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README.md

@@ -2,14 +2,12 @@
 license: mit
 task_categories:
 - text-classification
-- question-answering
 language:
 - en
 tags:
 - system-one
 - typed-decisions
 - synthetic
-- routing
 size_categories:
 - 10K<n<100K
 pretty_name: systemone-lite-general
@@ -28,27 +26,35 @@ configs:
 
 # systemone-lite-general
 
-Synthetic **System One–style** typed decision examples for
-[`systemone-lite`](https://github.com/fritzprix/systemone-lite).
+Synthetic typed-decision rows for
+[`systemone-lite`](https://github.com/fritzprix/systemone-lite)
+(letter-alias `choice` labels for causal LM SFT).
 
-**Not affiliated with TypeSafe AI / Jev.** Rule-based labels only.
+Not affiliated with TypeSafe AI / Jev. Labels are rule-based, not human prefs.
 
 ## Splits
 
 | Split | Rows | Notes |
 |------|------|------|
-| `train` | 32,400 | Stratified mix of 3 gyms |
-| `test` | 3,600 | iid held-out by task |
-| `test_hard` | 5,400 | layout / paraphrase / option-subset shift |
-| `full` | 36,000 | train + iid test pool |
+| `train` | 32 400 | Stratified mix of 3 gyms |
+| `test` | 3 600 | iid held-out by task |
+| `test_hard` | 5 400 | layout / paraphrase / option-subset shift |
+| `full` | 36 000 | train + iid test |
 
-## Gyms / tasks
+## Gyms
 
 - **TicketDungeon**: `ticket.route`, `ticket.needs_human`, `ticket.urgency`
 - **ResourceAllocator**: `alloc.fund_next`, `alloc.can_fund_all`, `alloc.pressure`
 - **DebateJudge**: `debate.winner`, `debate.enough_evidence`, `debate.confidence`
 
-Noul/score are encoded as single-letter **choice** options for causal LM next-token SFT.
+## Downstream numbers (same repo)
+
+Fine-tune → [`dwidlee/systemone-lite-0.5b`](https://huggingface.co/dwidlee/systemone-lite-0.5b):
+
+| Split | Base 0.5B | SFT |
+|---|---:|---:|
+| `test` (n=3600) | 0.439 | 0.679 |
+| `test_hard` (n=5400) | 0.427 | 0.652 |
 
 ## Load