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README.md

@@ -1,148 +1,19 @@
 ---
-license:
-- apache-2.0
-- bsd-3-clause
-- mit
-language:
-- en
-- code
+license: [apache-2.0, bsd-3-clause, mit]
+language: [en, code]
 pretty_name: Kernel-Opt RL (vLLM / SGLang / FlashInfer)
-size_categories:
-- 10K<n<100K
-task_categories:
-- text-generation
-tags:
-- cuda
-- triton
-- gpu-kernels
-- kernel-optimization
-- reinforcement-learning
-- autotuning
-- vllm
-- sglang
-- flashinfer
+size_categories: [10K<n<100K]
+task_categories: [text-generation]
+tags: [cuda, triton, gpu-kernels, kernel-optimization, reinforcement-learning, autotuning, vllm, sglang, flashinfer]
 configs:
-- config_name: kernel_commits
-  data_files:
-  - split: train
-    path: kernel_commits/train-*
-  - split: test
-    path: kernel_commits/test-*
-- config_name: tuned_configs
-  data_files:
-  - split: train
-    path: tuned_configs/train-*
-  - split: test
-    path: tuned_configs/test-*
-dataset_info:
-- config_name: kernel_commits
-  features:
-  - name: repo
-    dtype: string
-  - name: commit
-    dtype: string
-  - name: date
-    dtype: string
-  - name: pr_number
-    dtype: int64
-  - name: pr_url
-    dtype: string
-  - name: title
-    dtype: string
-  - name: message
-    dtype: string
-  - name: path
-    dtype: string
-  - name: language
-    dtype: string
-  - name: license
-    dtype: string
-  - name: before_code
-    dtype: string
-  - name: after_code
-    dtype: string
-  - name: diff
-    dtype: string
-  - name: lines_added
-    dtype: int64
-  - name: lines_removed
-    dtype: int64
-  - name: files_in_commit
-    dtype: int64
-  - name: models_mentioned
-    list: string
-  - name: hardware_mentioned
-    list: string
-  - name: speedup_claims
-    list: string
-  - name: prompt
-    dtype: string
-  - name: pr_body
-    dtype: string
-  - name: gains
-    dtype: string
-  - name: kernel_speedup
-    dtype: float64
-  - name: e2e_speedup
-    dtype: float64
-  splits:
-  - name: train
-    num_bytes: 141594175
-    num_examples: 1365
-  - name: test
-    num_bytes: 19848278
-    num_examples: 152
-  download_size: 48022146
-  dataset_size: 161442453
-- config_name: tuned_configs
-  features:
-  - name: repo
-    dtype: string
-  - name: commit
-    dtype: string
-  - name: config_path
-    dtype: string
-  - name: kernel_file
-    dtype: string
-  - name: kernel_name
-    dtype: string
-  - name: kernel_source
-    dtype: string
-  - name: license
-    dtype: string
-  - name: device_name
-    dtype: string
-  - name: dtype
-    dtype: string
-  - name: block_shape
-    dtype: string
-  - name: triton_version
-    dtype: string
-  - name: shape
-    dtype: string
-  - name: M
-    dtype: int64
-  - name: candidate_models
-    list: string
-  - name: best_config
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: config_pr_url
-    dtype: string
-  - name: config_pr_gains
-    dtype: string
-  - name: speedup_vs_default
-    dtype: float64
-  splits:
-  - name: train
-    num_bytes: 401474813
-    num_examples: 17561
-  - name: test
-    num_bytes: 34195272
-    num_examples: 1726
-  download_size: 26844202
-  dataset_size: 435670085
+  - config_name: tuned_configs
+    data_files:
+      - {split: train, path: tuned_configs/train-*}
+      - {split: test, path: tuned_configs/test-*}
+  - config_name: kernel_commits
+    data_files:
+      - {split: train, path: kernel_commits/train-*}
+      - {split: test, path: kernel_commits/test-*}
 ---
 
 # Kernel-Opt RL