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laguna-xs2-dense-k8-cuda-grpo
EvanOLeary/laguna-xs2-dense-k8-cuda-grpo
laguna-xs2-dense-k8-cuda-grpo is a text generation model from EvanOLeary. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
From EvanOLeary/laguna-xs2-dense-k8-cuda-sft-v2 (SFT-extended). Offline RFT on the SakanaAI/AI-CUDA-Engineer-Archive traces: group ~6 candidate kernels per TaskID, reward = recorded CUDASpeedupNative gated by Correct,…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- laguna_dense
- Access
- Public
- Created
- May 30, 2026
- Updated
- May 30, 2026
- SHA
- 3bfe4891
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Base models
Model card
From the Hugging Face model README
Laguna-Dense CUDA · RFT arm = Offline GRPO (group-by-task)
From EvanOLeary/laguna-xs2-dense-k8-cuda-sft-v2 (SFT-extended). Offline RFT on the
SakanaAI/AI-CUDA-Engineer-Archive traces: group ~6 candidate kernels per Task_ID, reward =
recorded CUDA_Speedup_Native gated by Correct, Dr.GRPO group-relative advantage
(r−mean over the task group), KL-to-SFT anchor, DAPO skip zero-variance groups. No live compilation.
Off-policy (samples are Sakana's) → group-relative RWR, not on-policy GRPO; uses verified rewards, can't exceed the dataset. Compared vs DPO on KernelBench-Lite L1 (K=4). Lineage/eval: https://github.com/Tyronita/laguna-dense-cuda-kernels
- Task
- Text Generation
- Library
- transformers
- Type
- laguna_dense
- License
- apache-2.0
- Languages
- en
- Created
- May 30, 2026
- Updated
- May 30, 2026