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Headline: Rated typed decisions

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  1. CHANGELOG.md +1 -1
  2. CITATION.cff +1 -1
  3. README.md +3 -3
CHANGELOG.md CHANGED
@@ -3,5 +3,5 @@
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  ## v0 (2026-10-15)
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  - First public release: three LoRA adapters (`scm-min-1.7b-v0`, `scm-mid-4b-v0`, `scm-max-14b-v0`) on Qwen3 base models.
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  - S1MB English v1 evaluation of `scm-max-14b-v0` submitted (131 of 137 benchmarks complete).
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- - Headline: rated typed decisions from open Qwen3 models; positioning against Jev and the open models; positioning in the README.
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  - Documents: results, usage, data and licences, intended use, S1MB submission and overlap report.
 
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  ## v0 (2026-10-15)
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  - First public release: three LoRA adapters (`scm-min-1.7b-v0`, `scm-mid-4b-v0`, `scm-max-14b-v0`) on Qwen3 base models.
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  - S1MB English v1 evaluation of `scm-max-14b-v0` submitted (131 of 137 benchmarks complete).
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+ - Headline: rated typed decisions; positioning against Jev and the open models; positioning in the README.
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  - Documents: results, usage, data and licences, intended use, S1MB submission and overlap report.
CITATION.cff CHANGED
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  cff-version: 1.2.0
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  message: "If you use these reports or models, please cite them as below."
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- title: "SCM: rated typed decisions from open Qwen3 models"
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  type: software
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  authors:
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  - name: "5ak3t"
 
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  cff-version: 1.2.0
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  message: "If you use these reports or models, please cite them as below."
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+ title: "SCM: rated typed decisions"
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  type: software
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  authors:
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  - name: "5ak3t"
README.md CHANGED
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  ---
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  license: cc-by-4.0
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- tags: [scm, typed-decisions, classification, lora, qwen3]
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  pipeline_tag: text-classification
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  ---
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- # Rated typed decisions from open Qwen3 models
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  **Give SCM a text and a question, and get a probability for every answer.** Pick one of several options, answer yes or no, or place the text on a scale.
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@@ -67,7 +67,7 @@ Selection-level results on open development data, mostly single-seed. The 14B mo
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  ## Cite
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  ```bibtex
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  @misc{scm2026,
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- title = {SCM: rated typed decisions from open Qwen3 models},
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  author = {5ak3t},
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  year = {2026},
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  howpublished = {\url{https://github.com/5ak3t/scm}},
 
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  ---
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  license: cc-by-4.0
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+ tags: [scm, typed-decisions, classification]
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  pipeline_tag: text-classification
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  ---
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+ # Rated typed decisions
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  **Give SCM a text and a question, and get a probability for every answer.** Pick one of several options, answer yes or no, or place the text on a scale.
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  ## Cite
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  ```bibtex
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  @misc{scm2026,
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+ title = {SCM: rated typed decisions},
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  author = {5ak3t},
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  year = {2026},
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  howpublished = {\url{https://github.com/5ak3t/scm}},