datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
uniref
Dataset Card for flair-bio/uniref
Dataset Summary
This dataset is a cleaned, deduplication-clustered, and quality-scored version of
UniRef100 (UniProt Reference Clusters), a comprehensive, non-redundant-by-design database of
protein sequences derived from UniProtKB and select UniParc records. It has been reprocessed by
the FLAIR modules/data pipeline into a single
training-ready Parquet dataset (sharded), with additional per-sequence redundancy reduction
(MMseqs2… See the full description on the dataset page: https://huggingface.co/datasets/flair-bio/uniref.oas
Dataset Card for flair-bio/oas
Dataset Summary
This dataset is a cleaned and quality-scored version of the paired heavy/light chain subset of
the Observed Antibody Space (OAS) database (Oxford Protein Informatics Group), a large
repository of Next-Generation Sequencing (NGS) antibody repertoires. It has been reprocessed by
the FLAIR modules/data pipeline into a single
training-ready Parquet dataset (sharded — one shard per source study/run), with per-sequence… See the full description on the dataset page: https://huggingface.co/datasets/flair-bio/oas.flair-multidomain-parquet
FLAIR multi-domain pack — 256 px
24,475 tiles · 9 French domains · 1.94 GB, repacked from IGNF/FLAIR-HUB into Parquet so a Colab runtime can stream it.
Use this pack for: the headline runs; 256 px gives the sharpest boundaries.
Pack
Patch
Size
One shard per domain
flair-multidomain-parquet
256 px
1.94 GB
yes ← this repo
flair-multidomain-parquet-128
128 px
0.9 GB
yes
Columns
column
type
contents
rgb
JPEG bytes
aerial RGB, 256², quality… See the full description on the dataset page: https://huggingface.co/datasets/FatimahEmadEldin/flair-multidomain-parquet.flair-multidomain-parquet-512
FLAIR multi-domain pack — 512 px (0.20 m/px)
24,475 tiles · 9 French domains · 4.86 GB, repacked from IGNF/FLAIR-HUB into Parquet so a Colab runtime can stream it.
This is FLAIR's native aerial resolution. A 102.4 m tile at 512 px is 0.20 m/px — the sampling the COSIA labels were digitised at. The smaller packs below are downsamples, and results from different sampling must not share a table: changing ground sampling changes the task, not just the cost.
Pack
Patch
Ground… See the full description on the dataset page: https://huggingface.co/datasets/FatimahEmadEldin/flair-multidomain-parquet-512.flair-multidomain-parquet-128
FLAIR multi-domain pack — 128 px
24,475 tiles · 9 French domains · 0.9 GB, repacked from IGNF/FLAIR-HUB into Parquet so a Colab runtime can stream it.
Use this pack for: modest GPUs. Same 9 domains and same labels, a quarter of the pixels per training step - the practical choice on a free Colab T4.
Pack
Patch
Size
One shard per domain
flair-multidomain-parquet
256 px
1.94 GB
yes
flair-multidomain-parquet-128
128 px
0.9 GB
yes ← this repo
Columns… See the full description on the dataset page: https://huggingface.co/datasets/FatimahEmadEldin/flair-multidomain-parquet-128.mgnify
Dataset Card for flair-bio/mgnify
Dataset Summary
This dataset is a cleaned, deduplication-clustered, and quality-scored version of the MGnify
peptide database (EBI Metagenomics), a large collection of predicted protein sequences derived
from environmental metagenomic and metatranscriptomic assemblies. It has been reprocessed by the
FLAIR modules/data pipeline into a single
training-ready Parquet dataset (sharded), with per-sequence redundancy reduction (MMseqs2… See the full description on the dataset page: https://huggingface.co/datasets/flair-bio/mgnify.bfd
Dataset Card for flair-bio/bfd
Dataset Summary
This dataset is a cleaned, deduplication-clustered, and quality-scored version of the
Big Fantastic Database (BFD) — a large metagenomic protein sequence database originally
assembled from metaclust and used as an MSA source in AlphaFold. It has been reprocessed by the
FLAIR modules/data pipeline into a single
training-ready Parquet dataset (sharded), with per-sequence redundancy-reduction (MMseqs2
cascaded… See the full description on the dataset page: https://huggingface.co/datasets/flair-bio/bfd.FLAIR