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README.md

@@ -13,7 +13,7 @@ task_categories:
 language:
   - en
 size_categories:
-  - 10K<n<100K
+  - 1K<n<10K
 configs:
   - config_name: all
     data_files:
@@ -61,21 +61,23 @@ dataset_info:
       dtype: string
   splits:
     - name: train
-      num_examples: 12980
+      num_examples: 6220
 ---
 
 # ML SWE Prompts
 
 Unified collection of ML/training-related software engineering prompts for OPD distillation training. All prompts are in English.
 
+Filtered to core ML repos: huggingface (1,058), numpy (937), Lightning-AI (377), ray-project (342). Excludes pandas-dev, qiskit, open-mmlab, scipy, tensorflow, spaCy.
+
 ## Splits
 
 | Config | Source | Rows | Description |
 |--------|--------|------|-------------|
-| `all` | Combined | 12,980 | All prompts combined |
-| `swe_bench_ml` | SWE-bench train | 9,472 | Problem statements from ML repos (PyTorch, HF, Lightning, Ray, numpy, scipy, TF, etc.) |
+| `all` | Combined | 6,220 | All prompts combined |
+| `swe_bench_ml` | SWE-bench train | 2,714 | Problem statements from core ML repos (HF, numpy, Lightning, Ray) + keyword-matched from SWE-Dev |
 | `swe_dev_sft` | SWE-Dev-train | 3,054 | ML-related agent conversations (SFT format) |
-| `swe_dev_rft` | SWE-Dev-train | 347 | ML-related agent conversations (RFT format, with rewards) |
+| `swe_dev_rft` | SWE-Dev-train | 345 | ML-related agent conversations (RFT format, with rewards) |
 | `terminal_bench_verified` | Terminal-Bench 2 Verified | 89 | Task instructions from TB2 verified tasks |
 | `terminal_bench_trajectories` | TB2 Leaderboard | 18 | Unique ML task prompts from agent trajectories (deduplicated) |
 
@@ -88,10 +90,6 @@ All rows have at minimum `source` and `prompt`. Additional fields vary by source
 - **terminal_bench_verified**: `task_name`
 - **terminal_bench_trajectories**: `task_name`, `model`, `agent`, `reward`
 
-## ML Repos in SWE-bench
-
-huggingface (1,058), Lightning-AI (377), ray-project (342), numpy (937), scipy (101), tensorflow (50), open-mmlab (111), explosion/spaCy (41), pandas-dev (5,049), Qiskit (1,406)
-
 ## Citation
 
 ```bibtex