Automatic Speech Recognition
MLX
ONNX
GGUF
Rust
English
Chinese
audio8
streaming-asr
quantized
experimental
Instructions to use Reza2kn/Audio8-ASR-Infinite-Compressed with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Reza2kn/Audio8-ASR-Infinite-Compressed with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir Audio8-ASR-Infinite-Compressed Reza2kn/Audio8-ASR-Infinite-Compressed
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
| { | |
| "caption": { | |
| "format": "audio8-silero-caption-profile-v1", | |
| "license_sha256": "2e63e9a38b6e8fc0c7bc37ce174caca1862870856c6daf5697cfb785e925520b", | |
| "mlx_dependencies": { | |
| "mlx": "0.32.2", | |
| "mlx-metal": "0.32.2", | |
| "numpy": "2.5.3", | |
| "onnxruntime": "1.30.0" | |
| }, | |
| "policy": { | |
| "hop_samples": 512, | |
| "preroll_samples": 6400, | |
| "sample_rate": 16000, | |
| "silence_samples": 32000, | |
| "speech_threshold": 0.5 | |
| }, | |
| "policy_sha256": "447c4ba4df84285af346d12a133dac307a6d53f0f71c465f1dd5850416d0df4b", | |
| "requirements_sha256": "d5a5d709779bc64a60b06fb9f4cf18bd8e492ee4934f6b730a8bfd076f26ad68", | |
| "silero_model_sha256": "1a153a22f4509e292a94e67d6f9b85e8deb25b4988682b7e174c65279d8788e3", | |
| "source_sha256": "8b6d69400d95de97fc68b918eca6ac18a7cd30f7f38534d55c3e811c2363a19c" | |
| }, | |
| "format": "audio8-mixed-q3-execution-v1", | |
| "mlx": { | |
| "bindings": { | |
| "bundle_manifest": "f132d8c4dd0af2eaf49cef779635e83678e3169f002015e9a0a35c9f6f685656", | |
| "bundle_weights": "e38b5a14c8636e1d9a586cd725538d17164554c8ef52f60f7fd293791acaa6c4", | |
| "runtime_sources": { | |
| "silero_input.py": "8d36f9cfc8aa92ce34afd1702113cec17f688a5bb0e0cd5ca73f387821cc620d", | |
| "frontend.py": "fcfa93161c7c431fe5918fb559c52faa587c9eb0e790fae4057caed278f7f383", | |
| "__init__.py": "687ad18a08c3dd374e55113a43b33ac1b27e208b01ce99a827187af4244ccd47", | |
| "native_model_format.py": "600b957bb9f6ed38b1078d2d2d870d201b120774415d4b5d8f4121784f4be258", | |
| "stream.py": "60bc5d7b5c6946ad63df284feb8d04bc99163bf15eab2f75d23f5a4ca7a97a55", | |
| "gptq_q4_provenance.py": "461163cd7c68fcf5c4ff0061be1d895636f91ff31cfb12ba6c89f218aec0c418", | |
| "model.py": "d9cd49025be5263a24ad86bdc29b817aaac348bd2a85059aa4f05cfe8b409b83", | |
| "cli.py": "c8d7029a9e77436ba50739499b2132ce02d45e16c148640f3d3824bf61883158", | |
| "native_weights.py": "4e518da4e765a90a3e419ad0c9827651f2a5829c55052bcef9ec855cf2ea2ffd", | |
| "math.py": "839517e331f76bb3b000998e8368761c18575e67c07cc6be49cdd5029e634851", | |
| "weights.py": "4c34bb6e77e41cdaa268498d80a65dc595a8c46e273d2414e2f122e3f0a04c1d", | |
| "silero_stream.py": "1406e2e8972c638dedfd0dcf9b8e72d06296aed503f1bef28d86a1b9d8aa595e", | |
| "__main__.py": "cf7390a2508a0fcad4777a4a629fc5212ab655cb45845975995f835676a834e3" | |
| } | |
| }, | |
| "caption": { | |
| "format": "audio8-silero-caption-profile-v1", | |
| "license_sha256": "2e63e9a38b6e8fc0c7bc37ce174caca1862870856c6daf5697cfb785e925520b", | |
| "mlx_dependencies": { | |
| "mlx": "0.32.2", | |
| "mlx-metal": "0.32.2", | |
| "numpy": "2.5.3", | |
| "onnxruntime": "1.30.0" | |
| }, | |
| "policy": { | |
| "hop_samples": 512, | |
| "preroll_samples": 6400, | |
| "sample_rate": 16000, | |
| "silence_samples": 32000, | |
| "speech_threshold": 0.5 | |
| }, | |
| "policy_sha256": "447c4ba4df84285af346d12a133dac307a6d53f0f71c465f1dd5850416d0df4b", | |
| "requirements_sha256": "d5a5d709779bc64a60b06fb9f4cf18bd8e492ee4934f6b730a8bfd076f26ad68", | |
| "silero_model_sha256": "1a153a22f4509e292a94e67d6f9b85e8deb25b4988682b7e174c65279d8788e3", | |
| "source_sha256": "8b6d69400d95de97fc68b918eca6ac18a7cd30f7f38534d55c3e811c2363a19c" | |
| }, | |
| "path": "run-mlx.sh", | |
| "profile": { | |
| "batch_windows": 2, | |
| "cache_dtype": "bfloat16", | |
| "delay_ms": 240, | |
| "dtype": "float16", | |
| "first_batch_windows": 1, | |
| "fuse_projections": true, | |
| "gear": 4, | |
| "math_mode": "compiled", | |
| "memory_limit_gib": 4.0, | |
| "startup": "realtime18", | |
| "warmup_projections": true | |
| }, | |
| "qualification": "evaluation/mlx-batch2-reserved-11/qualification.json", | |
| "qualification_sha256": "cf2d73c477bf49cb5ff9c3b20a1992e49fb2db57f22daffca5616bd5afddd8c5", | |
| "runtime_regression": "evaluation/mlx-memory-regression-11/verification.json", | |
| "runtime_regression_sha256": "09dcfba1bace7545f360c8cb810bd23e429810a8d20a8bd28222c01a0dc7b02f" | |
| }, | |
| "native": { | |
| "linux-x86_64": { | |
| "binary": "bin/linux-x86_64/audio8-stream", | |
| "bindings": { | |
| "binary": "d7d112e497a954b01c19fdb9d5a700116112d6b992a03b18a7f6dd85efbc75ca", | |
| "model": "e38b5a14c8636e1d9a586cd725538d17164554c8ef52f60f7fd293791acaa6c4", | |
| "source_archive": "01ad8a30f4b21150fbcbfbe3e6815473750477a4f675a899fd144985a6a781e9", | |
| "source_manifest": "f8e817f4d3b9575b6223f9e30d382ee0a0e2a7ec4ab019c46dbcceb8fae2ad99" | |
| }, | |
| "caption": { | |
| "format": "audio8-silero-caption-profile-v1", | |
| "license_sha256": "2e63e9a38b6e8fc0c7bc37ce174caca1862870856c6daf5697cfb785e925520b", | |
| "mlx_dependencies": { | |
| "mlx": "0.32.2", | |
| "mlx-metal": "0.32.2", | |
| "numpy": "2.5.3", | |
| "onnxruntime": "1.30.0" | |
| }, | |
| "policy": { | |
| "hop_samples": 512, | |
| "preroll_samples": 6400, | |
| "sample_rate": 16000, | |
| "silence_samples": 32000, | |
| "speech_threshold": 0.5 | |
| }, | |
| "policy_sha256": "447c4ba4df84285af346d12a133dac307a6d53f0f71c465f1dd5850416d0df4b", | |
| "requirements_sha256": "d5a5d709779bc64a60b06fb9f4cf18bd8e492ee4934f6b730a8bfd076f26ad68", | |
| "silero_model_sha256": "1a153a22f4509e292a94e67d6f9b85e8deb25b4988682b7e174c65279d8788e3", | |
| "source_sha256": "8b6d69400d95de97fc68b918eca6ac18a7cd30f7f38534d55c3e811c2363a19c" | |
| }, | |
| "path": "run-cpu-linux-x86_64.sh", | |
| "profile": { | |
| "activation": "bf16", | |
| "batch_windows": 1, | |
| "cache_dtype": "bfloat16", | |
| "cpu_affinity": { | |
| "policy": "linux-physical-cores-v1", | |
| "workers": 8 | |
| }, | |
| "delay_ms": 240, | |
| "encoder_tiled_attention": true, | |
| "first_batch_windows": 1, | |
| "gear": 4, | |
| "nice": null, | |
| "pool_driver": true, | |
| "prefix_mode": "optional", | |
| "row_tasks": 4, | |
| "startup": "realtime", | |
| "worker_qos": "default", | |
| "workers": 8 | |
| } | |
| } | |
| }, | |
| "primary_native_platform": "linux-x86_64", | |
| "production_ready": false, | |
| "status": "experimental", | |
| "qualification": "evaluation/reserved-11/qualification.json", | |
| "qualification_sha256": "0c96a730cf50cce413033ff196959264134c63469d95fd1d81c137f66d3a8897", | |
| "gpu": { | |
| "cuda": { | |
| "binary": "fddd6ef5150c84060a6a6770da7ac7d60f7eef51f5f2e3d944831b625bb8e2fb", | |
| "bridge": "07bf390862f5038339de1ff08398a62c61a9a44b0c47420ee35effb1d89025a2", | |
| "model": "f447bfe0d62200be97e0ce36e0883eb4499a42baded0840b15e9a1b68be17f83", | |
| "batch": 1, | |
| "dtype": "float16", | |
| "cache_dtype": "bfloat16", | |
| "activation_quantization": false, | |
| "silero_vad": true | |
| }, | |
| "vulkan": { | |
| "binary": "fddd6ef5150c84060a6a6770da7ac7d60f7eef51f5f2e3d944831b625bb8e2fb", | |
| "bridge": "8b8e5df83a2a6a19db162b36f14535e37b5a32b3f46e620d2987aaf322895200", | |
| "model": "f447bfe0d62200be97e0ce36e0883eb4499a42baded0840b15e9a1b68be17f83", | |
| "batch": 1, | |
| "dtype": "float16", | |
| "cache_dtype": "bfloat16", | |
| "activation_quantization": false, | |
| "silero_vad": true | |
| } | |
| } | |
| } | |