├── .dockerignore ├── .githooks └── pre-commit ├── .github └── workflows │ ├── backend-python-format.yml │ ├── backend-python-pylint.yml │ ├── backend-python-pyright.yml │ └── engine.yml ├── .gitignore ├── .pylintrc ├── Dockerfile ├── LICENSE ├── README.md ├── backend ├── backend-cuda │ ├── .gitignore │ ├── CMakeLists.txt │ ├── README.md │ ├── cmake │ │ ├── CPM.cmake │ │ └── DetectCudaArchitecture.cmake │ ├── dev.toml │ └── src │ │ ├── bpe.cpp │ │ ├── bpe.hpp │ │ ├── common.cu │ │ ├── common.cuh │ │ ├── config.hpp │ │ ├── flashinfer_ops.cuh │ │ ├── l4ma.cu │ │ ├── l4ma.cuh │ │ ├── main.cpp │ │ ├── model.cu │ │ ├── model.hpp │ │ ├── profiler.hpp │ │ ├── stack_allocator.cuh │ │ ├── tensor.cu │ │ ├── tensor.hpp │ │ ├── utils.hpp │ │ ├── ztensor.cpp │ │ └── ztensor.hpp ├── backend-python │ ├── .gitignore │ ├── README.md │ ├── __init__.py │ ├── adapter.py │ ├── adapter_utils.py │ ├── debug_utils.py │ ├── handler.py │ ├── message.py │ ├── metal_kernels │ │ ├── README.md │ │ ├── __init__.py │ │ ├── _internal │ │ │ ├── __init__.py │ │ │ ├── debug_utils.py │ │ │ ├── metal │ │ │ │ ├── CMakeLists.txt │ │ │ │ ├── __init__.py │ │ │ │ └── kernels │ │ │ │ │ ├── metal_add_residual.metal │ │ │ │ │ ├── metal_append_paged_kv_cache.metal │ │ │ │ │ ├── metal_attention_common.metal │ │ │ │ │ ├── metal_attention_simdgroup_opt.metal │ │ │ │ │ ├── metal_embedding.metal │ │ │ │ │ ├── metal_extract_k_values.metal │ │ │ │ │ ├── metal_gemm.metal │ │ │ │ │ ├── metal_grouped_gemm.metal │ │ │ │ │ ├── metal_rmsnorm.metal │ │ │ │ │ ├── metal_rope.metal │ │ │ │ │ ├── metal_silu_and_mul.metal │ │ │ │ │ ├── metal_softmax.metal │ │ │ │ │ ├── metal_softmax_tiled.metal │ │ │ │ │ └── metal_topk_mask_logits.metal │ │ │ ├── mps_append_kv_cache.py │ │ │ ├── mps_attention.py │ │ │ ├── mps_config.py │ │ │ ├── mps_rope.py │ │ │ ├── mps_shader_compiler.py │ │ │ ├── mps_shader_integration.py │ │ │ └── pytorch_reference.py │ │ └── ops.py │ ├── model │ │ ├── __init__.py │ │ ├── config.py │ │ ├── gptoss.py │ │ ├── gptoss_utils.py │ │ ├── l4ma.py │ │ ├── qwen2.py │ │ └── qwen3.py │ ├── model_factory.py │ ├── model_loader.py │ ├── platform_detection.py │ ├── profiler │ │ ├── README.md │ │ ├── __init__.py │ │ ├── analysis_utils.py │ │ ├── calculate_metrics.py │ │ ├── export_utils.py │ │ ├── hook_based_tracker.py │ │ ├── legacy_profiler.py │ │ ├── operation_tracker.py │ │ ├── pytorch_profiler.py │ │ ├── snapshot_capture.py │ │ ├── timing_profiler.py │ │ ├── tracker.py │ │ └── types.py │ ├── pyproject.toml │ ├── server.py │ ├── stubs │ │ └── flashinfer │ │ │ └── __init__.pyi │ ├── tests │ │ └── metal_kernels_debug │ │ │ ├── test_layer_by_layer_divergence_mps.py │ │ │ └── test_layer_by_layer_multi_page.py │ └── uv.lock └── proto │ ├── README.md │ ├── handshake.proto │ ├── l4m.proto │ ├── l4m_vision.proto │ └── ping.proto ├── client ├── cli │ ├── Cargo.toml │ └── src │ │ ├── abort.rs │ │ ├── attach.rs │ │ ├── config.rs │ │ ├── engine.rs │ │ ├── list.rs │ │ ├── main.rs │ │ ├── path.rs │ │ ├── ping.rs │ │ └── submit.rs ├── javascript │ ├── README.md │ ├── package.json │ └── src │ │ └── index.js ├── python │ ├── README.md │ ├── main.py │ ├── pie │ │ ├── __init__.py │ │ └── client.py │ ├── pyproject.toml │ └── tests │ │ └── __init__.py └── rust │ ├── Cargo.toml │ └── src │ ├── client.rs │ ├── crypto.rs │ ├── lib.rs │ ├── message.rs │ └── utils.rs ├── example-apps ├── .cargo │ └── config.toml ├── Cargo.toml └── text-completion │ ├── Cargo.toml │ ├── metadata.toml │ └── src │ └── lib.rs ├── inferlet-api ├── adapter │ └── wit │ │ ├── common.wit │ │ ├── deps.lock │ │ ├── deps.toml │ │ ├── deps │ │ ├── core │ │ │ ├── common.wit │ │ │ ├── forward.wit │ │ │ ├── imports.wit │ │ │ ├── kvs.wit │ │ │ ├── message.wit │ │ │ ├── run.wit │ │ │ ├── runtime.wit │ │ │ └── tokenize.wit │ │ └── io │ │ │ ├── error.wit │ │ │ ├── poll.wit │ │ │ ├── streams.wit │ │ │ └── world.wit │ │ └── imports.wit ├── core │ └── wit │ │ ├── common.wit │ │ ├── deps.lock │ │ ├── deps.toml │ │ ├── deps │ │ └── io │ │ │ ├── error.wit │ │ │ ├── poll.wit │ │ │ ├── streams.wit │ │ │ └── world.wit │ │ ├── forward.wit │ │ ├── imports.wit │ │ ├── kvs.wit │ │ ├── message.wit │ │ ├── run.wit │ │ ├── runtime.wit │ │ └── tokenize.wit ├── image │ └── wit │ │ ├── deps.lock │ │ ├── deps.toml │ │ ├── deps │ │ ├── cli │ │ │ ├── command.wit │ │ │ ├── environment.wit │ │ │ ├── exit.wit │ │ │ ├── imports.wit │ │ │ ├── run.wit │ │ │ ├── stdio.wit │ │ │ └── terminal.wit │ │ ├── clocks │ │ │ ├── monotonic-clock.wit │ │ │ ├── timezone.wit │ │ │ ├── wall-clock.wit │ │ │ └── world.wit │ │ ├── core │ │ │ ├── common.wit │ │ │ ├── forward.wit │ │ │ ├── imports.wit │ │ │ ├── kvs.wit │ │ │ ├── message.wit │ │ │ ├── run.wit │ │ │ ├── runtime.wit │ │ │ └── tokenize.wit │ │ ├── filesystem │ │ │ ├── preopens.wit │ │ │ ├── types.wit │ │ │ └── world.wit │ │ ├── http │ │ │ ├── handler.wit │ │ │ ├── proxy.wit │ │ │ └── types.wit │ │ ├── io │ │ │ ├── error.wit │ │ │ ├── poll.wit │ │ │ ├── streams.wit │ │ │ └── world.wit │ │ ├── random │ │ │ ├── insecure-seed.wit │ │ │ ├── insecure.wit │ │ │ ├── random.wit │ │ │ └── world.wit │ │ └── sockets │ │ │ ├── instance-network.wit │ │ │ ├── ip-name-lookup.wit │ │ │ ├── network.wit │ │ │ ├── tcp-create-socket.wit │ │ │ ├── tcp.wit │ │ │ ├── udp-create-socket.wit │ │ │ ├── udp.wit │ │ │ └── world.wit │ │ ├── image.wit │ │ └── imports.wit └── zo │ └── wit │ ├── deps.lock │ ├── deps.toml │ ├── deps │ ├── core │ │ ├── common.wit │ │ ├── forward.wit │ │ ├── imports.wit │ │ ├── kvs.wit │ │ ├── message.wit │ │ ├── run.wit │ │ ├── runtime.wit │ │ └── tokenize.wit │ └── io │ │ ├── error.wit │ │ ├── poll.wit │ │ ├── streams.wit │ │ └── world.wit │ ├── evolve.wit │ └── imports.wit ├── inferlet-macros ├── Cargo.toml └── src │ └── lib.rs ├── inferlet ├── Cargo.toml ├── src │ ├── adapter.rs │ ├── api.rs │ ├── brle.rs │ ├── chat.rs │ ├── context.rs │ ├── drafter.rs │ ├── forward.rs │ ├── image.rs │ ├── lib.rs │ ├── pool.rs │ ├── sampler.rs │ ├── stop_condition.rs │ └── zo.rs └── wit │ ├── deps.lock │ ├── deps.toml │ ├── deps │ ├── adapter │ │ ├── common.wit │ │ └── imports.wit │ ├── cli │ │ ├── command.wit │ │ ├── environment.wit │ │ ├── exit.wit │ │ ├── imports.wit │ │ ├── run.wit │ │ ├── stdio.wit │ │ └── terminal.wit │ ├── clocks │ │ ├── monotonic-clock.wit │ │ ├── timezone.wit │ │ ├── wall-clock.wit │ │ └── world.wit │ ├── core │ │ ├── common.wit │ │ ├── forward.wit │ │ ├── imports.wit │ │ ├── kvs.wit │ │ ├── message.wit │ │ ├── run.wit │ │ ├── runtime.wit │ │ └── tokenize.wit │ ├── filesystem │ │ ├── preopens.wit │ │ ├── types.wit │ │ └── world.wit │ ├── http │ │ ├── handler.wit │ │ ├── proxy.wit │ │ └── types.wit │ ├── image │ │ ├── image.wit │ │ └── imports.wit │ ├── io │ │ ├── error.wit │ │ ├── poll.wit │ │ ├── streams.wit │ │ └── world.wit │ ├── random │ │ ├── insecure-seed.wit │ │ ├── insecure.wit │ │ ├── random.wit │ │ └── world.wit │ ├── sockets │ │ ├── instance-network.wit │ │ ├── ip-name-lookup.wit │ │ ├── network.wit │ │ ├── tcp-create-socket.wit │ │ ├── tcp.wit │ │ ├── udp-create-socket.wit │ │ ├── udp.wit │ │ └── world.wit │ └── zo │ │ ├── evolve.wit │ │ └── imports.wit │ └── world.wit ├── pie ├── Cargo.toml ├── docker_config.toml ├── example_config.toml ├── metal_config.toml ├── src │ ├── api.rs │ ├── api │ │ ├── adapter.rs │ │ ├── core.rs │ │ ├── core │ │ │ ├── forward.rs │ │ │ ├── kvs.rs │ │ │ ├── message.rs │ │ │ ├── runtime.rs │ │ │ └── tokenize.rs │ │ ├── image.rs │ │ └── zo.rs │ ├── auth.rs │ ├── cli.rs │ ├── cli │ │ ├── auth.rs │ │ ├── config.rs │ │ ├── manager.rs │ │ ├── model.rs │ │ ├── output.rs │ │ ├── path.rs │ │ ├── run.rs │ │ └── serve.rs │ ├── dummy.rs │ ├── engine.rs │ ├── instance.rs │ ├── kvs.rs │ ├── main.rs │ ├── messaging.rs │ ├── model.rs │ ├── model │ │ ├── batching.rs │ │ ├── request.rs │ │ ├── resource.rs │ │ └── tokenizer.rs │ ├── runtime.rs │ ├── server.rs │ ├── service.rs │ └── utils.rs └── wit │ ├── deps.lock │ ├── deps.toml │ ├── deps │ ├── adapter │ │ ├── common.wit │ │ └── imports.wit │ ├── cli │ │ ├── command.wit │ │ ├── environment.wit │ │ ├── exit.wit │ │ ├── imports.wit │ │ ├── run.wit │ │ ├── stdio.wit │ │ └── terminal.wit │ ├── clocks │ │ ├── monotonic-clock.wit │ │ ├── timezone.wit │ │ ├── wall-clock.wit │ │ └── world.wit │ ├── core │ │ ├── common.wit │ │ ├── forward.wit │ │ ├── imports.wit │ │ ├── kvs.wit │ │ ├── message.wit │ │ ├── run.wit │ │ ├── runtime.wit │ │ └── tokenize.wit │ ├── filesystem │ │ ├── preopens.wit │ │ ├── types.wit │ │ └── world.wit │ ├── http │ │ ├── handler.wit │ │ ├── proxy.wit │ │ └── types.wit │ ├── image │ │ ├── image.wit │ │ └── imports.wit │ ├── io │ │ ├── error.wit │ │ ├── poll.wit │ │ ├── streams.wit │ │ └── world.wit │ ├── random │ │ ├── insecure-seed.wit │ │ ├── insecure.wit │ │ ├── random.wit │ │ └── world.wit │ ├── sockets │ │ ├── instance-network.wit │ │ ├── ip-name-lookup.wit │ │ ├── network.wit │ │ ├── tcp-create-socket.wit │ │ ├── tcp.wit │ │ ├── udp-create-socket.wit │ │ ├── udp.wit │ │ └── world.wit │ └── zo │ │ ├── evolve.wit │ │ └── imports.wit │ └── world.wit ├── pyrightconfig.json ├── pytest.ini ├── scripts ├── build_docker_images.sh ├── docker-entrypoint.sh ├── install_nvidia_container_toolkit.sh ├── push_docker_images.sh └── test_docker_images.sh ├── test-apps ├── .cargo │ └── config.toml ├── Cargo.toml ├── echo │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── greet-lib │ ├── Cargo.toml │ ├── src │ │ └── lib.rs │ └── wit │ │ └── world.wit ├── greet │ ├── Cargo.toml │ ├── src │ │ └── lib.rs │ └── wit │ │ ├── deps │ │ └── lib │ │ │ └── greet.wit │ │ └── world.wit ├── runtime-instrument-lib │ ├── Cargo.toml │ ├── src │ │ └── lib.rs │ └── wit │ │ ├── deps │ │ ├── core │ │ │ ├── common.wit │ │ │ ├── deps.lock │ │ │ ├── deps.toml │ │ │ ├── forward.wit │ │ │ ├── imports.wit │ │ │ ├── kvs.wit │ │ │ ├── message.wit │ │ │ ├── run.wit │ │ │ ├── runtime.wit │ │ │ └── tokenize.wit │ │ └── io │ │ │ ├── error.wit │ │ │ ├── poll.wit │ │ │ ├── streams.wit │ │ │ └── world.wit │ │ └── world.wit ├── runtime-shadow-lib │ ├── Cargo.toml │ ├── src │ │ └── lib.rs │ └── wit │ │ ├── deps │ │ ├── core │ │ │ ├── common.wit │ │ │ ├── deps.lock │ │ │ ├── deps.toml │ │ │ ├── forward.wit │ │ │ ├── imports.wit │ │ │ ├── kvs.wit │ │ │ ├── message.wit │ │ │ ├── run.wit │ │ │ ├── runtime.wit │ │ │ └── tokenize.wit │ │ └── io │ │ │ ├── error.wit │ │ │ ├── poll.wit │ │ │ ├── streams.wit │ │ │ └── world.wit │ │ └── world.wit └── version │ ├── Cargo.toml │ └── src │ └── lib.rs └── tests ├── __init__.py ├── engine ├── auth │ ├── all.sh │ ├── disable_auth.sh │ ├── key_algorithm.sh │ └── key_strength.sh ├── execute │ ├── abort.sh │ ├── all.sh │ ├── attach.sh │ ├── submit_attached.sh │ ├── submit_detached.sh │ └── utils.sh ├── link │ ├── all.sh │ ├── instrumentation.sh │ ├── shadow.sh │ └── standalone.sh └── utils.sh └── format ├── all.sh ├── backend-python-format.sh ├── backend-python-pylint.sh └── backend-python-pyright.sh /.dockerignore: -------------------------------------------------------------------------------- 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