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Dataset · Hugging Face

NuTonic/brief-composer-sft-v1

BriefComposer SFT Multi-image analytical brief rows composed from completed FireWatch, OceanScout, LandShift, and FloodPulse dataset folders (metadata/ + images/). Each sample stitches 1–4 images and metadata-derived headlines into one executive-style assistant reply. Record counts (this build) Split JSONL lines train 6307 validation 851 test 842 total 8000 Inputs Source roots: one or more --source-root directories (each must… See the full description on the dataset page: https://huggingface.co/datasets/NuTonic/brief-composer-sft-v1.

Author / organizationNuTonic
License (as declared)apache-2.0
Downloads135 (as reported by Hugging Face)
Likes0
Created24 April 2026
Last updated at source25 April 2026
remote-sensingmulti-imagereasoningvlm-sft
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135 now (-4 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.

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  • 16 Oct 2026 Description: BriefComposer SFT Multi-image analytical brief rows composed from completed FireWatch, OceanScout, LandShift, and FloodPulse dataset folders (metadata/ + images/). Each sample stitches 1–4 images and metadata-derived headlines into one exec → BriefComposer SFT Multi-image analytical brief rows composed from completed FireWatch, OceanScout, LandShift, and FloodPulse dataset folders (metadata/ + images/). Each sample stitches 1–4 images and metadata-derived headlines into one exec

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