Table · dataset · 2024
SmolTalk
Listed in Hugging Face Datasets
Description
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 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: huggingface.co/datasets/HuggingFaceTB/smoltalk.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/HuggingFaceTB/smoltalk ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2502.02737 arxiv.org/abs/2502.02737 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/HuggingFaceTB/smoltalk ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | HuggingFaceTB/smoltalk | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |