corpus.blog
41554 blogs · 4,417,066 posts Claim your blog
Record · corpus.blog/posts/01a07d5d-a700-7314-97a9-eea5afc24fe4

ParallelKernelBench: Frontier LLMs can't write fast multi-GPU kernels (yet)

Together AI · published 23 June 2026

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at together.ai Wayback capture
0blogs citing
First cited
—
Most recent
—
Rank this month
not ranked
Links from this post
22
Words captured
2,048

Cited by

No blog we hold has cited this post yet.

Links from this post

Link
Host
https://www.alphaxiv.org/abs/2606.parallel-kernel-bench
alphaxiv.org
https://github.com/NVIDIA-NeMo/RL/tree/main
github.com
https://github.com/nvidia/megatron-lm
github.com
https://github.com/deepspeedai/deepspeed
github.com
https://github.com/deepseek-ai/DeepEP
github.com
https://github.com/NVIDIA/TensorRT-LLM
github.com
https://github.com/nvidia-nemo/rl
github.com
https://github.com/SWE-agent/mini-swe-agent
github.com
https://hazyresearch.stanford.edu/blog/2026-02-19-tk-2
hazyresearch.stanford.edu
https://nathanjpaek.github.io/parallel-kernel-bench/
nathanjpaek.github.io
https://nathanjpaek.github.io/parallel-kernel-bench/kernels/vocabplogtopk-reference.txt
nathanjpaek.github.io
https://nathanjpaek.github.io/parallel-kernel-bench/kernels/vocabplogtopk-kernel.txt
nathanjpaek.github.io
https://nathanjpaek.github.io/parallel-kernel-bench/kernels/hyenacp-reference.txt
nathanjpaek.github.io
https://nathanjpaek.github.io/parallel-kernel-bench/kernels/hyenacp-kernel.txt
nathanjpaek.github.io
https://nathanjpaek.github.io/parallel-kernel-bench/kernels/sam3-reference.txt
nathanjpaek.github.io
https://nathanjpaek.github.io/parallel-kernel-bench/kernels/sam3-kernel.txt
nathanjpaek.github.io
https://triton-lang.org/main/index.html
triton-lang.org
https://hazyresearch.stanford.edu/blog/2025-11-17-pk
hazyresearch.stanford.edu
https://standardkernel.com/blog/reimagining-kernel-generation-at-the-ptx-layer-learning-from-and-outperforming-dsls/
standardkernel.com
https://arxiv.org/abs/2509.14279
arxiv.org
https://arxiv.org/abs/2507.11948
arxiv.org
https://arxiv.org/abs/2505.11329
arxiv.org