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Release Qwen3.5 Classification 0.1.0: Qwen3.5-2B typed decisions

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

LICENSES.md CHANGED
@@ -1,11 +1,15 @@
1
  # Public dataset
2
 
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- `vision-qev-data` packages 15 historical corpus configurations, not 15 disjoint datasets.
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  Each archive contains original eligible JSONL records, referenced image bytes and a
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  publication manifest. Viewer JSONL exposes the same requests and targets as JSON strings
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  to avoid incompatible nested candidate schemas. Original train/dev/calibration/test values
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  are preserved. The release manifest records each original and exported file checksum.
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  ## Attribution and licenses
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  | Source | License | Conversion |
@@ -36,7 +40,7 @@ These are checks within each corpus. They do not establish cross-stage disjointn
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  real objects, or absence from Qwen pretraining.
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  ```sh
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- python scripts/package_public_data.py --source /path/to/original-workspace --output dist/vision-qev-data
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  ```
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  This maintainer command requires the recorded source snapshots. Users can download the
 
1
  # Public dataset
2
 
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+ `qwen3.5-classification-data` packages 15 historical corpus configurations, not 15 disjoint datasets.
4
  Each archive contains original eligible JSONL records, referenced image bytes and a
5
  publication manifest. Viewer JSONL exposes the same requests and targets as JSON strings
6
  to avoid incompatible nested candidate schemas. Original train/dev/calibration/test values
7
  are preserved. The release manifest records each original and exported file checksum.
8
 
9
+ Public corpus files use `qwen3.5-classification-<stage>.zip`. Their extracted stage
10
+ folders and original record/source IDs preserve the recorded training provenance.
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+ For example, `qwen3.5-classification-starter-v2.zip` extracts to `starter-v2/`.
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+
13
  ## Attribution and licenses
14
 
15
  | Source | License | Conversion |
 
40
  real objects, or absence from Qwen pretraining.
41
 
42
  ```sh
43
+ python scripts/package_public_data.py --source /path/to/original-workspace --output dist/qwen3.5-classification-data
44
  ```
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  This maintainer command requires the recorded source snapshots. Users can download the
NOTICE CHANGED
@@ -1,8 +1,8 @@
1
- Vision QEV (formerly Veyra)
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- Copyright 2026 Vision QEV contributors
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  Copyright 2026 Veyra contributors
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- Vision QEV is an independent open-source research project for dynamic typed
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  decisions over images and text.
7
 
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  The backbone is Qwen/Qwen3.5-2B, published by the Qwen team under Apache-2.0.
 
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+ Qwen3.5 Classification (formerly Veyra)
2
+ Copyright 2026 Qwen3.5 Classification contributors
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  Copyright 2026 Veyra contributors
4
 
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+ Qwen3.5 Classification is an independent open-source research project for dynamic typed
6
  decisions over images and text.
7
 
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  The backbone is Qwen/Qwen3.5-2B, published by the Qwen team under Apache-2.0.
README.md CHANGED
@@ -1,7 +1,7 @@
1
  ---
2
  license: other
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  license_name: source-specific-licenses
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- license_link: https://github.com/ken-jo/vision-qev/blob/main/docs/DATA.md
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  language:
6
  - en
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  - ko
@@ -165,15 +165,17 @@ configs:
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  path: viewer/workflow-v13-final/test.jsonl
166
  ---
167
 
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- # Vision QEV data
169
 
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- Historical snapshots for [Vision QEV](https://github.com/ken-jo/vision-qev).
171
  Maintainer: [GitHub](https://github.com/ken-jo) / [LinkedIn](https://www.linkedin.com/in/ik-chan-jo).
172
- [Model](https://huggingface.co/ken-jo/vision-qev).
173
 
174
  **Configurations overlap. Do not concatenate them or assume independent test sets.**
175
 
176
- ZIPs in `corpora/` contain eligible original records, images and license notices.
 
 
177
  Viewer rows expose request/target schemas as JSON strings; parse with `json.loads`.
178
  IDs, group IDs, language and original split assignments are preserved.
179
 
@@ -220,4 +222,4 @@ Korean generated examples are retained; personal project notes are not included.
220
  Old test groups have been inspected. Future models need untouched final populations.
221
  Full retraining from all historical intermediate checkpoints is not turnkey.
222
 
223
- [Training details](https://github.com/ken-jo/vision-qev/blob/main/docs/TRAINING.md).
 
1
  ---
2
  license: other
3
  license_name: source-specific-licenses
4
+ license_link: https://github.com/ken-jo/qwen3.5-classification/blob/main/docs/DATA.md
5
  language:
6
  - en
7
  - ko
 
165
  path: viewer/workflow-v13-final/test.jsonl
166
  ---
167
 
168
+ # Qwen3.5 Classification data
169
 
170
+ Historical snapshots for [Qwen3.5 Classification](https://github.com/ken-jo/qwen3.5-classification).
171
  Maintainer: [GitHub](https://github.com/ken-jo) / [LinkedIn](https://www.linkedin.com/in/ik-chan-jo).
172
+ [Model](https://huggingface.co/ken-jo/qwen3.5-classification).
173
 
174
  **Configurations overlap. Do not concatenate them or assume independent test sets.**
175
 
176
+ ZIPs in `corpora/` use `qwen3.5-classification-<stage>.zip` and contain eligible
177
+ original records, images and license notices. Extracted stage folders and original
178
+ record/source IDs preserve the recorded training provenance.
179
  Viewer rows expose request/target schemas as JSON strings; parse with `json.loads`.
180
  IDs, group IDs, language and original split assignments are preserved.
181
 
 
222
  Old test groups have been inspected. Future models need untouched final populations.
223
  Full retraining from all historical intermediate checkpoints is not turnkey.
224
 
225
+ [Training details](https://github.com/ken-jo/qwen3.5-classification/blob/main/docs/TRAINING.md).
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