datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
classifier_source
Dataset Card for Lapa High Quality Pretraining Dataset
Dataset Description
Dataset Summary
This dataset is a random sample of both https://huggingface.co/datasets/lapa-llm/pretraining-lower-quality and https://huggingface.co/datasets/lapa-llm/pretraining-high-quality to transfer classifiers from English language to Ukrainian.It was used to transfer the following models from this collection https://huggingface.co/collections/lapa-llm/lapa-v012-pretraining:… See the full description on the dataset page: https://huggingface.co/datasets/lapa-llm/classifier_source.task1338_peixian_equity_evaluation_corpus_sentiment_classifier
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1338_peixian_equity_evaluation_corpus_sentiment_classifier
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1338_peixian_equity_evaluation_corpus_sentiment_classifier.task925_coached_conv_pref_classifier
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task925_coached_conv_pref_classifier
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task925_coached_conv_pref_classifier.task923_event2mind_classifier
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task923_event2mind_classifier
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task923_event2mind_classifier.song-lyrics-artist-classifierpmjay-classifier-sft
PM-JAY Health Benefit Package Classifier
Part of the AxisMapper Medical AI Suite — 16 domain-specific SFT datasets for fine-tuning medical LLMs.
Built by AmareshHebbar | Studio Ilios / Humanova Minds
What this dataset does
Medical specialty + procedure → PM-JAY HBP code, package name, and rate
Why download this
Automate PM-JAY / Ayushman Bharat claim processing. Map procedures to Health Benefit Packages for pre-authorization and reimbursement.… See the full description on the dataset page: https://huggingface.co/datasets/AmareshHebbar/pmjay-classifier-sft.insurance-classifier-sft
Insurance Coverage Classifier (Stark Law DHS)
Part of the AxisMapper Medical AI Suite — 16 domain-specific SFT datasets for fine-tuning medical LLMs.
Built by AmareshHebbar | Studio Ilios / Humanova Minds
What this dataset does
CPT/HCPCS codes → Stark Law DHS classification + compliance notes
Why download this
Compliance automation for physician self-referral rules. Identify which services are Designated Health Services under Stark Law Section… See the full description on the dataset page: https://huggingface.co/datasets/AmareshHebbar/insurance-classifier-sft.book-text-classifier
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/shhossain/book-text-classifier.alphafold_misinterpretation_classifier_v0.2AlphaFold Misinterpretation Classifier
PurposeDetect common ways people overclaim from AlphaFold outputs.
Input fields
protein_context
alphafold_signals
proposed_inference
Required outputReturn one JSON object
misinterpretationyes or no
error_typemust match allowed list
correctionone sentence
Allowed error_type values
no_error
low_confidence_region_overtrust
interdomain_orientation_overclaim
disorder_as_structure
loop_position_overtrust
complex_negation_from_monomer… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/alphafold_misinterpretation_classifier_v0.2.smolified-risk-clause-classifier
🤏 smolified-risk-clause-classifier
Intelligence, Distilled.
This is a synthetic training corpus generated by the Smolify Foundry.
It was used to train the corresponding model AtrriJi/smolified-risk-clause-classifier.
📦 Asset Details
Origin: Smolify Foundry (Job ID: ebc82c6b)
Records: 535
Type: Synthetic Instruction Tuning Data
⚖️ License & Ownership
This dataset is a sovereign asset owned by AtrriJi.
Generated via Smolify.ai.
task1336_peixian_equity_evaluation_corpus_gender_classifier
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1336_peixian_equity_evaluation_corpus_gender_classifier
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1336_peixian_equity_evaluation_corpus_gender_classifier.smolified-risk-clause-classifier
🤏 smolified-risk-clause-classifier
Intelligence, Distilled.
This is a synthetic training corpus generated by the Smolify Foundry.
It was used to train the corresponding model AtrriJi/smolified-risk-clause-classifier.
📦 Asset Details
Origin: Smolify Foundry (Job ID: ebc82c6b)
Records: 535
Type: Synthetic Instruction Tuning Data
⚖️ License & Ownership
This dataset is a sovereign asset owned by AtrriJi.
Generated via Smolify.ai.
hs-classifier-train-v1
hs-classifier-train-v1
Synthetic UK customs HS classification training data for Freightcode LoRA (hs-classifier-v1).
Column
Description
text
Mistral [INST] formatted prompt + HS response
Generated by generate-training-data.mjs, converted by scripts/lora/convert_dataset.py.