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agentic-pd-hybrid/third_party/sglang/docs/diffusion/environment_variables.md

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Environment Variables

Apple MPS

Environment Variable Default Description
SGLANG_USE_MLX not set Set to 1 to enable MLX fused Metal kernels for norm ops on MPS

Caching Acceleration

These variables configure caching acceleration for Diffusion Transformer (DiT) models. SGLang supports multiple caching strategies - see caching documentation for an overview.

Cache-DiT Configuration

See cache-dit documentation for detailed configuration.

Environment Variable Default Description
SGLANG_CACHE_DIT_ENABLED false Enable Cache-DiT acceleration
SGLANG_CACHE_DIT_FN 1 First N blocks to always compute
SGLANG_CACHE_DIT_BN 0 Last N blocks to always compute
SGLANG_CACHE_DIT_WARMUP 4 Warmup steps before caching
SGLANG_CACHE_DIT_RDT 0.24 Residual difference threshold
SGLANG_CACHE_DIT_MC 3 Max continuous cached steps
SGLANG_CACHE_DIT_TAYLORSEER false Enable TaylorSeer calibrator
SGLANG_CACHE_DIT_TS_ORDER 1 TaylorSeer order (1 or 2)
SGLANG_CACHE_DIT_SCM_PRESET none SCM preset (none/slow/medium/fast/ultra)
SGLANG_CACHE_DIT_SCM_POLICY dynamic SCM caching policy
SGLANG_CACHE_DIT_SCM_COMPUTE_BINS not set Custom SCM compute bins
SGLANG_CACHE_DIT_SCM_CACHE_BINS not set Custom SCM cache bins

Cloud Storage

These variables configure S3-compatible cloud storage for automatically uploading generated images and videos.

Environment Variable Default Description
SGLANG_CLOUD_STORAGE_TYPE not set Set to s3 to enable cloud storage
SGLANG_S3_BUCKET_NAME not set The name of the S3 bucket
SGLANG_S3_ENDPOINT_URL not set Custom endpoint URL (for MinIO, OSS, etc.)
SGLANG_S3_REGION_NAME us-east-1 AWS region name
SGLANG_S3_ACCESS_KEY_ID not set AWS Access Key ID
SGLANG_S3_SECRET_ACCESS_KEY not set AWS Secret Access Key

CUDA Crash Debugging

These variables enable kernel API logging and optional input/output dumps around diffusion CUDA kernel call boundaries. They are useful when tracking down CUDA crashes such as illegal memory access, device-side assert, or shape mismatches in custom kernels.

Environment Variable Default Description
SGLANG_KERNEL_API_LOGLEVEL 0 Controls crash-debug kernel API logging. 1 logs API names, 3 logs tensor metadata, 5 adds tensor statistics, and 10 also writes dump snapshots.
SGLANG_KERNEL_API_LOGDEST stdout Destination for crash-debug kernel API logs. Use stdout, stderr, or a file path. %i is replaced with the process PID.
SGLANG_KERNEL_API_DUMP_DIR sglang_kernel_api_dumps Output directory for level-10 kernel API dumps. %i is replaced with the process PID.
SGLANG_KERNEL_API_DUMP_INCLUDE not set Comma-separated wildcard patterns for kernel API names to include in level-10 dumps.
SGLANG_KERNEL_API_DUMP_EXCLUDE not set Comma-separated wildcard patterns for kernel API names to exclude from level-10 dumps.