datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
CREST_fleetstarlink-fleet-data
Starlink Constellation Fleet Data
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Daily health snapshots of the SpaceX Starlink constellation, derived from CelesTrak GP (General Perturbations) data. Tracks satellite count, orbital shells, operational status, and ISL capability across five inclination-based shells.
Starlink is the largest satellite constellation ever built, representing a fundamental shift in how broadband… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/starlink-fleet-data.ast-spacemobile-fleet-data
AST SpaceMobile BlueBird Fleet Data
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Daily health snapshots of the AST SpaceMobile BlueBird direct-to-cell satellite constellation, derived from CelesTrak GP (General Perturbations) data. Tracks the BlueWalker 3 prototype and all production BlueBird satellites as the constellation is built out.
AST SpaceMobile is developing a unique LEO constellation designed to provide… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/ast-spacemobile-fleet-data.oneweb-fleet-data
OneWeb Constellation Fleet Data
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Daily health snapshots of the OneWeb (Eutelsat OneWeb) satellite constellation, derived from CelesTrak GP (General Perturbations) data. Tracks satellite count and lifecycle status across OneWeb's near-polar orbital planes.
OneWeb operates a ~650-satellite first-generation LEO broadband constellation at roughly 1,200 km altitude and 87.9 degrees… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/oneweb-fleet-data.globalstar-fleet-data
Globalstar Constellation Fleet Data
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Daily health snapshots of the Globalstar satellite constellation, derived from CelesTrak GP (General Perturbations) data. Tracks satellite count, hardware generation, and lifecycle status for the full ~85-satellite fleet.
Globalstar operates a LEO satellite-messaging and voice constellation at roughly 1,414 km altitude and 52 degrees… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/globalstar-fleet-data.transfer-bench-trajectories-20260901-fleet256
transfer-bench-trajectories-20260901-fleet256
Full trajectory tree of the flagship Rosetta fleet run 20260901-094310-fleet256
(3619 CUDA→Ascend NPU migration tasks, 3761 attempts, solver+verifier kimi/kimi-k2.7-code).
Mirrors selfplay/runs/20260901-094310-fleet256/ on the source host, trajectory-relevant
files only. Analysis tooling must accept both ATIF versions:
solver ATIF v1.2 / verifier ATIF v1.6.
Layout (per trial)
fleet.json #… See the full description on the dataset page: https://huggingface.co/datasets/foreverCuSO4/transfer-bench-trajectories-20260901-fleet256.kuiper-fleet-data
Kuiper Constellation Fleet Data
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Daily health snapshots of Amazon's Project Kuiper broadband constellation, derived from CelesTrak GP (General Perturbations) data. Tracks satellite count, orbital shell, and lifecycle status across the three FCC-authorized Kuiper shells.
Project Kuiper is Amazon's answer to SpaceX Starlink: a low-Earth-orbit broadband constellation of 3,236… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/kuiper-fleet-data.trajectories-thinking-toolsgspc-fleet
GSPC fleet — VALID signed cards only
Signed measurement cards interned only after VALID verify (sha256(canonical body)==id AND Ed25519 under did:web:csoai.org#card-attestation-1).
SWIFT census (live): https://councilof.ai/api/swift
XRPL reader (live): https://councilof.ai/api/xrpl
VALID signed cards only. No MEASURED without VALID. Card count on this mirror may lag — live verify path: https://councilof.ai/gspc-verify. Explorer: https://huggingface.co/spaces/csoai/gspc-explorer… See the full description on the dataset page: https://huggingface.co/datasets/csoai/gspc-fleet.signed-fleet-boards-v2
Signed fleet boards v2
SWIFT census (live): https://councilof.ai/api/swift
XRPL reader (live): https://councilof.ai/api/xrpl
Signed fleet boards v2 archive. VALID verify required.
Not a certificate. Hub is a printer of live GET, not a second engine. Fetch fail → UNCHECKABLE.
The live board is the authority
GET https://councilof.ai/api/gspc — quote totals.public_count. This Hub card is a printer of that GET, never a second
engine. If the fetch fails the… See the full description on the dataset page: https://huggingface.co/datasets/csoai/signed-fleet-boards-v2.trajectories-thinkingfleet-locks
GSPC coverage — three numbers, never a rank
GET https://councilof.ai/api/gspc is the live board.
Meter
Value
Kind
Axis slots
22
declared
Measured
15
a run stands behind the row
UNMEASURED slots
7
first-class empty
Hub census
3,032,028
DISCOVERED · n_measured=0
hub-queue
2,410
ALL UNMEASURED
FLEET-B lock
40 slugs
UNMEASURED until mill · lock before 3090
Alt: GSPC coverage, not a certificate. 22 axis, 15 measured, census 3,032,028 UNMEASURED.
We did not… See the full description on the dataset page: https://huggingface.co/datasets/Nicholastempleman/fleet-locks.sirius-fleet-mutexfleet-cu-trajectoriesvehicle-fleet-management
Vehicle Fleet Management Dataset (Free Sample)
This is a free sample with 2,126 rows. The full dataset has 12,624 rows across 5 tables.
Fleet operations data for a simulated delivery company with 60 vehicles across
3 depots. 15,000 trip records, maintenance logs, fuel purchases, and driver
assignments over 18 months.
Features mileage-based maintenance schedules, fuel efficiency tracking by
vehicle type, seasonal route patterns, and two anomalies — a fuel price
spike and a… See the full description on the dataset page: https://huggingface.co/datasets/Faneissa92/vehicle-fleet-management.globalstar_fleet_data
globalstar_fleet_data (TsFile)
Apache TsFile version of juliensimon/globalstar-fleet-data.
Data files: ['globalstar_fleet_data.tsfile']
Usage
Install the Apache TsFile Python SDK (pip install tsfile) and read a converted file:
from pathlib import Path
from tsfile import TsFileReader
path = Path("globalstar_fleet_data.tsfile")
with TsFileReader(str(path)) as reader:
schemas = reader.get_all_table_schemas()
print("tables:", list(schemas))
table_name =… See the full description on the dataset page: https://huggingface.co/datasets/THULab/globalstar_fleet_data.trajectories-tool_use-difficult-envs-splitskuiper_fleet_data
kuiper_fleet_data (TsFile)
Apache TsFile version of juliensimon/kuiper-fleet-data.
Data files: ['kuiper_fleet_data.tsfile']
Usage
Install the Apache TsFile Python SDK (pip install tsfile) and read a converted file:
from pathlib import Path
from tsfile import TsFileReader
path = Path("kuiper_fleet_data.tsfile")
with TsFileReader(str(path)) as reader:
schemas = reader.get_all_table_schemas()
print("tables:", list(schemas))
table_name =… See the full description on the dataset page: https://huggingface.co/datasets/THULab/kuiper_fleet_data.vehicle-fleet-management
Vehicle Fleet Management Dataset (Free Sample)
This is a free sample with 2,126 rows. The full dataset has 12,624 rows across 5 tables.
Fleet operations data for a simulated delivery company with 60 vehicles across
3 depots. 15,000 trip records, maintenance logs, fuel purchases, and driver
assignments over 18 months.
Features mileage-based maintenance schedules, fuel efficiency tracking by
vehicle type, seasonal route patterns, and two anomalies — a fuel price
spike and a vehicle… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/vehicle-fleet-management.trajectories_thinking-tool_use-difficult-envs-rawast_spacemobile_fleet_data
ast_spacemobile_fleet_data (TsFile)
Apache TsFile version of juliensimon/ast-spacemobile-fleet-data.
Data files: ['ast_spacemobile_fleet_data.tsfile']
Usage
Install the Apache TsFile Python SDK (pip install tsfile) and read a converted file:
from pathlib import Path
from tsfile import TsFileReader
path = Path("ast_spacemobile_fleet_data.tsfile")
with TsFileReader(str(path)) as reader:
schemas = reader.get_all_table_schemas()
print("tables:"… See the full description on the dataset page: https://huggingface.co/datasets/THULab/ast_spacemobile_fleet_data.fleetwide-nvfp4-t4-wheelhouse
fleetwide-nvfp4 T4 wheelhouse
Prebuilt wheels for the Google Colab T4 / SM75 path.
Target
Ubuntu 22.04
glibc 2.35
Python 3.12 / cp312
CUDA 13.0
SM75 / T4
vLLM ref: fleetwide-nvfp4
vLLM commit: 5afe8787341b8b39ad0aa81d5f0331704cfa4c11
Artifact
URL:
https://huggingface.co/datasets/mgschwind/fleetwide-nvfp4-t4-wheelhouse/resolve/main/fleetwide_nvfp4_t4_wheelhouse.tgz
SHA256:
40d4493dbd12d251c01f24ddff9b9a5b2b01b680ed2c22fc1c3604caa04a3696
Contents:… See the full description on the dataset page: https://huggingface.co/datasets/mgschwind/fleetwide-nvfp4-t4-wheelhouse.fleetcharge-sample-scenarios
FleetCharge Sample Scenarios
Synthetic electric fleet dispatch and charging optimization scenarios across 6 industries.
Samples
File
Industry
Stress
Algorithm
sample_last_mile_delivery.json
Last-Mile Delivery
Baseline
Integrated EVRP
sample_ride_hailing.json
Ride-Hailing
Peak Demand
ALNS
sample_employee_shuttle.json
Employee Shuttle
Cold Weather
CP-SAT
sample_urban_transit.json
Urban Transit
Grid Peak Pricing
Queue-Aware… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/fleetcharge-sample-scenarios.fleet_operationtrajectories-thinking-tools-tool_use-difficult-envs-rawmaintopt-sample-fleet
MaintOpt Sample Fleet Dataset
Synthetic equipment fleet data for the MaintOpt Maintenance & Spare Parts Optimizer.
Contents
File
Description
sample_factory.json
Factory production plant fleet (10 assets)
sample_aviation.json
Aviation MRO component fleet (8 assets)
fleet_schema.json
JSON schema for fleet data structure
Schema
Each fleet record contains:
equipment: asset ID, type, criticality, sensor readings, MTBF/MTTR… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/maintopt-sample-fleet.trajectories-tool_use-difficult-envs-rawgsm8k-fleet-evalfleet-toolforge
CatQualia fleet toolforge — mechanism-to-tool synthesis pairs
50,033 rows · 33,051,541 bytes · JSON Lines, one object per line.
What this is
Pairs pairing a described mechanism with a concrete, buildable tool specification, bearing an alien_or_typical judgement and a failure_class. The why field states the transfer rule. Companion to the cross-domain isomorphism corpus, at tool granularity.
Schema
Fields of the first record, read from the file in… See the full description on the dataset page: https://huggingface.co/datasets/CatQualia/fleet-toolforge.StreamingCoT