AquacultureGrouperQACSVPart 1
Grouper Simple QA Dataset Part 1
This is a simple grouper question-answer (QA) dataset.
- Records
- 500 rows
- Format
- CSV
- Price
- 0
FishFarmHub
Datasets
Browse aquaculture and agriculture datasets for model training, research validation, and production experiments.
FishFarmHub datasets
Internal datasets with detail pages, purchase flow, and download delivery.
AquacultureGrouperQACSVPart 2
Grouper Simple QA Dataset Part 2
This is a simple grouper question-answer (QA) dataset.
- Records
- 500 rows
- Format
- CSV
- Price
- 0
AquacultureGrouperQACSV
Grouper Simple QA Dataset Full Version
A complete grouper question-answer (QA) dataset.
- Records
- 1000 rows
- Format
- CSV
- Price
- $1
AquacultureGrouperQACoT reasoningCSV
Grouper CoT Reasoning QA Dataset
A grouper chain-of-thought (CoT) reasoning question-answer (QA) dataset with question, reasoning, and answer columns.
- Records
- 1296 rows
- Format
- CSV
- Price
- $9.99
AquacultureGrouperSFTCSV
Grouper Aquaculture SFT Instruction Dataset
Chinese supervised fine-tuning (SFT) instruction data for grouper aquaculture scenarios with instruction, response, evidence, and related fields.
- Records
- 1659 rows
- Format
- CSV
- Price
- $9.99
AquacultureGrouperRAGCSV
Grouper Aquaculture RAG Evaluation Dataset
Retrieval-augmented generation (RAG) question-answer evaluation data for grouper aquaculture with questions, answers, positive contexts, and hard negative contexts.
- Records
- 870 rows
- Format
- CSV
- Price
- $6.99
AquacultureGrouperDPOCSV
Grouper Aquaculture DPO Preference Dataset
Direct preference optimization (DPO) preference training data for grouper aquaculture with prompt, chosen, rejected, critique, and quality_score fields.
- Records
- 827 rows
- Format
- CSV
- Price
- $6.99
AquacultureGrouperAI bundleCSV
Grouper Aquaculture AI Training Bundle
A grouper aquaculture AI training bundle containing question-answer (QA), retrieval-augmented generation (RAG), direct preference optimization (DPO), supervised fine-tuning (SFT), and chain-of-thought (CoT) datasets stored as comma-separated values (CSV) files.
- Records
- 5652 rows
- Format
- ZIP + CSV
- Price
- $19.99
External dataset directory
A curated navigation list for public datasets hosted by other websites.
External sourceAquacultureStatistics
FAO FishStat Fisheries and Aquaculture Statistics
FAO's global fisheries and aquaculture statistics entry point for production, capture, and aquaculture data.
- Source
- FAO FishStat
- Format
- Statistics / CSV
- Access
- External site
External sourceAquacultureOpen data
NOAA Fisheries Data Resources
NOAA Fisheries data resources covering surveys, species, ecosystems, and management datasets.
- Source
- NOAA Fisheries
- Format
- Data portal
- Access
- External site
External sourceSpecies dataOpen data
GBIF Species Occurrence Records
A biodiversity occurrence search entry for fish distribution, collection, and observation records.
- Source
- GBIF
- Format
- Occurrence data
- Access
- External site
External sourceSpecies dataReference
FishBase Species Reference
A fish species reference database for taxonomy, distribution, morphology, and ecology information.
- Source
- FishBase
- Format
- Species database
- Access
- External site
External sourceDataset hubAI data
Kaggle Datasets
A general dataset community where fish, aquaculture, and agriculture public datasets can be searched.
- Source
- Kaggle
- Format
- Dataset hub
- Access
- External site
External sourceDataset hubAI data
Hugging Face Datasets
A machine learning dataset hub for agriculture, aquaculture, RAG, and multimodal training data.
- Source
- Hugging Face
- Format
- AI datasets
- Access
- External site