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Published: Mar 27, 2026 License: Apache-2.0

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Command bench runs a standardized benchmark harness for zerfoo models.
Command bench runs a standardized benchmark harness for zerfoo models.
Command bench-compare compares two NDJSON benchmark result files and outputs a markdown regression report.
Command bench-compare compares two NDJSON benchmark result files and outputs a markdown regression report.
Command bench_batch benchmarks continuous batching vs session pool throughput.
Command bench_batch benchmarks continuous batching vs session pool throughput.
Command bench_disagg benchmarks disaggregated vs collocated serving throughput.
Command bench_disagg benchmarks disaggregated vs collocated serving throughput.
Command bench_mamba benchmarks Mamba-3 SSM vs Transformer attention decode throughput using synthetic FLOPs-based timing estimates.
Command bench_mamba benchmarks Mamba-3 SSM vs Transformer attention decode throughput using synthetic FLOPs-based timing estimates.
Command bench_prefix simulates a multi-turn chat workload to measure prefix cache hit rate and TTFT reduction.
Command bench_prefix simulates a multi-turn chat workload to measure prefix cache hit rate and TTFT reduction.
Command bench_spec benchmarks speculative decoding speedup by comparing standalone target model decode against speculative decode (target + draft).
Command bench_spec benchmarks speculative decoding speedup by comparing standalone target model decode against speculative decode (target + draft).
bench_tps measures tokens-per-second for a local ZMF model.
bench_tps measures tokens-per-second for a local ZMF model.
Package cli provides the command-line interface framework for Zerfoo.
Package cli provides the command-line interface framework for Zerfoo.
Command coverage-gate reads a Go coverage profile and fails if any testable package drops below the configured coverage threshold.
Command coverage-gate reads a Go coverage profile and fails if any testable package drops below the configured coverage threshold.
Package main implements a linter that checks // Deprecated: doc comments for proper replacement guidance and version information.
Package main implements a linter that checks // Deprecated: doc comments for proper replacement guidance and version information.
Command finetune runs QLoRA fine-tuning on a GGUF model.
Command finetune runs QLoRA fine-tuning on a GGUF model.
Command train_distributed launches distributed training using FSDP.
Command train_distributed launches distributed training using FSDP.
Command ts_train trains a PatchTST time-series signal model on offline feature data.
Command ts_train trains a PatchTST time-series signal model on offline feature data.
Package main provides a minimal edge/embedded inference binary for Zerfoo.
Package main provides a minimal edge/embedded inference binary for Zerfoo.

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