datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
itis-taxonomy-instruct-30k-v2-negatives
ITIS Taxonomy Instruction Dataset with Negative Samples
Overview
The ITIS Taxonomy Instruction Dataset with Negative Samples is a structured instruction-response dataset derived from the public domain Integrated Taxonomic Information System (ITIS) database.
It was designed for fine-tuning large language models on taxonomy-oriented tasks such as rank identification, lineage reconstruction, parent taxon retrieval, taxonomic validity checks, and common name mapping.… See the full description on the dataset page: https://huggingface.co/datasets/Jaymerry/itis-taxonomy-instruct-30k-v2-negatives.scram-curriculum
scram-curriculum: the training set behind Scram-0.8B
17,837 verified teacher traces. This is the complete supervised fine-tuning set used
to train negativevoid/Scram-0.8B-6bit,
published so the recipe is checkable rather than merely described.
How it was made
Traces were generated by Qwen3.5-4B and Qwen3.5-9B, then kept only if the final
answer exactly matched gold. Roughly 7% of generations were discarded by that filter.
Verification is final-answer-only: no one… See the full description on the dataset page: https://huggingface.co/datasets/negativevoid/scram-curriculum.