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README.md
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---
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license: apache-2.0
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language:
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pretty_name: Kernel-Opt RL (vLLM / SGLang / FlashInfer)
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size_categories:
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configs:
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---
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# Kernel-Opt RL
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---
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license: apache-2.0
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language:
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- en
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- code
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pretty_name: Kernel-Opt RL (vLLM / SGLang / FlashInfer)
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size_categories:
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- 10K<n<100K
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task_categories:
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- text-generation
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tags:
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- cuda
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- triton
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- gpu-kernels
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- kernel-optimization
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- reinforcement-learning
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- autotuning
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- vllm
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- sglang
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- flashinfer
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configs:
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- config_name: kernel_commits
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data_files:
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- split: train
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path: kernel_commits/train-*
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- split: test
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path: kernel_commits/test-*
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- config_name: tuned_configs
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data_files:
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- split: train
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path: tuned_configs/train-*
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- split: test
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path: tuned_configs/test-*
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dataset_info:
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config_name: tuned_configs
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features:
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- name: repo
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dtype: string
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- name: commit
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dtype: string
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- name: config_path
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dtype: string
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- name: kernel_file
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dtype: string
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- name: kernel_name
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dtype: string
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- name: kernel_source
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dtype: string
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- name: license
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dtype: string
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- name: device_name
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dtype: string
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- name: dtype
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dtype: string
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- name: block_shape
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dtype: string
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- name: triton_version
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dtype: string
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- name: shape
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dtype: string
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- name: M
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dtype: int64
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- name: candidate_models
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list: string
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- name: best_config
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dtype: string
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- name: prompt
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dtype: string
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- name: config_pr_url
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dtype: string
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- name: config_pr_gains
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dtype: string
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- name: speedup_vs_default
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dtype: float64
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splits:
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- name: train
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num_bytes: 401472046
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num_examples: 17561
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- name: test
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num_bytes: 34195181
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num_examples: 1726
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download_size: 26844202
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dataset_size: 435667227
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---
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# Kernel-Opt RL
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tuned_configs/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a7462be1b1f1f56c6e5ecc11b71ec768177a910136a66de40f97ede4c33b6b7
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size 2111842
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tuned_configs/train-00000-of-00001.parquet
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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oid sha256:09ccd8ee27acf07bc93a385027803c776ba755589f9f0f1af4e2c64f365787f7
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size 24732360
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