datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
warehouse-dpo-preference-pairs
Warehouse Short-Order DPO Preference Pairs
Dataset Description
This dataset contains {prompt, chosen, rejected} preference pairs for
training a warehouse short-order assistant with Direct Preference
Optimization (DPO). Each pair asks a real warehouse-inventory question
(stockout risk, backorders, KPI summaries, why a warehouse is failing
fulfillment - at a single-warehouse, tier, region, or dataset-wide
comparison level) grounded in real tool-call output… See the full description on the dataset page: https://huggingface.co/datasets/EnRaoufi/warehouse-dpo-preference-pairs.warehouse-process-mining-benchmark
Warehouse Process Mining Benchmark
Benchmark results for WareFlowTwin process mining and optimization, aligned with VillanovaAI/Temporal_Logistics_Inventory_Movements.
Contents
File
Description
manifest.json
Dataset metadata
eval_results.json
Aggregate benchmark metrics
warehouse_*.json
Per-instance process mining + optimization results
Pipeline Evaluated
Event log construction (lot_id, case_id, activity, timestamp, warehouse… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/warehouse-process-mining-benchmark.warehouse-inventory-stratified-sample
Warehouse Inventory Stratified Sample (210 rows)
Dataset Description
This is a 210-row stratified sample of real warehouse-inventory
records, drawn from
electricsheepafrica/warehouse-inventory-management
(CC BY 4.0). It's the source data behind the companion
Warehouse Short-Order DPO Preference Pairs
dataset - every fact in that downstream dataset traces back to a real
row in this sample, which in turn traces back to a real row in the
original source CSVs. No… See the full description on the dataset page: https://huggingface.co/datasets/EnRaoufi/warehouse-inventory-stratified-sample.han-warehouse-intent-reasoning-v1
Warehouse Task Intent Reasoning Dataset
This dataset models how humanoid robots infer
human intent and task requirements in warehouse environments.
It bridges perception and task execution planning.
Structure
Perceived situation
Reasoning
Inferred task intent
Part of
Humanoid Network (HAN)
License
MIT
warehouse-robot-tasks-basic
Warehouse Robot Tasks – Basic
This dataset contains basic warehouse-related tasks for humanoid robots.
Each entry maps a natural language instruction to a warehouse action.
Fields
instruction: task command
input: optional context
output: expected robot behavior
Intended Use
Training and evaluating humanoid robots in warehouse environments.
han-warehouse-intent-to-action-v1
Warehouse Task Intent to Action Dataset
This dataset maps inferred warehouse task intents
to abstract humanoid action sequences.
Actions are defined at a high level and remain
independent of specific robot hardware.
Structure
Task intent
Action goal
Abstract action sequence
Part of
Humanoid Network (HAN)
License
MIT
han-warehouse-perception-v1
Warehouse Environment Perception Dataset
This dataset represents how humanoid robots perceive
industrial warehouse environments in a human-centric way.
The data focuses on abstract observations rather than
raw sensor data, enabling cross-robot compatibility.
Contains
Warehouse environment description
Visual observations
Audio cues
Robot operational role
Part of
Humanoid Network (HAN)
License
MIT