Release QEV 0.1.1: Qwen3.5-2B typed decisions

Audited English release with exact runtime/weight provenance, source-specific data licenses and published limitations.

LICENSES.md

@@ -1,14 +1,14 @@
 # Public dataset
 
-`qwen3.5-classification-data` packages 15 historical corpus configurations, not 15 disjoint datasets.
+`qev-data` packages 15 historical corpus configurations, not 15 disjoint datasets.
 Each archive contains original eligible JSONL records, referenced image bytes and a
 publication manifest. Viewer JSONL exposes the same requests and targets as JSON strings
 to avoid incompatible nested candidate schemas. Original train/dev/calibration/test values
 are preserved. The release manifest records each original and exported file checksum.
 
-Public corpus files use `qwen3.5-classification-<stage>.zip`. Their extracted stage
+Public corpus files use `qev-<stage>.zip`. Their extracted stage
 folders and original record/source IDs preserve the recorded training provenance.
-For example, `qwen3.5-classification-starter-v2.zip` extracts to `starter-v2/`.
+For example, `qev-starter-v2.zip` extracts to `starter-v2/`.
 
 ## Attribution and licenses
 
@@ -40,7 +40,7 @@ These are checks within each corpus. They do not establish cross-stage disjointn
 real objects, or absence from Qwen pretraining.
 
 ```sh
-python scripts/package_public_data.py --source /path/to/original-workspace --output dist/qwen3.5-classification-data
+python scripts/package_public_data.py --source /path/to/original-workspace --output dist/qev-data
 ```
 
 This maintainer command requires the recorded source snapshots. Users can download the

NOTICE

@@ -1,8 +1,8 @@
-Qwen3.5 Classification (formerly Veyra)
-Copyright 2026 Qwen3.5 Classification contributors
+QEV (formerly Veyra)
+Copyright 2026 QEV contributors
 Copyright 2026 Veyra contributors
 
-Qwen3.5 Classification is an independent open-source research project for dynamic typed
+QEV is an independent open-source research project for dynamic typed
 decisions over images and text.
 
 The backbone is Qwen/Qwen3.5-2B, published by the Qwen team under Apache-2.0.

README.md

@@ -1,7 +1,7 @@
 ---
 license: other
 license_name: source-specific-licenses
-license_link: https://github.com/ken-jo/qwen3.5-classification/blob/main/docs/DATA.md
+license_link: https://github.com/ken-jo/qev/blob/main/docs/DATA.md
 language:
 - en
 - ko
@@ -165,15 +165,14 @@ configs:
     path: viewer/workflow-v13-final/test.jsonl
 ---
 
-# Qwen3.5 Classification data
+# QEV data
 
-Historical snapshots for [Qwen3.5 Classification](https://github.com/ken-jo/qwen3.5-classification).
-Maintainer: [GitHub](https://github.com/ken-jo) / [LinkedIn](https://www.linkedin.com/in/ik-chan-jo).
-[Model](https://huggingface.co/ken-jo/qwen3.5-classification).
+Historical training snapshots for QEV, the LAYA-inspired Qwen3.5-2B decision model.
+[Model](https://huggingface.co/ken-jo/qev).
 
 **Configurations overlap. Do not concatenate them or assume independent test sets.**
 
-ZIPs in `corpora/` use `qwen3.5-classification-<stage>.zip` and contain eligible
+ZIPs in `corpora/` use `qev-<stage>.zip` and contain eligible
 original records, images and license notices. Extracted stage folders and original
 record/source IDs preserve the recorded training provenance.
 Viewer rows expose request/target schemas as JSON strings; parse with `json.loads`.
@@ -222,4 +221,6 @@ Korean generated examples are retained; personal project notes are not included.
 Old test groups have been inspected. Future models need untouched final populations.
 Full retraining from all historical intermediate checkpoints is not turnkey.
 
-[Training details](https://github.com/ken-jo/qwen3.5-classification/blob/main/docs/TRAINING.md).
+[Training details](https://github.com/ken-jo/qev/blob/main/docs/TRAINING.md).
+
+[GitHub: ken-jo/qev](https://github.com/ken-jo/qev)

checksums.json

@@ -1,20 +1,20 @@
 {
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-  "corpora/qwen3.5-classification-policy-v3.zip": "d852b3381be72d2a8adacd7830664127b6f7e4aaab1d4a832d946396695958bf",
-  "corpora/qwen3.5-classification-policy-v6.zip": "db4477a5c4ac2d28287fbaf837400fba1a6ce15be79b37fda71f8e70b17a04dc",
-  "corpora/qwen3.5-classification-policy-v8.zip": "6b6068cec68101a51e10661643c39782cea07292cdc6d578a2fffc20b1ad7e5d",
-  "corpora/qwen3.5-classification-starter-v2.zip": "220b1fad8bcbceceae2528268724da6fafe9a25ba18e156392fba700f7c5f3b0",
-  "corpora/qwen3.5-classification-workflow-v12-cohort.zip": "65615fbf69865a4e806a67ef79ecf806022c1542e6173f283dc4316ea2cca662",
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-  "dataset-manifest.json": "35ea56b02962917fc6502f30129b1c89c2b61d35b35df97fba03bb8ad354ae44",
+  "corpora/qev-foundation-v11.zip": "09dec6efa5c487b91002c0590805025041ddf8171939782870031e3c3147d8e8",
+  "corpora/qev-policy-v3.zip": "d852b3381be72d2a8adacd7830664127b6f7e4aaab1d4a832d946396695958bf",
+  "corpora/qev-policy-v6.zip": "db4477a5c4ac2d28287fbaf837400fba1a6ce15be79b37fda71f8e70b17a04dc",
+  "corpora/qev-policy-v8.zip": "6b6068cec68101a51e10661643c39782cea07292cdc6d578a2fffc20b1ad7e5d",
+  "corpora/qev-starter-v2.zip": "220b1fad8bcbceceae2528268724da6fafe9a25ba18e156392fba700f7c5f3b0",
+  "corpora/qev-workflow-v12-cohort.zip": "65615fbf69865a4e806a67ef79ecf806022c1542e6173f283dc4316ea2cca662",
+  "corpora/qev-workflow-v12.zip": "db0bb1c9cddb6bf8e158d388ab8bb51861216e9e1c9fe1944498e18f319b377e",
+  "corpora/qev-workflow-v12b.zip": "19493f6d46db6fbd31cacf4f260c69c20c261a96533db32d04cfee2bea6f06af",
+  "corpora/qev-workflow-v12c.zip": "e6675e292300fc46b410e226175546824d59068822cd8c5beb92fa11da9f2073",
+  "corpora/qev-workflow-v12d.zip": "a95380957aa1f9bb548b69ef452ec18928aed14082f0db54aaee374c6e88ccc6",
+  "corpora/qev-workflow-v12e.zip": "bd8270d6587df9896a31941a8683673db752de160073af2395ebd56cfcd32d96",
+  "corpora/qev-workflow-v12f.zip": "41ab8074e94077dbac8bb80f26add250c6899bd380cf398225f6cecebc6decd3",
+  "corpora/qev-workflow-v13-final.zip": "951b4befecb8ea7dc62ad9f7ef1e55e47dbe99f1fff35c6c165ef715fcd32ca6",
+  "corpora/qev-workflow-v13g.zip": "ae038b6bc985d8b0ddc2cbe36467539fb91dbadbdc63c8dd8cadc2e28b910ec1",
+  "corpora/qev-workflow-v13h.zip": "8f5bde766a4d182295e9a270d9a5958bb36aa08a520488c6d57b1cb3f90033f0",
+  "dataset-manifest.json": "ea356c19ffc40c93837d671c229db0998597dab1b82c8487a65d4d78082790b1",
   "excluded/foundation-v11.json": "a5338d955b09046ec0b16f3a9625b7955c763aae07dc722e474e6078745f932f",
   "excluded/policy-v3.json": "a5338d955b09046ec0b16f3a9625b7955c763aae07dc722e474e6078745f932f",
   "excluded/policy-v6.json": "a5338d955b09046ec0b16f3a9625b7955c763aae07dc722e474e6078745f932f",
@@ -35,7 +35,7 @@
   "licenses/CC-BY-4.0.txt": "d557539df68e771cc1eedcc91d13f70fca930e508d11eedcafa4b15db49e3744",
   "licenses/CC-BY-SA-4.0.txt": "cde7883b9050a1104f4ac19a1572aafd6e5d7323b68351aaf51fbf4beba54966",
   "licenses/trashnet-MIT.txt": "e33347ae1589c1c7d7de5cf2e433e6c8060256273c7287a29d7c6e1e45c466f1",
-  "LICENSES.md": "c4b0e42848faa8c6c284116dff5cff55b6cc3a9d215ccdf9726e054543bb8572",
+  "LICENSES.md": "5afbcb810d770d55a4b2a54461ba70aad670c33ef5a2c9acf11996adaff5e0e8",
   "manifests/foundation-v11.json": "17ff29e23edfbbe7e09355343c919f09d77be66f08e0d46d278c9f83ceeb660f",
   "manifests/policy-v3.json": "bcf64862ba4d4778a6b24023646d65a2a7e31d7152c86a0dfa187ac6db0c233d",
   "manifests/policy-v6.json": "6ff0c56cd32b3907925cd318ee069c2821ca032e0984feffa4eb7b21f704705c",
@@ -51,8 +51,8 @@
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   "manifests/workflow-v13g.json": "0f458d3cf012ddf68641e48f5fe645b8d5c9749d451ca21d130c28a80916ac3d",
   "manifests/workflow-v13h.json": "18a1eb9bb1a7c00725e1b29f495db31bd6d6728161e935fa6a845363a8dae42a",
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-  "README.md": "cc4d525df1b910f497537d27a34d9afd235f10413d762af359450ef9c424ee17",
+  "NOTICE": "4ed44977e49e772fc8d3e971f417fe14a7490d418d07c759e2cba0dfc52ed544",
+  "README.md": "08da69a3a76d6ba93dc1f5d2559d44cbfe14caea4d384a0939c2fcf0e5a58b62",
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dataset-manifest.json

@@ -1,6 +1,6 @@
 {
   "format_version": 1,
-  "project": "qwen3.5-classification",
+  "project": "qev",
   "corpora": [
     {
       "corpus": "starter-v2",
@@ -26,7 +26,7 @@
       },
       "within_corpus_group_and_image_split_checks": true,
       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-starter-v2.zip",
+      "archive": "corpora/qev-starter-v2.zip",
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@@ -54,7 +54,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-policy-v3.zip",
+      "archive": "corpora/qev-policy-v3.zip",
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@@ -83,7 +83,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-policy-v6.zip",
+      "archive": "corpora/qev-policy-v6.zip",
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@@ -111,7 +111,7 @@
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-      "archive": "corpora/qwen3.5-classification-policy-v8.zip",
+      "archive": "corpora/qev-policy-v8.zip",
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@@ -145,7 +145,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-foundation-v11.zip",
+      "archive": "corpora/qev-foundation-v11.zip",
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@@ -179,7 +179,7 @@
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       "within_corpus_group_and_image_split_checks": true,
       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-workflow-v12.zip",
+      "archive": "corpora/qev-workflow-v12.zip",
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@@ -216,7 +216,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-workflow-v12-cohort.zip",
+      "archive": "corpora/qev-workflow-v12-cohort.zip",
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@@ -251,7 +251,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-workflow-v12b.zip",
+      "archive": "corpora/qev-workflow-v12b.zip",
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@@ -286,7 +286,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-workflow-v12c.zip",
+      "archive": "corpora/qev-workflow-v12c.zip",
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@@ -321,7 +321,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-workflow-v12d.zip",
+      "archive": "corpora/qev-workflow-v12d.zip",
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@@ -356,7 +356,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-workflow-v12e.zip",
+      "archive": "corpora/qev-workflow-v12e.zip",
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@@ -391,7 +391,7 @@
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       "split_assignments_modified": false,
-      "archive": "corpora/qwen3.5-classification-workflow-v12f.zip",
+      "archive": "corpora/qev-workflow-v12f.zip",
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@@ -426,7 +426,7 @@
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-      "archive": "corpora/qwen3.5-classification-workflow-v13g.zip",
+      "archive": "corpora/qev-workflow-v13g.zip",
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-      "archive": "corpora/qwen3.5-classification-workflow-v13h.zip",
+      "archive": "corpora/qev-workflow-v13h.zip",
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@@ -496,7 +496,7 @@
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-      "archive": "corpora/qwen3.5-classification-workflow-v13-final.zip",
+      "archive": "corpora/qev-workflow-v13-final.zip",
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