Image-to-Text
PyTorch
Safetensors
PEFT
English
remote-sensing
satellite-imagery
earth-observation
change-detection
visual-grounding
image-captioning
visual-question-answering
optical-sar-fusion
sar
multimodal
lora
Instructions to use thundercode/SatQuery with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use thundercode/SatQuery with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
release: add docs/CHANGELOG.md
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docs/CHANGELOG.md
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**Related documents.** [`../MODEL_CARD.md`](../MODEL_CARD.md) 路 [`MODELS.md`](MODELS.md) 路
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[`BENCHMARKS.md`](BENCHMARKS.md) 路 [`TRAINING.md`](TRAINING.md) 路 [`EVALUATION.md`](EVALUATION.md) 路
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[`LIMITATIONS.md`](LIMITATIONS.md) 路 [`RESEARCH_NOTES.md`](RESEARCH_NOTES.md) 路
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[`ARCHITECTURE.md`](
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| `docs/architecture/01-system-overview.md` | thesis, component inventory, frozen-backbone strategy |
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| `docs/architecture/02-deployment-topology.md` | four tiers, gateway, tunnel, wake flow, cold start |
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| `docs/architecture/03-request-lifecycle.md` | the nine-state controller, validation, tiling |
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| `docs/MODELS.md` | per-model detail: hyperparameters, acceptance status, measured params | 103,145 | yes |
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| `docs/BENCHMARKS.md` | every measured metric with its artifact and protocol | 55,999 | yes |
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| `docs/DATASETS.md` | dataset provenance, splits, leakage controls | 67,723 | yes |
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**Related documents.** [`../MODEL_CARD.md`](../MODEL_CARD.md) 路 [`MODELS.md`](MODELS.md) 路
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[`BENCHMARKS.md`](BENCHMARKS.md) 路 [`TRAINING.md`](TRAINING.md) 路 [`EVALUATION.md`](EVALUATION.md) 路
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[`LIMITATIONS.md`](LIMITATIONS.md) 路 [`RESEARCH_NOTES.md`](RESEARCH_NOTES.md) 路
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[`ARCHITECTURE.md`](architecture/README.md).
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| `docs/architecture/01-system-overview.md` | thesis, component inventory, frozen-backbone strategy |
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| `docs/architecture/02-deployment-topology.md` | four tiers, gateway, tunnel, wake flow, cold start |
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| `docs/architecture/03-request-lifecycle.md` | the nine-state controller, validation, tiling |
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| `docs/architecture/README.md` | architecture hub: thesis, sub-document index, cross-cutting principles | 7,672 | yes |
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| `docs/MODELS.md` | per-model detail: hyperparameters, acceptance status, measured params | 103,145 | yes |
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| `docs/BENCHMARKS.md` | every measured metric with its artifact and protocol | 55,999 | yes |
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| `docs/DATASETS.md` | dataset provenance, splits, leakage controls | 67,723 | yes |
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