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config.yaml: Group extension settings into one section

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Cohee
2025-01-17 20:18:27 +02:00
parent a53ebe7572
commit 4d18ddba6d
6 changed files with 67 additions and 25 deletions
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12
src/transformers.js
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@ -19,31 +19,31 @@ const tasks = {
'text-classification': {
defaultModel: 'Cohee/distilbert-base-uncased-go-emotions-onnx',
pipeline: null,
configField: 'extras.classificationModel',
configField: 'extensions.models.classification',
quantized: true,
},
'image-to-text': {
defaultModel: 'Xenova/vit-gpt2-image-captioning',
pipeline: null,
configField: 'extras.captioningModel',
configField: 'extensions.models.captioning',
quantized: true,
},
'feature-extraction': {
defaultModel: 'Xenova/all-mpnet-base-v2',
pipeline: null,
configField: 'extras.embeddingModel',
configField: 'extensions.models.embedding',
quantized: true,
},
'automatic-speech-recognition': {
defaultModel: 'Xenova/whisper-small',
pipeline: null,
configField: 'extras.speechToTextModel',
configField: 'extensions.models.speechToText',
quantized: true,
},
'text-to-speech': {
defaultModel: 'Xenova/speecht5_tts',
pipeline: null,
configField: 'extras.textToSpeechModel',
configField: 'extensions.models.textToSpeech',
quantized: false,
},
};
@ -132,7 +132,7 @@ export async function getPipeline(task, forceModel = '') {
const cacheDir = path.join(globalThis.DATA_ROOT, '_cache');
const model = forceModel || getModelForTask(task);
const localOnly = getConfigValue('extras.disableAutoDownload', false);
const localOnly = !getConfigValue('extensions.models.autoDownload', true);
console.log('Initializing transformers.js pipeline for task', task, 'with model', model);
const instance = await pipeline(task, model, { cache_dir: cacheDir, quantized: tasks[task].quantized ?? true, local_files_only: localOnly });
tasks[task].pipeline = instance;