llnl/CompilerGPT

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Driver tieing together compiler and AI models to achieve better code optimizations.

Stars: 19
Forks: 1
Open beginner issues: 0
Indexed issues: 19

Dominant language: C
License: BSD-3-Clause
Last GitHub push: May 3, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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19 open issues indexed

absolute path of clang (compilers) is needed in configfile.json Open

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

llnl/CompilerGPT#24 · Opened May 28, 2025
support make check Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

llnl/CompilerGPT#23 · Opened May 28, 2025
some new ideas from AlphaEvolve Open

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

llnl/CompilerGPT#21 · Opened May 15, 2025
ablation study: prompt does not break down the tasks Open

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

llnl/CompilerGPT#19 · Opened Mar 21, 2025
Ablation study: What if the LLM is asked to optimize the code without seeing the optimization report? Open

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

llnl/CompilerGPT#18 · Opened Mar 21, 2025
Model Biases and Knowledge: new patterns not known to a model Open

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

llnl/CompilerGPT#17 · Opened Mar 21, 2025
potential for regressions in the iterative process Open

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

llnl/CompilerGPT#16 · Opened Mar 21, 2025
inconsistent results and explanations Open

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

llnl/CompilerGPT#15 · Opened Mar 21, 2025
trade-offs between iterative improvements and API costs Open

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

llnl/CompilerGPT#14 · Opened Mar 21, 2025
reliance on LLM judgment for optimization prioritization without clear metrics Open

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

llnl/CompilerGPT#13 · Opened Mar 21, 2025
time and space complexity analysis Open

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

llnl/CompilerGPT#12 · Opened Mar 21, 2025
Need more details about the test harness implementation Open

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

llnl/CompilerGPT#11 · Opened Mar 21, 2025
expand experiments to more and large benchmarks/applications Open

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

llnl/CompilerGPT#10 · Opened Mar 21, 2025
handle exceptions caused by LLMs Open

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

llnl/CompilerGPT#9 · Opened Mar 21, 2025
more formal statistical analysis of results Open

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

llnl/CompilerGPT#8 · Opened Mar 21, 2025
Direct comparison to other LLM tools or manual approach Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

llnl/CompilerGPT#7 · Opened Mar 21, 2025
extend to address compilation/runtime errors of ROSE API tests Open

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

llnl/CompilerGPT#6 · Opened Mar 19, 2025
play with different prompt designs, and comparing them Open

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

llnl/CompilerGPT#2 · Opened Jan 10, 2025
generate patches instead of outputting whole new version of code Open

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

llnl/CompilerGPT#1 · Opened Jan 10, 2025

llnl/CompilerGPT

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