Fabio
c36510c21e
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133 lines
2.7 KiB
JSON
133 lines
2.7 KiB
JSON
{
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"schema_version": 1,
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"family": "ast_audioset",
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"display_name": "AST AudioSet",
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"description": "MIT Audio Spectrogram Transformer for multi-label classification across 527 AudioSet sound classes.",
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"category": "speech_analysis",
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"status": "supported",
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"tasks": [
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"classify"
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],
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"modes": [
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"offline"
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],
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"languages": [
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"language_agnostic"
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],
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"capabilities": {
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"classify": [
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"scores"
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]
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},
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"dependencies": [],
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"options": {
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"request": [
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{
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"name": "top_k",
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"type": "int",
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"description": "Number of highest-scoring AudioSet classes to return.",
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"required": false,
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"min": 1,
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"max": 527,
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"default": 10
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}
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],
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"session": [
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{
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"name": "attention",
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"type": "enum",
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"description": "Attention lowering; auto selects a supported fast path.",
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"values": [
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"auto",
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"flash",
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"eager"
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],
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"required": false,
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"default": "auto"
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},
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{
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"name": "weight_type",
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"type": "enum",
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"description": "Weight storage override; native preserves the packaged tensor types.",
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"required": false,
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"default": "native",
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"values": [
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"native",
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"f32",
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"f16",
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"bf16",
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"q8_0",
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"q4_0",
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"q4_k"
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]
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}
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],
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"load": []
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},
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"package_defaults": {
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"download": {
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"kind": "huggingface_snapshot",
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"repo": "audio-cpp/audio.cpp-gguf",
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"revision": "main",
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"gated": false
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}
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},
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"runtime": {
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"tags": [
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"gguf"
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]
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},
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"ui": {
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"recommended_package": "ast_audioset_f32",
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"tags": [
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"Classify",
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"GGUF"
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],
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"docs": [
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"docs/models/ast_audioset.md"
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]
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},
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"packages": [
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{
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"id": "ast_audioset_f32",
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"display_name": "AST AudioSet F32 GGUF",
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"format": "gguf",
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"precision": "f32",
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"default": true,
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"target_directory": "AST-AudioSet-GGUF",
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"files": [
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"AST-AudioSet-GGUF/ast-audioset-f32.gguf"
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],
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"strip_prefix": "AST-AudioSet-GGUF"
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}
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],
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"sources": [
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{
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"format": "gguf",
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"roots": {
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"model": ".",
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"weights": "$gguf"
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},
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"files": {
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"config": "model:config.json",
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"processor": "model:preprocessor_config.json"
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},
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"tensors": {
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"weights": "weights:"
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}
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},
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{
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"format": "safetensors",
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"roots": {
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"model": "."
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},
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"files": {
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"config": "model:config.json",
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"processor": "model:preprocessor_config.json"
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},
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"tensors": {
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"weights": "model:model.safetensors"
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}
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}
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]
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}
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