3D nested for loop to AMReX kernel conversion on AMReX
1Cosine SimilarityAstraAI
Evaluation results
| Method | Links | |
|---|---|---|
| AstraAIBackbone=CodeLlama 34B, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 1 | |
| AstraAIBackbone=GPT-OSS-120B, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 0.96 | |
| AstraAIBackbone=Claude-Sonnet-4.6-High, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 0.96 | |
| AstraAIBackbone=CodeLlama 34B, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 0.92 | |
| AstraAIBackbone=Claude-Sonnet-4.6-High, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 0.92 | |
| AstraAIBackbone=GPT-OSS-120B, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 0.91 | |
| AstraAIBackbone=CodeLlama 13B, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 0.8 | |
| AstraAIBackbone=CodeLlama 13B, Input Configuration=user prompt + RAG chunks + AST info2026.03 | 0.78 |