datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
AetherSearch_DPO
🔭 AetherSearch DPO
Preference pairs for reasoning, retrieval, and evidence-grounded answers
🏠 Project ·
🧠 DPO Model ·
🧪 Training Code ·
🎓 SFT Data ·
🤖 SFT Model
Dataset overview
AetherSearch DPO contains 2,126 preference pairs for training an agentic-search
policy after supervised fine-tuning. Every row provides one shared prompt, a
preferred assistant continuation, and a non-preferred continuation.
This repository is… See the full description on the dataset page: https://huggingface.co/datasets/muradil211/AetherSearch_DPO.aether-sft-v2-mix
aether-sft-v2-mix
AETHER family SFT dataset — group mix.
Format: JSONL ChatML messages, task_type tagged, MinHash dedup applied (threshold 0.85).
Schema:
{
"messages": [{"role": "system|user|assistant", "content": "..."}],
"task_type": "function_calling|code|reasoning_cot|...",
"source_ds": "<HF dataset_id>",
"lang": "en|fr|...",
"system_source": "archon_default|overridden_from_source"
}
Generated by prepare_sft.py pipeline (2026-05-25).
aether-sft-v2-reasoning
aether-sft-v2-reasoning
AETHER family SFT dataset — group reasoning.
Format: JSONL ChatML messages, task_type tagged, MinHash dedup applied (threshold 0.85).
Schema:
{
"messages": [{"role": "system|user|assistant", "content": "..."}],
"task_type": "function_calling|code|reasoning_cot|...",
"source_ds": "<HF dataset_id>",
"lang": "en|fr|...",
"system_source": "archon_default|overridden_from_source"
}
Generated by prepare_sft.py pipeline (2026-05-25).
aether-family-trading-shared
aether-family-trading-shared
AETHER family SFT dataset — group trading.
Format: JSONL ChatML messages, task_type tagged, MinHash dedup applied (threshold 0.85).
Schema:
{
"messages": [{"role": "system|user|assistant", "content": "..."}],
"task_type": "function_calling|code|reasoning_cot|...",
"source_ds": "<HF dataset_id>",
"lang": "en|fr|...",
"system_source": "archon_default|overridden_from_source"
}
Generated by prepare_sft.py pipeline (2026-05-25).
aether-sft-v2-code
aether-sft-v2-code
AETHER family SFT dataset — group code.
Format: JSONL ChatML messages, task_type tagged, MinHash dedup applied (threshold 0.85).
Schema:
{
"messages": [{"role": "system|user|assistant", "content": "..."}],
"task_type": "function_calling|code|reasoning_cot|...",
"source_ds": "<HF dataset_id>",
"lang": "en|fr|...",
"system_source": "archon_default|overridden_from_source"
}
Generated by prepare_sft.py pipeline (2026-05-25).
aether-0.8b-cyber-sft
enosislabs/aether-0.8b-cyber-sft
Version: aether-0.8b-cyber-20260618
Generated UTC: 2026-06-19T02:53:44.849450+00:00
Source path: data/curated
Git commit: 3ac5f50de88e43122cfda43d65f1ad01b5febff6
Curated Aether PRISM SFT dataset for authorized cybersecurity training.
Each source shard follows 5-row review discipline before publish.
Records
Total examples: 1900
Domains
vulnerability_research: 715
red_team_ops: 335
detection_engineering: 257… See the full description on the dataset page: https://huggingface.co/datasets/enosislabs/aether-0.8b-cyber-sft.aether-cyber-sft
enosislabs/aether-cyber-sft
Version: surface-clean-20260620
Generated UTC: 2026-06-20T03:36:32.011333+00:00
Source path: artifacts/aether-cyber-sft-surface-candidate.jsonl
Git commit: 6fadc0ba97b4c49a7b644e70afacddc8ba98029e
Curated Aether PRISM SFT dataset for authorized cybersecurity training.
Each source shard follows 5-row review discipline before publish.
Records
Total examples: 1794
Domains
vulnerability_research: 757
red_team_ops: 334… See the full description on the dataset page: https://huggingface.co/datasets/enosislabs/aether-cyber-sft.aether-sft-v2-trading
aether-sft-v2-trading
AETHER family SFT dataset — group trading.
Format: JSONL ChatML messages, task_type tagged, MinHash dedup applied (threshold 0.85).
Schema:
{
"messages": [{"role": "system|user|assistant", "content": "..."}],
"task_type": "function_calling|code|reasoning_cot|...",
"source_ds": "<HF dataset_id>",
"lang": "en|fr|...",
"system_source": "archon_default|overridden_from_source"
}
Generated by prepare_sft.py pipeline (2026-05-25).
aether-sft-v2-multilingual
aether-sft-v2-multilingual
Multilingual EN+FR subset from CohereForAI/aya_dataset.
Total: 5366 samples ChatML.