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mirage-project

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mirage
Mirage Persistent Kernel: Compiling LLMs into a MegaKernel

Cuda · 2505 stars

Beginner friendly Everything

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[Comment] - GPT-OSS Kernel Template Completion Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#780 · Opened Sep 21, 2026
[Bug] demo/qwen3/demo_30B_A3B_hopper.py NAN Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

mirage-project/mirage#779 · Opened Sep 20, 2026
[Bug] - Qwen3 MPK produces different tokens across processes with uninitialized KV and metadata buffers Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 78/100

mirage-project/mirage#776 · Opened Sep 17, 2026
[General] - Developer Roadmap for 26 Fall Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#773 · 4 comments · 10 reactions · Opened Sep 14, 2026
[Feature Request] - Models to support Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mirage-project/mirage#772 · Opened Sep 14, 2026
[Feature Request] - Development tooling for the megakernel library: template, harness, profiler, Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

mirage-project/mirage#771 · Opened Sep 14, 2026
[Feature Request] - Open question: how to split and place the tasks of a layer in the megakernel library Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

mirage-project/mirage#770 · 1 comment · Opened Sep 14, 2026
[Feature Request] - Megakernel library Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#769 · Opened Sep 14, 2026
[Feature Request] - Megakernel on Apple silicon (M4/M5): small-batch decode and larger-than-memory models. Open

Difficulty 5/5 Over a week Newbie friendliness 22/100

mirage-project/mirage#765 · Opened Sep 11, 2026
[Bug] - Missing task_type check for TASK_PAGED_ATTENTION_SPLIT_KV_MERGE_SM100 in register_mugraph Open

bug

Difficulty 1/5 Under an hour Newbie friendliness 86/100

mirage-project/mirage#763 · Opened Sep 4, 2026
[Bug] Worker counts >128 deadlock at the first request (worker/scheduler grid placement race) Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mirage-project/mirage#761 · Opened Sep 4, 2026
[Feature Request] - Intergate with torch.compile Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

mirage-project/mirage#750 · Opened Aug 12, 2026
Publish Mirage kernels on Hugging Face Kernels? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#741 · Opened Jul 17, 2026
[Feature Request] - supporting larger --max-num-batched-tokens, especially on the MoE path Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

mirage-project/mirage#740 · Opened Jul 14, 2026
[General] - GQA benchmark/demo does not run on current mpk branch; which commit should be used for the Mirage paper example? Open

question

Difficulty 4/5 3-5 days Newbie friendliness 45/100

mirage-project/mirage#735 · Opened Jun 30, 2026
[MPK] Hybrid Attention KV Cache Support Open

mirage-project/mirage#734 · 1 assignee · Opened Jun 29, 2026
[General] - Brief Description: Does Mirage support high concurrency? Open

question

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mirage-project/mirage#733 · Opened Jun 26, 2026
[General] - Question about baseline versions used for paper evaluation Open

question

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

mirage-project/mirage#727 · Opened Jun 15, 2026
[MPK] - TP/EP Support in Online Server Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#690 · Opened May 16, 2026
[MPK] - Chunked Prefill Support Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

mirage-project/mirage#689 · 5 comments · Opened May 16, 2026
[MPK] - Serving Engine Support Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mirage-project/mirage#688 · Opened May 15, 2026
[Feature Request] - Deepseek v3 Support Open

mirage-project/mirage#686 · 2 assignees · Opened May 14, 2026
[MPK] - Development Roadmap Summer 2026 Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mirage-project/mirage#685 · Opened May 14, 2026
[MPK] Support Speculative Decoding Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#684 · Opened May 12, 2026
z3: dynamic loading, dual copies, and wheel-vs-editable divergence Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

mirage-project/mirage#679 · Opened May 4, 2026
Dependency pin sprawl across CI, docker, conda, and docs Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#678 · Opened May 4, 2026
[Feature Request] - Support DeepSeek-V4-Flash-Base Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#668 · 1 comment · Opened Apr 25, 2026
[Comment] - Add prefix cache support for MPK Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

mirage-project/mirage#666 · 1 comment · Opened Apr 20, 2026
[Bug] Mirage Superoptmizer: Cannot reproduce paper speedups on H100 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mirage-project/mirage#658 · 3 comments · Opened Apr 16, 2026
[MPK] Development Roadmap Q2 2026 Open

persistent kernel

Difficulty 5/5 Over a week Newbie friendliness 20/100

mirage-project/mirage#645 · 1 reaction · Opened Mar 30, 2026
[General] - Question on demo/qwen3/demo.py Open

question

Difficulty 3/5 1-2 days Newbie friendliness 35/100

mirage-project/mirage#640 · 4 comments · Opened Mar 12, 2026
[Comment] - E2E test question Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mirage-project/mirage#639 · Opened Mar 11, 2026
[Feature Request] - Add AMD Kernels for MXFP4 MoE, MLA Decode, and MXFP4 GEMM Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mirage-project/mirage#638 · Opened Mar 9, 2026
[Bug] ODR violation - duplicate layouts Open

question

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

mirage-project/mirage#636 · Opened Mar 4, 2026
[Bug] - Brief Description Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mirage-project/mirage#635 · 1 reaction · Opened Mar 3, 2026
[General] Question on interpreting the ``bubbles" on Mirage profiles Open

question

Difficulty 3/5 1-2 days Newbie friendliness 35/100

mirage-project/mirage#630 · 3 comments · Opened Feb 25, 2026
[bug] Build/CI Bugs Open

question

Difficulty 5/5 Over a week Newbie friendliness 30/100

mirage-project/mirage#629 · Opened Feb 23, 2026
[Feature Request] - Add Planning Attention to split the workload across SMs Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#627 · Opened Feb 20, 2026
[Feature Request] - Add Agent Skills for task kernel generation Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#621 · Opened Feb 15, 2026
[General] - Remove unused code in runtime.cc Open

question

Difficulty 1/5 Under an hour Newbie friendliness 55/100

mirage-project/mirage#617 · Opened Feb 5, 2026
[Feature Request] - Simplifying Programming Interface Tasks Open

persistent kernel

Difficulty 5/5 Over a week Newbie friendliness 35/100

mirage-project/mirage#615 · Opened Feb 2, 2026
[Feature Request] - AlltoAll for multi-gpu Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#607 · Opened Jan 15, 2026
[Feature Request] - Will you consider supporting prefill compilation in the future Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#604 · 1 comment · Opened Dec 25, 2025
[General] - Question about attention on A100 Open

question

Difficulty 4/5 3-5 days Newbie friendliness 28/100

mirage-project/mirage#603 · 2 comments · Opened Dec 18, 2025
[MPK] Development Roadmap Q1 2026 Open

persistent kernel

Difficulty 5/5 Over a week Newbie friendliness 15/100

mirage-project/mirage#601 · 4 comments · 4 reactions · Opened Dec 18, 2025
[General] - Todo list for our next release Open

mirage-project/mirage#600 · 3 assignees · Opened Dec 15, 2025
[General] - Better memory estimation for superoptimize Open

question

Difficulty 5/5 Over a week Newbie friendliness 35/100

mirage-project/mirage#598 · Opened Dec 12, 2025
[Feature Request] - Seperate the attention kernel for Prefill and Decode Open

mirage-project/mirage#591 · 1 assignee · Opened Dec 6, 2025
[Feature Request] - Qwen2.5 VL Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#589 · Opened Nov 27, 2025
[Feature Request] - Supporting MegaKernel for DeepSeek Models Open

help wanted

Difficulty 5/5 Over a week Newbie friendliness 25/100

mirage-project/mirage#588 · 1 comment · Opened Nov 24, 2025

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