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M* v0.2.1 Documentation
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Getting Started
Installation
Quickstart
User Guide
Serving
Metrics reference
Using a Server
Evaluation and Benchmarks
Reference
Architecture
Supported Models
Speech recognition: Whisper and Qwen3-ASR
API Reference
mstar.api_server
mstar.api_server.auth
mstar.api_server.media_io
mstar.api_server.openai
mstar.api_server.openai.protocol
mstar.api_server.openai.realtime_vad
mstar.api_server.openai.serving_chat
mstar.api_server.openai.serving_images
mstar.api_server.openai.serving_realtime
mstar.api_server.openai.serving_speech
mstar.api_server.openai.serving_videos
mstar.api_server.openai.speech_chunking
mstar.api_server.request_types
mstar.api_server.rust_frontend
mstar.api_server.streaming_response
mstar.communication
mstar.communication.arena
mstar.communication.codec
mstar.communication.communicator
mstar.communication.event
mstar.communication.rust_communicator
mstar.communication.tensor_store
mstar.communication.tensor_uuid
mstar.communication.tensors
mstar.communication.wire
mstar.conductor
mstar.conductor.mps
mstar.conductor.request_info
mstar.engine
mstar.engine.accelerator_graph_backend
mstar.engine.accelerator_graph_config
mstar.engine.accelerator_graph_runner
mstar.engine.fp32_precision
mstar.engine.node_dtype
mstar.engine.resources
mstar.engine.resources.admission
mstar.engine.resources.attn
mstar.engine.resources.base
mstar.engine.resources.dsa
mstar.engine.resources.kv
mstar.engine.resources.position
mstar.engine.resources.rms_norm
mstar.engine.resources.runner
mstar.engine.resources.sampler
mstar.engine.resources.spec
mstar.engine.resources.step
mstar.engine.windowing
mstar.graph
mstar.graph.base
mstar.graph.graph_io
mstar.graph.loop_indices
mstar.graph.special_destinations
mstar.model
mstar.model.audio_watermark
mstar.model.canary
mstar.model.canary_qwen
mstar.model.chatterbox
mstar.model.chatterbox.config
mstar.model.command_a_plus
mstar.model.command_a_plus.assets
mstar.model.command_a_plus.components
mstar.model.command_a_plus.config
mstar.model.command_a_plus.tests
mstar.model.cosmos3
mstar.model.cosmos3.components
mstar.model.cosmos3.config
mstar.model.cosmos3.constants
mstar.model.cosmos3.loader
mstar.model.cosmos3.sessions
mstar.model.cosmos3.submodules
mstar.model.cosmos3.tests
mstar.model.cosyvoice3
mstar.model.cosyvoice3.components
mstar.model.cosyvoice3.config
mstar.model.flux2_klein
mstar.model.flux2_klein.components
mstar.model.glm52
mstar.model.glm52.components
mstar.model.glm52.config
mstar.model.glm52.weight_loader
mstar.model.higgs_audio
mstar.model.higgs_audio.components
mstar.model.higgs_audio.config
mstar.model.kokoro
mstar.model.kokoro.config
mstar.model.kokoro.g2p
mstar.model.kokoro.voices
mstar.model.lingbot_world
mstar.model.lingbot_world.components
mstar.model.lingbot_world.config
mstar.model.ltx2_5
mstar.model.ltx2_5.components
mstar.model.media_limits
mstar.model.multimodal
mstar.model.nemotron_duplex
mstar.model.nemotron_duplex.components
mstar.model.nemotron_duplex.config
mstar.model.nemotron_duplex.realtime_api
mstar.model.omnilingual_asr
mstar.model.omnilingual_asr.audio
mstar.model.omnilingual_asr.components
mstar.model.omnilingual_asr.config
mstar.model.omnilingual_asr.tokenizer
mstar.model.omnilingual_asr.weight_loader
mstar.model.omnivoice
mstar.model.omnivoice.components
mstar.model.omnivoice.config
mstar.model.omnivoice.submodules
mstar.model.orpheus
mstar.model.orpheus.components
mstar.model.orpheus.config
mstar.model.parakeet
mstar.model.pi05
mstar.model.pi05.components
mstar.model.pi05.config
mstar.model.pi05.kernels
mstar.model.qwen3_5
mstar.model.qwen3_5.components
mstar.model.qwen3_5.config
mstar.model.qwen3_5.video
mstar.model.qwen3_asr
mstar.model.qwen3_asr.constants
mstar.model.qwen3_asr.repetition
mstar.model.submodule_base
mstar.model.utils
mstar.model.vjepa2
mstar.model.vjepa2.components
mstar.model.vjepa2.config
mstar.model.wan22
mstar.model.wan22.config
mstar.model.waypoint
mstar.model.waypoint.checkpoint
mstar.model.waypoint.components
mstar.model.waypoint.config
mstar.model.waypoint.ring_geometry
mstar.model.waypoint.submodules
mstar.model.whisper
mstar.model.whisper.components
mstar.model.whisper.config
mstar.model.z_image
mstar.model.z_image.components
mstar.observability
mstar.observability.catalog
mstar.observability.metrics
mstar.observability.recorders
mstar.streaming
mstar.streaming.chunk_policy
mstar.streaming.stream_buffer
mstar.streaming.topology
mstar.utils
mstar.utils.adarms_norm
mstar.utils.cache_home
mstar.utils.client_errors
mstar.utils.containers
mstar.utils.cpus
mstar.utils.device
mstar.utils.exitcode
mstar.utils.fast_tokenize
mstar.utils.fp8_block
mstar.utils.gc_freeze
mstar.utils.generation_kwargs
mstar.utils.h2d
mstar.utils.hf_snapshot
mstar.utils.host_copy
mstar.utils.ipc_format
mstar.utils.knobs
mstar.utils.logging_config
mstar.utils.orphan
mstar.utils.profiler
mstar.utils.socket_prefix
mstar.utils.streams
mstar.utils.utf8_stream
mstar.worker
mstar.worker.batch_builder
mstar.worker.rid_table
mstar.worker.spec_rows
mstar.worker.worker_metrics
Environment variables
Contributing
Adding a New Model
Repository
Show source
Open issue
.rst
.pdf
System Settings
Light
Dark
mstar.model.parakeet
mstar.model.parakeet
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Modules