datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Competition-Submissions
Competition Submissions
A curated dataset of writing that models compassionate moral reasoning about nonhuman sentient beings — animals, insects, digital minds, and entities whose moral status is uncertain.
Designed for pretraining and fine-tuning language models to reason more carefully and compassionately when facing decisions that affect sentient life.
Why This Dataset Exists
Recent alignment research shows that training on synthetic documents depicting… See the full description on the dataset page: https://huggingface.co/datasets/Hyperstition-for-Good/Competition-Submissions.HyperThink-X-Nvidia-Opencode-Reasoning-200K
🔮 HyperThink
HyperThink is a premium, best-in-class dataset series capturing deep reasoning interactions between users and an advanced Reasoning AI system. Designed for training and evaluating next-gen language models on complex multi-step tasks, the dataset spans a wide range of prompts and guided thinking outputs.
🚀 Dataset Tiers
HyperThink is available in three expertly curated versions, allowing flexible scaling based on compute resources and training goals:… See the full description on the dataset page: https://huggingface.co/datasets/Sashvat/HyperThink-X-Nvidia-Opencode-Reasoning-200K.hyperion-v2.0
Hyperion v2.0
Introduction
Hyperion is a comprehensive question answering and conversational dataset designed to promote advancements in AI research with a particular emphasis on reasoning and understanding in scientific domains such as science, medicine, mathematics, and computer science. It integrates data from a wide array of datasets, facilitating the development of models capable of handling complex inquiries and instructions.
Dataset Description
Hyperion… See the full description on the dataset page: https://huggingface.co/datasets/Locutusque/hyperion-v2.0.task1582_bless_hypernym_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1582_bless_hypernym_generation
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/task1582_bless_hypernym_generation.hyperion-v3.0Hyperion-3.0 has significantly improved performance over its predecessors.
"I found that having more code datasets than general purpose datasets ironically decreases performance in both coding and general tasks."
Data sources:
OpenOrca/SlimOrca
cognitivecomputations/dolphin (300k examples)
microsoft/orca-math-word-problems-200k (60k examples)
glaiveai/glaive-code-assistant
Vezora/Tested-22k-Python-Alpaca
Unnatural Instructions
BI55/MedText
LDJnr/Pure-Dove
Various domain-specific datasets by… See the full description on the dataset page: https://huggingface.co/datasets/Locutusque/hyperion-v3.0.task1585_root09_hypernym_generation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1585_root09_hypernym_generation
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/task1585_root09_hypernym_generation.hyperswitch-product-code-mapping
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 1801
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-product-code-mapping.hyperswitch-code-corpus-track-a
archit11/hyperswitch-code-corpus-track-a
Repository-specific code corpus extracted from hyperswitch and split by file for training/evaluation.
What is in this dataset
Source corpus: data/code_corpus_hyperswitch
Total files: 300
Train files: 270
Validation files: 30
Test files: 0
File type filter: .rs
Split mode: file (file-level holdout)
Each row has:
file_name: flattened source file name
text: full file contents
Training context
This dataset was used for… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-code-corpus-track-a.hyperswitch-issue-to-code_v2
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 319
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-issue-to-code_v2.2SyntheticDatasetSmallhyperswitch-rust-commits
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 0
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-rust-commits.hyperswitch-rust-commitsv5
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 2277
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-rust-commitsv5.sharegpt-hyperfiltered-3k-llama
sharegpt-hyperfiltered-3k-llama
sharegpt-hyperfiltered-3k, formatted to llama2's prompting schema.
sharegpt-hyperfiltered-3k-zephyr
sharegpt-hyperfiltered-3k-zephyr
sharegpt-hyperfiltered-3k, formatted to the prompting schema zephyr-7b-alpha uses.
hyperswitch-issue-to-code_v3_natural
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 9
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-issue-to-code_v3_natural.hyperswitch-filenames
Hyperswitch Dataset with Extracted Filenames
Dataset Description
This dataset contains git patches from the Hyperswitch repository with extracted filenames for each patch.
Dataset Summary
Total Examples: 1892
Language: Rust (primary)
Source: Hyperswitch GitHub repository
Enhanced with: Extracted filenames from git patches
Data Fields
The dataset includes all original fields from juspay/hyperswitch plus:
filenames: List of file paths extracted from… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-filenames.hyperswitch-product-code-mapping-v3
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 1801
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-product-code-mapping-v3.hypernet_validated
Subject Models for Interpretability Training
These examples are intended for training an interpreter to:
Identify what patterns a model classifies as positive based on an activation signature, with examples of: trained model + signature → pattern identification.
Signature Extraction
Neuron Profile Methods
mean, std, fourier, input_correlations, pre_activation_mean, pre_activation_std
Prompt Format
separate
Signature Dataset… See the full description on the dataset page: https://huggingface.co/datasets/maximuspowers/hypernet_validated.hyperswitch-rust-commitsv4
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 328
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-rust-commitsv4.hyperswitch-rust-commits-final2
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 2277
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-rust-commits-final2.hyperswitch-product-code-mapping2
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 1801
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-product-code-mapping2.hyperswitch-product-code-full
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 1801
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-product-code-full.hyperswitch-product-code-complete
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 1801
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-product-code-complete.hyperswitch-issue-to-code_v10
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 30
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-issue-to-code_v10.hyperswitch-rust-commits-final
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 2277
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-rust-commits-final.hyperswitch-issue-to-code2
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 231
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-issue-to-code2.hyperswitch-issue-to-code_v3
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 900
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-issue-to-code_v3.hyperswitch-issue-to-code
Rust Commit Dataset - Hyperswitch
Dataset Description
This dataset contains Rust commit messages paired with their corresponding code patches from the Hyperswitch repository.
Dataset Summary
Total Examples: 231
Language: Rust
Source: Hyperswitch GitHub repository
Format: Prompt-response pairs for supervised fine-tuning (SFT)
Data Fields
prompt: The commit message describing the change
response: The git patch/diff showing the actual code changes… See the full description on the dataset page: https://huggingface.co/datasets/archit11/hyperswitch-issue-to-code.Hinglishqna-llm-tuneThis dataset is hinglish qna ,which involves abusive language from customers in financial domain. It also involves emotional cues such as , etc.