so there is no worry of translation errors.
Leave a heart and gud luck, Vietnamese tuners 🤗.