SmolTalk

  Dataset description

This is a synthetic dataset designed for supervised finetuning (SFT) of LLMs. It was used to build SmolLM2-Instruct family of models and contains 1M samples. More details in our paper https://arxiv.org/abs/2502.02737 During the development of SmolLM2, we observed that models finetuned on public SFT datasets underperformed compared to other models with proprietary instruction datasets. To address this gap, we created new synthetic datasets… See the full description on the dataset page: https://huggingface.co/datasets/HuggingFaceTB/smoltalk.

Smol-SmalTalk

This is a subset of SmolTalk dataset adapted for smol models with less than 1B parameters. We used it to build SmolLM2-360M-Instruct and SmolLM2-135M-Instruct. We do SFT on this dataset and then DPO on UltraFeedback. Compared to SmolTalk:

The conversations from Smol-Magpie-Ultra are shorter in this dataset We include less task specific data compared to SmolTalk (e.g no function calling and less rewriting and summarization examples) since these smaller models have… See the full description on the dataset page: https://huggingface.co/datasets/vanek-epfl/MNLP_M2_mcqa_dataset.

HuggingFaceTB/smoltalk-multilingual8-Qwen3-32B-main-gen dataset hosted on Hugging Face and contributed by the HF Datasets community

ZeroAgency/HuggingFaceTB-smoltalk-all dataset hosted on Hugging Face and contributed by the HF Datasets community

Dataset Card for ReactiveAI/Smol-Smoltalk Interaction SFT

Derived from HuggingFaceTB/smol-smoltalk. Made for Interaction Supervised Fine-Tuning of Reactive Transformer Proof-of-Concept models, especially RxT-Alpha (more info soon).

  Dataset Details





  Dataset Description

Reactive Transformers are processing only the single interactions in real-time and using Short-Term Memory to store information from previous interactions. Before the model is able to use it's… See the full description on the dataset page: https://huggingface.co/datasets/ReactiveAI/smol-smoltalk-Interaction-SFT.

ketchup123/smoltalk dataset hosted on Hugging Face and contributed by the HF Datasets community

Dataset Card for ReactiveAI/Smol-Smoltalk-Mini Interaction SFT

Derived from HuggingFaceTB/smol-smoltalk (used 25% of train & test splits). Made for Interaction Supervised Fine-Tuning of Reactive Transformer Proof-of-Concept models, especially RxT-Alpha-Mini (more info soon).

Full version available in ReactiveAI/smol-smoltalk-Interaction-SFT

  Dataset Details







  Dataset Description

Reactive Transformers are processing only the single interactions in… See the full description on the dataset page: https://huggingface.co/datasets/ReactiveAI/smol-smoltalk-mini-Interaction-SFT.

Delta-Vector/Hydrus-SmolTalk-2-IF-MT dataset hosted on Hugging Face and contributed by the HF Datasets community

aladinDJ/smoltalk-annotated-full dataset hosted on Hugging Face and contributed by the HF Datasets community

horus-ai-labs/smoltalk-filtered dataset hosted on Hugging Face and contributed by the HF Datasets community

nosuchjihyun/smol-smoltalk-chat dataset hosted on Hugging Face and contributed by the HF Datasets community

ketchup123/smoltalk-annotated-full-backup dataset hosted on Hugging Face and contributed by the HF Datasets community

jaxon3062/smoltalk-gemma3-chat-512 dataset hosted on Hugging Face and contributed by the HF Datasets community

salhernandez/homer-simpson-smoltalk dataset hosted on Hugging Face and contributed by the HF Datasets community

field_messages: messages message_field_role: role message_field_content: content```

Delta-Vector/Hydrus-Smoltalk-Subset dataset hosted on Hugging Face and contributed by the HF Datasets community

salhernandez/homer-simpson-smoltalk-everyday-conversations dataset hosted on Hugging Face and contributed by the HF Datasets community

HuggingFaceTB smoltalk DolphinLabeled

  Part of the DolphinLabeled series of datasets





  Presented by Eric Hartford and Cognitive Computations

The purpose of this dataset is to enable filtering of HuggingFaceTB/smoltalk dataset. The original dataset is HuggingFaceTB/smoltalk I have modified the dataset using two scripts.

dedupe.py - removes rows with identical final message content label.py - adds a "flags" column containing the following boolean values: "refusal":… See the full description on the dataset page: https://huggingface.co/datasets/QuixiAI/HuggingFaceTB_smoltalk-DolphinLabeled.

SmolTalk2

  Dataset description

This dataset contains three subsets (Mid, SFT, Preference) that correspond to the three phases of Post-Training for SmolLM3-3B. You can find more details in our blog post about how we used the data in each of the stages SmolLM3. The specific weight of each subset is available in the training recipe in SmolLM's repository. You can load a dataset using from datasets import load_dataset

To load the train split of a specific subset, such as… See the full description on the dataset page: https://huggingface.co/datasets/HuggingFaceTB/smoltalk2.

FluxiIA/smoltalk dataset hosted on Hugging Face and contributed by the HF Datasets community