datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
field-notes-transcription-packet
Field-notes Transcription Packet
Verified field-note transcriptions retained for the research archive.
Retained notes: 6
Featured note: NOTE-1002 — Cedar / English
Transcription window: 2023-01-18T16:20:00Z to 2023-12-15T10:00:00Z
Site counts (Cedar/Lark/Morrow/Pine): 2/2/1/1
Mean word counts (Cedar/Lark/Morrow/Pine): 422.5/362.5/360.0/480.0
Northstar-Field-Notes
Northstar Field Notes
Community ecology observations prepared for controlled publication.
Consent register
Item
Consent state
Retention band
Files
Alpine moss portraits
approved
r2
48
Volunteer voice memos
pending
R1
17
Birch transect diagrams
APPROVED
R2
63
Youth workshop photos
withdrawn
r3
22
Creek temperature logs
Approved
R1
105
Cedar-FieldNotes
Cedar Open Research Office — FieldNotes
The table below is the authoritative reuse inventory for field-note records.
Record
Permission
Attribution
Pages
FN-101
REUSE
Cedar Survey Team
14
FN-102
restricted
River Memory Collective
21
FN-103
reuse with notice
Harbor Archive
6
FN-101
reuse
cedar survey team
9
FN-104
hold
Hill Cartography Unit
12
HarborScope-FieldNotes
HarborScope field-note staging
Provenance ledgerCollectionRecord IDCustodianReviewRecordedReliabilityEstuary TransectsET-041Coastal Lab CLEARED 2024-04-127Estuary TransectsET-038Coastal Labcleared2024-04-125Harbor InterviewsHI-114Community Archivecleared2024-02-088Harbor InterviewsHI-101Community Archive cleared 2024-01-196Dock SurveysDS-022Port Authoritycleared2024-03-039Dock SurveysDS-019Marina Officecleared2024-02-274Tide LogsTL-077Hydrology Unitcleared2024-05-013Tide… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/HarborScope-FieldNotes.Redwood-Field-Notes
Redwood field-note archive
This card contains the release desk's field-note entries for the Redwood reserve.
Archive entry: red-fern-01 | open | cleared | 2023-04-01 | 12 | forest
Archive entry: red-fern-01 | open | cleared | 2023-04-01 | 12 | forest
Archive entry: red-moss-02 | limited | cleared | 2023-04-14 | 8 | wetland
Archive entry: red-owl-03 | open | pending | 2023-05-02 | 44 | forest
Archive entry: red-pine-04 | open | cleared | 2023-03-31 | 31 | forest
Archive entry:… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/Redwood-Field-Notes.FieldNotes-Archive
Field Notes Archive
Internal migration notes are not part of the calculation.
Rights inventory
CollectionRights holderItem IDFiledFramesClearance
OrchidMeridian MuseumOR-122024-03-1018 APPROVED
OrchidMeridian MuseumOR-192024-06-2227approved
HarborCoastal TrustHA-082024-05-0134approved
HarborCoastal TrustHA-112024-05-0141approved
LanternCity ArchiveLA-032024-07-1490pending
QuartzNorth AnnexQU-012024-04-0920approved
QuartzSouth AnnexQU-022024-04-1022approved
Juniper-Field-Notes
Juniper field-note archive
Entries below were transcribed for the Juniper survey collection.
Archive entry: jun-bird-11 | open | cleared | 2023-04-30 | 30 | meadow
Archive entry: jun-lichen-12 | open | cleared | 2023-05-15 | 45 | forest
Archive entry: jun-frog-13 | sealed | cleared | 2023-05-20 | 18 | wetland
Archive entry: jun-bee-14 | open | withdrawn | 2023-06-05 | 16 | meadow
Archive entry: jun-fox-15 | open | cleared | 2023-10-01 | 33 | forest
Archive entry: jun-heron-16 |… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/Juniper-Field-Notes.Meridian-Field-Notes
Meridian Field Notes
A publication staging card for coastal field documentation.
Consent register
Item
Consent state
Retention band
Files
Harbor salinity sheets
Pending
r2
31
Dune restoration maps
approved
R1
54
Estuary interview clips
declined
r3
12
Lighthouse weather cards
APPROVED
r2
76
Marsh bird checklists
approved
R3
89
School visit recordings
pending
R1
20
Cedar-Field-Notes
Cedar Field Archive — Field Notes
A curated collection of handwritten field observations from the Cedar basin.
Release class: Partner Cleared
The collection is distributed for archival study. A later catalog note mentions Release class: Internal Review, but the first explicit marker governs.
Cedar-Field-Notes-Raw
Cedar Field Notes — Raw Release
This card preserves the field observations before normalization.
Upstream data
The records were adapted from the Cedar Survey Archive. Its authoritative release record states: Open Data Commons Attribution License.
Companion release
The derived card is Cedar Field Notes Derived.
Provenance
The source attribution is retained in the release history.
Cedar-Field-Notes-Derived
Cedar Field Notes — Derived Release
This card contains transcribed observations normalized with a language model.
Upstream model
The transformation used the CedarText-7B model. Its authoritative release record states: Open Data Commons Attribution License.
Dataset
The raw companion card is Cedar Field Notes Raw.
Editorial note
Examples are retained for provenance review.
Harbor-Sound-Fieldnotes
Harbor Sound — Fieldnotes
Clearance status: source card frozen
Clip ledger
clip_id
clearance
source_card
release_note
HS-301
pending
Harbor-Sound-Fieldnotes
Wind noise review
HS-015
cleared
Harbor-Sound-Fieldnotes
Dock ropes under load
HS-099
cleared
Harbor-Sound-Fieldnotes
Trailing-space status
HS-411
withdrawn
Harbor-Sound-Fieldnotes
Contributor withdrawal
Herbarium-Atlas-Field-Notes
Herbarium Atlas — Field Notes
This card contains field-note transcriptions from regional herbarium surveys.
Review status: pending
Reuse declarations
collection_key
notice
reviewed_on
alpine-ferns
CC BY 4.0
2025-02-14
coastal-mosses
All rights reserved
2025-01-09
desert-seeds
CC0 1.0
2025-03-02
river-reeds
CC BY-NC 4.0
2025-02-20
alpine-ferns
CC BY-NC 4.0
2025-02-10
incomplete-entry
2025-02-01
Orchard-Field-Notes
Orchard Field Notes
Clearance inputs
rights_status: revoked
attribution_required: no
commercial_use: yes
Collection note
These transcribed orchard observations are retained for internal provenance review. The revocation status takes priority over all other fields.
field-notes-liftbarrier-mediaparry-field-notes
Field Notes: Building PARRY — a duelist that lives in your browser
The thesis
A fighting-game opponent must answer inside the gap between your moves. That is a
latency budget no network round-trip can meet — not because clouds are slow,
but because physics adds 100–300ms before any GPU even starts. So Parry's brain
is a 1.5B model running in your browser via WebGPU: every decision pays 0ms
of network, and you can pull your Wi-Fi out mid-match to prove it.
The… See the full description on the dataset page: https://huggingface.co/datasets/Jainamshahhh/parry-field-notes.microfactory-lab-field-notes
Field Notes: Building a Shop-Floor AI on a Small Local Model
I spent ten days building a small local Gemma that learns 3D printing job by
job, and these are the notes from doing it. The one moment worth watching: it
reads today's room, pulls up the closest prior jobs, and either applies what they
taught — "humidity is higher than the job where this overhang sagged, so I'm
raising retraction and adding support" — or says, plainly, "no close
precedent." Two named agents keep it… See the full description on the dataset page: https://huggingface.co/datasets/build-small-hackathon/microfactory-lab-field-notes.packetcourt-field-notes
Field Notes: Building PacketCourt
The packet takes the stand
PacketCourt began with a narrow household problem: a food packet's front is
designed to persuade, while the evidence needed to interpret that persuasion
is scattered across the back. A shopper should not need to understand serving
bases, ingredient ordering, date arithmetic, or regulatory language while
standing in a grocery aisle.
The first idea was a nutrition scanner. That was too broad and too easy… See the full description on the dataset page: https://huggingface.co/datasets/build-small-hackathon/packetcourt-field-notes.HarborSignal-FieldNotes
HarborSignal Field Notes
This card describes annotated notes from field technicians. Use the following register, rather than general project metadata, when selecting a release label.
Verification register
notebook
verification
external sharing
verification date
exception count
release label
dawn-shift
passed
approved
2025-02-18
3
CC BY 4.0
night-shift
passed
approved
2025-01-09
6
Apache-2.0
sensor-check
failed
approved
2024-12-22
0
CC0 1.0… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/HarborSignal-FieldNotes.Copperleaf-Field-Notes
Copperleaf Field Notes
This card describes the field-notes release for the Copperleaf shoreline survey.
Dataset role: observational notes collected during the 2024 coastal transects.
Survey intake license: CC BY 4.0
The card is intentionally short; the release-governance note must be appended without changing this prefix.
Release governance
Publication term: CC BY 4.0