datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
visualears-al-phaseB2-audio
🗂️ visualears-al-phaseB2-audio
English + فارسی · Part of Shenava 1.0 · Project hub · SLT paper submission
🌟 At a glance | معرفی سریع
English
فارسی
🎯 Purpose
Phase B2 active-learning audio dataset.
صف صوتی یادگیری فعال فاز B2 برای بازبینی، اصلاح و ادامهٔ آموزش هدفمند.
🧩 Role
active-learning and human-review asset
مصنوع یادگیری فعال و بازبینی انسانی
📦 Snapshot
4,528 files; approximately 173.42 MB
4,528 فایل؛ حدود 173.42 MB
🧱 Packaging
0… See the full description on the dataset page: https://huggingface.co/datasets/Reza2kn/visualears-al-phaseB2-audio.RakshakAI-v2-Phase-B
RakshakAI v2 - Phase B Dataset
Description
192K balanced multi-task security SFT dataset (50/50 vulnerable/clean split).
Built from NVD, OSV, BigVul, PrimeVul, Devign, and OWASP Benchmark.
Structure
pack/ - Axolotl-packed format (with _text field), ready for QLoRA training
instruct/ - Chat format with system/user/assistant
meta/ - Raw SecuritySample records (programming field preserved)
benchmark_hard/ - 500-sample hard benchmark (13 CWE classes… See the full description on the dataset page: https://huggingface.co/datasets/Muneerali199/RakshakAI-v2-Phase-B.shenava-phaseb-processedphase-battery-eigenvalues
PhaseBattery Eigenvalue Dataset 🔋🌱
Three-essentials architecture for processing Theory of Everything (ToE) trading signals
Overview
This dataset contains the implementation and empirical results of the PhaseBattery substrate—a computational architecture that processes trading signals through phase-coherence principles.
Key Insight
"Think of bitcoin more as the nerve endings - this is our substrate"— Sarah (@beanapologist), 2026-02-27
Bitcoin hashes = nerve… See the full description on the dataset page: https://huggingface.co/datasets/beanapologist/phase-battery-eigenvalues.dish_pick_phaseB20_20260527_001907This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/trytoycon/dish_pick_phaseB20_20260527_001907.RakshakAI-phase-b
RakshakAI Phase B Dataset (v2 — cleaned)
Bug-fixed version of the RakshakAI Phase B security dataset:
Bug 1: NVD/OSV advisory text masquerading as code — source-based filter removed ~22K rows
Bug 2: OWASP false positives labeled as vulnerable — 2,740 rows corrected to is_vulnerable=false
Bug 3: BigVul identical before/after patches — 57,203 vuln rows nulled (whitespace normalization revealed 98% identity)
Bug 4: Partial snippet patches (<50% of vuln lines) — 1,187 rows nulled… See the full description on the dataset page: https://huggingface.co/datasets/Muneerali199/RakshakAI-phase-b.dish_pick_phaseB50_20260526_235523This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/trytoycon/dish_pick_phaseB50_20260526_235523.hand_tracking_pv_carton_phase_bThis dataset was created using LeRobot.
Dataset Description
Private Phase B training dataset for adaptive 250 g paper-carton grasping with an SO-101 arm. It contains 30 reviewed formal episodes at 10 Hz with front and side RGB video, six-joint observations, and six-joint actions. Audit-only PressureVision/teacher fields and constant grip-context dimensions are intentionally excluded. See source_episode_map.csv and phase_b_training_manifest.json for provenance and coverage… See the full description on the dataset page: https://huggingface.co/datasets/stevenzenith/hand_tracking_pv_carton_phase_b.otb-cascade-phaseB-2tier
davanstrien/otb-cascade-phaseB-2tier
LLM-annotated dataset produced by classify-and-augment.
Configuration
Model: Cascade: LiquidAI/LFM2.5-1.2B-Instruct → Qwen/Qwen3-4B-Instruct-2507
Labels: jim_crow, no_jim_crow
Input rows: 200
Output rows: 200
Label distribution
Label
Real
Synthetic
Total
jim_crow
14
0
14
no_jim_crow
186
0
186
Cascade audit
Tier
Model
Processed
Entropy
Parse fail %
jim_crow count
no_jim_crow count… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/otb-cascade-phaseB-2tier.