# Release Manifest **Repository:** `Anish-lab-blip/SatQuery-AI` (public) **Generated:** 2026-09-25T23:09:39+00:00 **Generator:** `release/tools/generate_release_manifest.py` (computed from disk, never typed) **Files:** 52 · **Total size:** 9,320,442 bytes (9102.0 KiB) Every file in this release, with its size and sha256. Verify a checkout with: ```bash # for each row: echo ' ' | sha256sum -c - ``` | # | Path | Bytes | sha256 | |---|---|---|---| | 1 | `HF_RELEASE_VERIFICATION.md` | 6,443 | `1d87487c2e9db5fb86781076c5061e2090077dbe90f8728f848eab0c615cf43e` | | 2 | `MODEL_CARD.md` | 57,372 | `f2ab54a69886eecce8f55c1969715d03082133b939745dba71fd4896d8e17d2b` | | 3 | `README.md` | 90,925 | `a4e0f99f215bb1daf8533593ad049a7f4c4458e52d4b3807c7c5abe8fc2e1a17` | | 4 | `docs/BENCHMARKS.md` | 55,999 | `97cfe327793443f60c98e6948c1080a4fecab0cf721252f119deb20cc6736c09` | | 5 | `docs/CHANGELOG.md` | 36,900 | `dd11f308b539d5e422960168ae3a1fef41e38b83a18a5ae34f9efc169e589d4f` | | 6 | `docs/DATASETS.md` | 67,723 | `1aa5dc9715be4c94eb357d1066c79a6cc5d4c59ae4d587f249e3f1e66c1f628f` | | 7 | `docs/DATA_PIPELINE.md` | 66,285 | `24a543fd4ac270d0d58976dff1ab247610c4be7698a15f9380dbdf27c0f92c8b` | | 8 | `docs/DEPLOYMENT.md` | 45,966 | `df1264b5da664e909dbc7553ac9992721b9b2a9d7f931e81e0064304bbb038fe` | | 9 | `docs/DEVELOPMENT.md` | 69,335 | `313622536676062725a1c5eb96143bd675fd181fe0d258d6dce636f9e8689f22` | | 10 | `docs/EVALUATION.md` | 111,672 | `f35020b7a051409f1f53b7a1464eaa87252dd1dee6ea5bc378492e396063b48a` | | 11 | `docs/FRONTEND.md` | 73,886 | `fcb81e084c04e0bcf814d6edcc8d797cc3ad29c709bd565c053586a0d30c6d68` | | 12 | `docs/GEOSPATIAL.md` | 92,888 | `ff2753fa10b5db4971ae949c828b7ecb5909b8ad9ed6bed287864ab23d7f0d6c` | | 13 | `docs/GLOSSARY.md` | 40,998 | `81f1a86d721e6517893bb56e5408b4315dd38a6b214e0f79f840b5ea9f8fc754` | | 14 | `docs/LIMITATIONS.md` | 40,805 | `1205aab110bc0f34140d314ea6c2e723f37c973313d86339f8f7275a2bbed170` | | 15 | `docs/MASTER_ARCHITECTURE_PLAN.md` | 65,311 | `d820d306c3b5e9d18e9d704d3cb4be5b4ec476e0524f690d456f0fac6e5bb49b` | | 16 | `docs/MODELS.md` | 103,145 | `5a3b166035a2ee9ea53f5aa3a2f751045494562181bba8f8a85f7babba063d6f` | | 17 | `docs/OPERATIONS.md` | 62,188 | `c14b3d9c66b8627c84af83723b4811f4f729df53e339434dbd912e17264c1c56` | | 18 | `docs/PERFORMANCE.md` | 52,946 | `5c079ac08b7dc765af82a3dbf95e067b8797c8f9a30d23df9977252087c7fdee` | | 19 | `docs/REPRODUCIBILITY.md` | 65,120 | `7e3cdcc57e56e5a99a1095df326cd65253ed873d80020b6095318f336a2ec726` | | 20 | `docs/RESEARCH_NOTES.md` | 41,248 | `321226af9aaa903135730ea7a8a4e18a8d1999bdf30ff67b19417e34ab453651` | | 21 | `docs/SECURITY.md` | 114,322 | `191446f458f08dc57e01824fff143edba741f4590b1d0eb85ea10f63798b3b40` | | 22 | `docs/SERVING.md` | 75,757 | `92186b7b247647adf18229a4f6f97b6c36f82fb5cc931a7a0c6b76e0d329bed5` | | 23 | `docs/TESTING.md` | 96,893 | `496b72038b66c5bad88f925e9036c789fed0733e3d2b199b243a2314f4752072` | | 24 | `docs/TRAINING.md` | 90,697 | `7575748b37006b6353f511059ddf7c29cd210d84b47ec702b10eefc7297453f1` | | 25 | `docs/architecture/01-system-overview.md` | 8,367 | `01b5a88b0bc77c1d8ea5439a70ab2fbbc55ce56840415f22d66af412f0bc9492` | | 26 | `docs/architecture/02-deployment-topology.md` | 85,830 | `f2448816c7f9b5c2995ae32c99052249c908be17a3c22b12393f13dfe20effde` | | 27 | `docs/architecture/03-request-lifecycle.md` | 130,166 | `be9edb87d8d86f923d13bbf15989af0f5b71d43be70b43dce8f4f8349eb37f6a` | | 28 | `docs/architecture/04-router.md` | 262,643 | `556aba832e43c145b5f6e10188d9e4f65148adff59a9d69a6b6cb6a63f14efb4` | | 29 | `docs/architecture/05-specialists.md` | 252,171 | `2966131b2adcbe7e07e0126508dff8d5c4eaa898c750b64e30fd44effe33b1b4` | | 30 | `docs/architecture/06-evidence-and-confidence.md` | 108,035 | `98967c06328647f77c4e2d192a7056403e571b6b0e5a7a532a265ac6cc1d2779` | | 31 | `docs/architecture/07-configuration-freeze.md` | 106,014 | `c8bbedee86859ffa7942d48d6d46adf493112122314245820ace7dd7bc56b970` | | 32 | `docs/architecture/08-api-contract.md` | 127,332 | `f36dbb5d8d4f481cdbe46bf289915100ce3f5a36ecdbee1a5a0abb3a6391bffc` | | 33 | `docs/architecture/09-frontend.md` | 78,258 | `a7343a07bc962f953764ddf818b730fad9303a3377f2c3cea0593a34e0dc78ae` | | 34 | `docs/architecture/10-observability-and-ops.md` | 104,626 | `2df09eaab10c5b05b98d4909e439f74e1378022ab77c86c192526464cb686197` | | 35 | `docs/architecture/README.md` | 7,610 | `b366886a648de3244174bf3c8a1a798d8c3b41af6f842d345d61f3149e97b0ec` | | 36 | `models/checksums.sha256` | 642 | `f177e6fbc807868141378a75f36ca07cb01a8f859d9f80f1935fbf396ddf5380` | | 37 | `models/manifest.json` | 4,458 | `ae1f55cf906095e089c769efb774a8461dc20b7076752e7fbae1091255f38eb0` | | 38 | `screenshots/analyze-caption.png` | 890,381 | `428abb8edff78812f2e1cfb23965f00572e89d741f6fd56bf6c5f3d4d500293f` | | 39 | `screenshots/analyze-change-vqa.png` | 694,618 | `0ddb4e6043443119db98ad4a70c637aacb27ec2404959f111bbe58c80c009e47` | | 40 | `screenshots/analyze-change.png` | 445,200 | `a833e4e975c70659769f499525b6182a0bfb17f1fad3d213e9f303954a9ada87` | | 41 | `screenshots/analyze-grounding-buildings.png` | 1,036,080 | `9714f51020b224271f22a3be44fedb94f7c3b532cca68ba32179debb7edcb604` | | 42 | `screenshots/analyze-grounding-new-airport.png` | 1,042,892 | `5d5af7d23c9f8c1f3724cb7775f1873f199442d1afbfa3726a43495780052555` | | 43 | `screenshots/analyze-grounding.png` | 1,035,183 | `b3199b55ea819d4955fcc713311c8fcb475f069aa99966e8fd577f21a16d184b` | | 44 | `screenshots/analyze-optical-sar.png` | 131,330 | `6006c8b35217904bfe1042137c22de4d8765bc57b1efb418a131df9ce8477b94` | | 45 | `screenshots/analyze-vqa.png` | 1,104,701 | `7ee1d95fa1fb29fce86cf4a3545a8fa8811dbe4c18af3acc7816838b1412ad62` | | 46 | `tools/build_archive.py` | 8,351 | `73574bb0ec85d5f7505b51661021f844dfd43cd13fafc802f75aa3835dd6a1ae` | | 47 | `tools/generate_model_manifest.py` | 6,868 | `f445a43c888a30fcd868d810f1cacf8e682e8ed331755c661de2c29fb8d59550` | | 48 | `tools/generate_release_manifest.py` | 4,100 | `9facdcd4a3a5d23adbaccf34c4c7a89d661e1bed47e7da5dc6977181a8ac5884` | | 49 | `tools/hf_verify.py` | 3,878 | `e6e59312bb9d20e103d7bd57b1924cc6fae0a4d1a552a2dd2fdbcce80885e86e` | | 50 | `tools/readme_metrics_report.txt` | 4,027 | `25108a07f671b8a33e5c312a81ce9d18e7a9c06b4955fb137a0f62e20c5bb2dc` | | 51 | `tools/verify_archive.py` | 4,946 | `babb44dbb60497172a70d0b3c4abc26520bd0e37ef06c215e3f016f0d25a1abf` | | 52 | `tools/verify_readme_metrics.py` | 6,911 | `0ce1273aa5f847a56a38a4ca6601f50648d19cc1637394509ce5a9f1309ea388` | ## Machine-readable listing ``` 1d87487c2e9db5fb86781076c5061e2090077dbe90f8728f848eab0c615cf43e HF_RELEASE_VERIFICATION.md f2ab54a69886eecce8f55c1969715d03082133b939745dba71fd4896d8e17d2b MODEL_CARD.md a4e0f99f215bb1daf8533593ad049a7f4c4458e52d4b3807c7c5abe8fc2e1a17 README.md 97cfe327793443f60c98e6948c1080a4fecab0cf721252f119deb20cc6736c09 docs/BENCHMARKS.md dd11f308b539d5e422960168ae3a1fef41e38b83a18a5ae34f9efc169e589d4f docs/CHANGELOG.md 1aa5dc9715be4c94eb357d1066c79a6cc5d4c59ae4d587f249e3f1e66c1f628f docs/DATASETS.md 24a543fd4ac270d0d58976dff1ab247610c4be7698a15f9380dbdf27c0f92c8b docs/DATA_PIPELINE.md df1264b5da664e909dbc7553ac9992721b9b2a9d7f931e81e0064304bbb038fe docs/DEPLOYMENT.md 313622536676062725a1c5eb96143bd675fd181fe0d258d6dce636f9e8689f22 docs/DEVELOPMENT.md f35020b7a051409f1f53b7a1464eaa87252dd1dee6ea5bc378492e396063b48a docs/EVALUATION.md fcb81e084c04e0bcf814d6edcc8d797cc3ad29c709bd565c053586a0d30c6d68 docs/FRONTEND.md ff2753fa10b5db4971ae949c828b7ecb5909b8ad9ed6bed287864ab23d7f0d6c docs/GEOSPATIAL.md 81f1a86d721e6517893bb56e5408b4315dd38a6b214e0f79f840b5ea9f8fc754 docs/GLOSSARY.md 1205aab110bc0f34140d314ea6c2e723f37c973313d86339f8f7275a2bbed170 docs/LIMITATIONS.md d820d306c3b5e9d18e9d704d3cb4be5b4ec476e0524f690d456f0fac6e5bb49b docs/MASTER_ARCHITECTURE_PLAN.md 5a3b166035a2ee9ea53f5aa3a2f751045494562181bba8f8a85f7babba063d6f docs/MODELS.md c14b3d9c66b8627c84af83723b4811f4f729df53e339434dbd912e17264c1c56 docs/OPERATIONS.md 5c079ac08b7dc765af82a3dbf95e067b8797c8f9a30d23df9977252087c7fdee docs/PERFORMANCE.md 7e3cdcc57e56e5a99a1095df326cd65253ed873d80020b6095318f336a2ec726 docs/REPRODUCIBILITY.md 321226af9aaa903135730ea7a8a4e18a8d1999bdf30ff67b19417e34ab453651 docs/RESEARCH_NOTES.md 191446f458f08dc57e01824fff143edba741f4590b1d0eb85ea10f63798b3b40 docs/SECURITY.md 92186b7b247647adf18229a4f6f97b6c36f82fb5cc931a7a0c6b76e0d329bed5 docs/SERVING.md 496b72038b66c5bad88f925e9036c789fed0733e3d2b199b243a2314f4752072 docs/TESTING.md 7575748b37006b6353f511059ddf7c29cd210d84b47ec702b10eefc7297453f1 docs/TRAINING.md 01b5a88b0bc77c1d8ea5439a70ab2fbbc55ce56840415f22d66af412f0bc9492 docs/architecture/01-system-overview.md f2448816c7f9b5c2995ae32c99052249c908be17a3c22b12393f13dfe20effde docs/architecture/02-deployment-topology.md be9edb87d8d86f923d13bbf15989af0f5b71d43be70b43dce8f4f8349eb37f6a docs/architecture/03-request-lifecycle.md 556aba832e43c145b5f6e10188d9e4f65148adff59a9d69a6b6cb6a63f14efb4 docs/architecture/04-router.md 2966131b2adcbe7e07e0126508dff8d5c4eaa898c750b64e30fd44effe33b1b4 docs/architecture/05-specialists.md 98967c06328647f77c4e2d192a7056403e571b6b0e5a7a532a265ac6cc1d2779 docs/architecture/06-evidence-and-confidence.md c8bbedee86859ffa7942d48d6d46adf493112122314245820ace7dd7bc56b970 docs/architecture/07-configuration-freeze.md f36dbb5d8d4f481cdbe46bf289915100ce3f5a36ecdbee1a5a0abb3a6391bffc docs/architecture/08-api-contract.md a7343a07bc962f953764ddf818b730fad9303a3377f2c3cea0593a34e0dc78ae docs/architecture/09-frontend.md 2df09eaab10c5b05b98d4909e439f74e1378022ab77c86c192526464cb686197 docs/architecture/10-observability-and-ops.md b366886a648de3244174bf3c8a1a798d8c3b41af6f842d345d61f3149e97b0ec docs/architecture/README.md f177e6fbc807868141378a75f36ca07cb01a8f859d9f80f1935fbf396ddf5380 models/checksums.sha256 ae1f55cf906095e089c769efb774a8461dc20b7076752e7fbae1091255f38eb0 models/manifest.json 428abb8edff78812f2e1cfb23965f00572e89d741f6fd56bf6c5f3d4d500293f screenshots/analyze-caption.png 0ddb4e6043443119db98ad4a70c637aacb27ec2404959f111bbe58c80c009e47 screenshots/analyze-change-vqa.png a833e4e975c70659769f499525b6182a0bfb17f1fad3d213e9f303954a9ada87 screenshots/analyze-change.png 9714f51020b224271f22a3be44fedb94f7c3b532cca68ba32179debb7edcb604 screenshots/analyze-grounding-buildings.png 5d5af7d23c9f8c1f3724cb7775f1873f199442d1afbfa3726a43495780052555 screenshots/analyze-grounding-new-airport.png b3199b55ea819d4955fcc713311c8fcb475f069aa99966e8fd577f21a16d184b screenshots/analyze-grounding.png 6006c8b35217904bfe1042137c22de4d8765bc57b1efb418a131df9ce8477b94 screenshots/analyze-optical-sar.png 7ee1d95fa1fb29fce86cf4a3545a8fa8811dbe4c18af3acc7816838b1412ad62 screenshots/analyze-vqa.png 73574bb0ec85d5f7505b51661021f844dfd43cd13fafc802f75aa3835dd6a1ae tools/build_archive.py f445a43c888a30fcd868d810f1cacf8e682e8ed331755c661de2c29fb8d59550 tools/generate_model_manifest.py 9facdcd4a3a5d23adbaccf34c4c7a89d661e1bed47e7da5dc6977181a8ac5884 tools/generate_release_manifest.py e6e59312bb9d20e103d7bd57b1924cc6fae0a4d1a552a2dd2fdbcce80885e86e tools/hf_verify.py 25108a07f671b8a33e5c312a81ce9d18e7a9c06b4955fb137a0f62e20c5bb2dc tools/readme_metrics_report.txt babb44dbb60497172a70d0b3c4abc26520bd0e37ef06c215e3f016f0d25a1abf tools/verify_archive.py 0ce1273aa5f847a56a38a4ca6601f50648d19cc1637394509ce5a9f1309ea388 tools/verify_readme_metrics.py ``` ## Contents summary | Area | What it is | |---|---| | `README.md` | the repository front page | | `MODEL_CARD.md` | model card for the six trained artifacts | | `docs/` | the research + engineering documentation set | | `docs/architecture/` | the deep architecture reference (multi-part) | | `models/manifest.json` | generated manifest of the six trained artifacts | | `models/checksums.sha256` | generated checksums for the six trained artifacts | | `screenshots/` | real live-run captures | ## What this release deliberately does NOT contain - **Backbone weights.** They are fetched from the Hugging Face Hub, pinned by revision. - **Secrets.** No tokens, keys, or environment files. - **The private deployment repositories.** Their sources are not published here. - **Datasets.** Acquisition procedures are documented; the data is not redistributed. - **A licence file.** None has been selected yet — this is an OPEN item.