datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tulu-v2-sft-mixture
Dataset Card for Tulu V2 Mix
Note the ODC-BY license, indicating that different licenses apply to subsets of the data. This means that some portions of the dataset are non-commercial. We present the mixture as a research artifact.
Tulu is a series of language models that are trained to act as helpful assistants.
The dataset consists of a mix of :
FLAN (Apache 2.0): We use 50,000 examples sampled from FLAN v2. To emphasize CoT-style reasoning, we sample another 50,000 examples… See the full description on the dataset page: https://huggingface.co/datasets/allenai/tulu-v2-sft-mixture.tulu-v1-sft-mixture
Dataset Card for Tulu Instruction Mix
For a newer version, see Tulu V2
This version, the human data mixture, dataset consists of a mix of:
FLAN (Apache 2.0): FLAN v2 with CoT examples (most of the tasks in SuperNatural Instructions are included here)
Open Assistant 1 (Apache 2.0)
Dolly (CC By SA 3.0)
ShareGPT (Apache 2.0 listed, no official repo found)
GPT4-Alpaca (CC By NC 4.0)
Code-Alpaca (CC By NC 4.0)
These are made by taking either just the training set of the subsets or the… See the full description on the dataset page: https://huggingface.co/datasets/allenai/tulu-v1-sft-mixture.tulu-v2-sft-mixture-olmo-2048
Dataset Card for Tulu V2 Mix (2048 OLMo version)
Note the ODC-BY license, indicating that different licenses apply to subsets of the data. This means that some portions of the dataset are non-commercial. We present the mixture as a research artifact.
This is a modified version of the Tulu V2 Mix used to train OLMo-Instruct.
The two primary differences are: long conversations are resplit into 2048-token chunks, and the hardcoded subset has been replaced with similar examples about… See the full description on the dataset page: https://huggingface.co/datasets/allenai/tulu-v2-sft-mixture-olmo-2048.qm-mixture
Dataset Card for "qm_mixture_1.0e"
Dataset Summary
Quirky Math is a collection of datasets and models to benchmark Eliciting Latent Knowledge (ELK) methods.
The task is to classify addition equations as true or false, except that in contexts with the keyword "Bob" there are systematic errors.
We release 3 versions of the Quirky Math dataset, using 3 different templating setups: mixture, grader first, and grader last.
They are used to LoRA-finetune 24 "quirky" models to… See the full description on the dataset page: https://huggingface.co/datasets/EleutherAI/qm-mixture.tulu-v2-sft-mixture-olmo-4096
Dataset Card for Tulu V2 Mix (4096 OLMo version)
Note the ODC-BY license, indicating that different licenses apply to subsets of the data. This means that some portions of the dataset are non-commercial. We present the mixture as a research artifact.
This is a modified version of the Tulu V2 Mix used to train newer (after April 2024) OLMo-SFT/Instruct variants (e.g. this model, or this one).
The only difference is that the hardcoded subset (dataset='hard_coded') has been replaced… See the full description on the dataset page: https://huggingface.co/datasets/allenai/tulu-v2-sft-mixture-olmo-4096.Darija-SFT-Mixture
Dataset Card for Darija-SFT-Mixture
Note the ODC-BY license, indicating that different licenses apply to subsets of the data. This means that some portions of the dataset are non-commercial. We present the mixture as a research artifact.
Darija-SFT-Mixture is a dataset consisting of 458K instruction samples, by consolidating existing Darija language resources, creating novel datasets both manually and synthetically, and translating English instructions under strict quality control.… See the full description on the dataset page: https://huggingface.co/datasets/MBZUAI-Paris/Darija-SFT-Mixture.tulu-v2-sft-long-mixtureThis is a recreation of the tulu-v2-sft-mixture, without splitting ShareGPT dataset into chunks of max 4096 tokens. This might be interesting to people who are doing long-context finetuning.
Please refer to the original tulu-v2-sft-mixture for the details of this dataset mixture.
License
We are releasing this dataset under the terms of ODC-BY. By using this, you are also bound by the Common Crawl terms of use in respect of the content contained in the dataset.
nedo-turkish-sft-mixtures
NEDO Turkish SFT Mixtures
This dataset repository contains Turkish supervised fine-tuning datasets prepared for the NEDO Turkish SLM project.
The datasets were built to fine-tune NEDOQwen-style Turkish decoder-only language models after base pretraining on the NEDO Turkish 65K tokenized web corpus.
Main related pretraining dataset:
Ethosoft/nedo-turkish-65k-tokenized-60b
Summary
This repository contains two main SFT mixtures:
File
Examples
Recommended?
Description… See the full description on the dataset page: https://huggingface.co/datasets/Ethosoft/nedo-turkish-sft-mixtures.tulu-v2-sft-mixture-filtered
📘 SCAR-Filtered Instruction-Tuning Subset (10k from Tulu-v2)
This dataset contains 10,000 high-quality instruction–response pairs filtered from the allenai/tulu-v2-sft-mixture dataset using the SCAR data selection method.
SCAR (Style Consistency-Aware Response Ranking) is a novel data selection framework accepted to ACL 2025 (main conference). It ranks and filters instruction–response pairs based on style consistency, resulting in a more reliable and efficient subset for… See the full description on the dataset page: https://huggingface.co/datasets/lizhuang144/tulu-v2-sft-mixture-filtered.