Sign inGet started
Dataset · Hugging Face

Maxwell-Jia/Spec-o3-ColdStartSFT

Spec-o3 Cold-Start (iMCoT) Dataset Project Page | Paper | Code Dataset Summary This dataset contains expert-approved spectral inspection trajectories for cold-start supervised fine-tuning (SFT) of Spec-o3, a tool-augmented vision-language agent for astronomer-aligned spectral inspection and candidate vetting. Each sample is an interleaved multimodal chain-of-thought (iMCoT) trajectory that alternates between: Textual inspection reasoning, and Structured tool… See the full description on the dataset page: https://huggingface.co/datasets/Maxwell-Jia/Spec-o3-ColdStartSFT.

Author / organizationMaxwell-Jia
License (as declared)apache-2.0
Downloads694 (as reported by Hugging Face)
Likes4
Created9 January 2026
Last updated at source19 January 2026
astronomyspectral-analysismultimodal-chain-of-thoughttool-augmented
Embed this entry
<iframe src="https://silytics.si/embed/item/f8912b7a-f3d9-4a42-bed9-167d44e505d8" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Popularity, last 3 days

694 now (+49 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.

Recent changes

  • 16 Oct 2026 Description: Spec-o3 Cold-Start (iMCoT) Dataset Project Page | Paper | Code Dataset Summary This dataset contains expert-approved spectral inspection trajectories for cold-start supervised fine-tuning (SFT) of Spec-o3, a tool-augmented vision-language a → Spec-o3 Cold-Start (iMCoT) Dataset Project Page | Paper | Code Dataset Summary This dataset contains expert-approved spectral inspection trajectories for cold-start supervised fine-tuning (SFT) of Spec-o3, a tool-augmented vision-language a

Changes detected by Silytics between refreshes of the source.

More from Maxwell-Jia

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 18 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.