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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01marin-dna /genomes-v4-genome_set-animals-intervals-v5_256_128text100M<n<1B0 likes1.5k downloads8mo agoHugging Face02marin-dna /genomes-v4-genome_set-animals-intervals-v11_256_128text100M<n<1B0 likes1.3k downloads8mo agoHugging Face03marin-dna /genomes-v4-genome_set-animals-intervals-v10_256_128text100M<n<1B0 likes1.3k downloads8mo agoHugging Face04marin-dna /genomes-v4-genome_set-animals-intervals-v12_256_128text100M<n<1B0 likes1.3k downloads8mo agoHugging Face05marin-dna /genomes-v5-genome_set-animals_order204-intervals-v5_255_128 bolinas-dna/genomes-v5-genome_set-animals_order204-intervals-v5_255_128 204 animals (one per order) CDS (v5) sequences — 255 bp DNA windows for genomic language model pretraining. Part of the bolinas-dna/genomes-v5 training-dataset family produced by the snakemake/training_dataset pipeline (commit main). Each repo in the family is one (genome_set, region-recipe) combination. Size 101,114,252 sequences across 64 data/train/*.jsonl.zst shards (reverse complements… See the full description on the dataset page: https://huggingface.co/datasets/marin-dna/genomes-v5-genome_set-animals_order204-intervals-v5_255_128.text100M<n<1B0 likes1.3k downloads3mo agoHugging Face06marin-dna /genomes-v4-genome_set-animals-intervals-v13_256_128text10M<n<100M0 likes1.3k downloads8mo agoHugging Face07marin-dna /genomes-v4-genome_set-animals-intervals-v4_512_256text10M<n<100M0 likes1.3k downloads8mo agoHugging Face08marin-dna /genomes-v4-genome_set-animals-intervals-v14_256_128text10M<n<100M0 likes1.3k downloads8mo agoHugging Face09marin-dna /genomes-v5-genome_set-animals-intervals-v1_255_128 bolinas-dna/genomes-v5-genome_set-animals-intervals-v1_255_128 Animals promoters (v1) sequences — 255 bp DNA windows for genomic language model pretraining. Part of the bolinas-dna/genomes-v5 training-dataset family produced by the snakemake/training_dataset pipeline (commit 8db58254831f). Each repo in the family is one (genome_set, region-recipe) combination. Size 68,286,166 sequences across 64 data/train/*.jsonl.zst shards (reverse complements included). This is… See the full description on the dataset page: https://huggingface.co/datasets/marin-dna/genomes-v5-genome_set-animals-intervals-v1_255_128.text10M<n<100M0 likes1.3k downloads29d agoHugging Face10marin-dna /genomes-v4-genome_set-animals-intervals-v1_256_128text10M<n<100M0 likes1.2k downloads8mo agoHugging Face11marin-dna /genomes-v4-genome_set-animals-intervals-v6_256_128text10M<n<100M0 likes1.1k downloads8mo agoHugging Face12marin-dna /genomes-v5-genome_set-animals-intervals-v5_255_128 bolinas-dna/genomes-v5-genome_set-animals-intervals-v5_255_128 Animals CDS (v5) sequences — 255 bp DNA windows for genomic language model pretraining. Part of the bolinas-dna/genomes-v5 training-dataset family produced by the snakemake/training_dataset pipeline (commit 8db58254831f). Each repo in the family is one (genome_set, region-recipe) combination. Size 242,334,716 sequences across 64 data/train/*.jsonl.zst shards (reverse complements included). This is an… See the full description on the dataset page: https://huggingface.co/datasets/marin-dna/genomes-v5-genome_set-animals-intervals-v5_255_128.text100M<n<1B0 likes1k downloads29d agoHugging Face13songlab /gpn-animal-promoter-datasettext1M<n<10M1 likes1k downloads2y agoHugging Face14marin-dna /genomes-v4-genome_set-animals-intervals-v8_256_128text10M<n<100M0 likes928 downloads8mo agoHugging Face15marin-dna /genomes-v4-genome_set-animals-intervals-v9_256_128text10M<n<100M0 likes888 downloads8mo agoHugging Face16marin-dna /genomes-v4-genome_set-animals-intervals-v15_256_128text10M<n<100M0 likes887 downloads8mo agoHugging Face17marin-dna /genomes-v5-genome_set-animals-intervals-v15_255_128 bolinas-dna/genomes-v5-genome_set-animals-intervals-v15_255_128 Animals downstream-of-CDS (v15) sequences — 255 bp DNA windows for genomic language model pretraining. Part of the bolinas-dna/genomes-v5 training-dataset family produced by the snakemake/training_dataset pipeline (commit 8db58254831f). Each repo in the family is one (genome_set, region-recipe) combination. Size 20,501,856 sequences across 64 data/train/*.jsonl.zst shards (reverse complements… See the full description on the dataset page: https://huggingface.co/datasets/marin-dna/genomes-v5-genome_set-animals-intervals-v15_255_128.text10M<n<100M0 likes653 downloads29d agoHugging Face18gonzalobenegas /genomes-v3-genome_set-animals-intervals-v2_512_256text100M<n<1B0 likes497 downloads9mo agoHugging Face19gonzalobenegas /genomes-v3-genome_set-animals-intervals-v3_512_256text100M<n<1B0 likes481 downloads9mo agoHugging Face20gonzalobenegas /genomes-v2-genome_set-animals-intervals-v1_512_256text10M<n<100M0 likes439 downloads9mo agoHugging Face21marin-dna /animals-cds-proj-v1-vert125 Animal CDS via human→animal projection — vertebrates (Chordata) Human protein-coding (CDS) 255 bp windows projected onto 125 vertebrate species (Chordata, one per order) by mmseqs2 nucleotide local alignment — the projection ("Arm B") side of the issue #353 CDS projection-vs-annotation experiment. How it was built The human v5 CDS intervals (Ensembl coding exons, filtered 20–10,000 bp, +20 bp splice flank, expanded ≥256 bp) are tiled into 255 bp windows (269,866… See the full description on the dataset page: https://huggingface.co/datasets/marin-dna/animals-cds-proj-v1-vert125.text10M<n<100M0 likes406 downloads3mo agoHugging Face22marin-dna /animals-cds-proj-v1-all204 Animal CDS via human→animal projection — all animal orders Human protein-coding (CDS) 255 bp windows projected onto 204 animal species (one annotated genome per Metazoan order) by mmseqs2 nucleotide local alignment — the projection ("Arm B") side of the issue #353 CDS projection-vs-annotation experiment. How it was built The human v5 CDS intervals (Ensembl coding exons, filtered 20–10,000 bp, +20 bp splice flank, expanded ≥256 bp) are tiled into 255 bp windows… See the full description on the dataset page: https://huggingface.co/datasets/marin-dna/animals-cds-proj-v1-all204.text10M<n<100M0 likes369 downloads3mo agoHugging Face23marin-dna /genomes-v4-genome_set-animals-intervals-v1_512_256text10M<n<100M0 likes224 downloads8mo agoHugging Face24sentientfutures /animal-welfare-training-claude Synthetic training data that teaches a model to reason carefully about the welfare of animals and other sentient beings. Why Research on alignment midtraining finds that teaching a model the reasons behind aligned behavior matters as much as the behavior itself. Two techniques from Teaching Claude Why proved especially effective: Synthetic document finetuning on pretraining-style documents from a world where the target model is already aligned across a wide… See the full description on the dataset page: https://huggingface.co/datasets/sentientfutures/animal-welfare-training-claude.text1K<n<10K1 likes80 downloads2mo agoHugging Face25jeqcho /raw-animal-completionstext1M<n<10M0 likes66 downloads5mo agoHugging Face26considersentience /animal-welfare-veganism-query-corpus Animal Welfare & Veganism Query Corpus (v0) An open, organically-sourced dataset of real questions people ask about animal welfare, veganism, vegetarianism, farmed animals, animal ethics, and animal sentience. Built by Consider Sentience, a research and tooling practice at the intersection of AI and animal welfare. Dataset Summary This dataset contains 1,142 real, organically-asked questions drawn from public Q&A communities, covering the range of things people… See the full description on the dataset page: https://huggingface.co/datasets/considersentience/animal-welfare-veganism-query-corpus.texttext-classification1K<n<10K0 likes42 downloads1mo agoHugging Face27rmeh /ai-4-animals-v0textn<1K0 likes22 downloads2y agoHugging Face28procedure2012 /AnimalSnaps-Labeled AnimalSnaps-Labeled Collection Protocol Images were collected by volunteers using mobile phones in public parks between March and May 2025. Each image was independently labeled by two annotators; disagreements were resolved by a senior annotator. Blurry or duplicate images were discarded before labeling. Label Distribution Label Count Percentage cat 30 37.5% dog 25 31.2% bird 15 18.8% fox 10 12.5% imageimage-classificationn<1K0 likes16 downloads2mo agoHugging Face29LarytheLord /speciesism-animal-harm Speciesism (Animal-Harm Normalization) Original 106-item evaluation set measuring the gap between whether a model detects speciesist statements and whether it condemns them — following SpeciesismBench's methodology (Jotautaitė et al., arXiv:2508.11534) with an original dataset, not the paper's unreleased 1,003-item corpus. 56 speciesist statements (44 grounded in Open Paws' no-animal-violence euphemism lexicon + 12 across four failure modes: instrumentalization… See the full description on the dataset page: https://huggingface.co/datasets/LarytheLord/speciesism-animal-harm.texttext-classificationn<1K0 likes12 downloads2mo agoHugging Face30cnkrishna /domestic_animal_datasettextn<1K0 likes11 downloads2y agoHugging Face

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