brainy/brainy-models-package/tsconfig.json

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**feat(models): add scripts for model compression, bundling, and optimization** - Added new scripts under `brainy-models-package/scripts`: - **`compress-models.js`**: Implements model compression with float16 and int8 precision to create optimized variants of Universal Sentence Encoder models. - **`download-full-models.js`**: Downloads the complete Universal Sentence Encoder model for offline usage. - **`download-model.js`**: Downloads reference files for TensorFlow Hub-based Universal Sentence Encoder. - Introduced a demonstration script: - **`demo-optional-model-bundling.js`**: Highlights the solution of bundling models to eliminate network dependency, ensuring reliability and offline capability. - Key Features: - **Compression**: - Reduced model size with float16 (balanced precision and size) and int8 (low-memory environments) options. - Generated compression summaries for quick insights into model variants and saved space. - **Offline Reliability**: - Bundled versions eliminate first-load delays, network dependencies, and failures. - Ensures rapid initialization in offline and memory-constrained scenarios. - **Dynamic Optimization**: - Tailored optimization profiles for various use cases: general, low-memory, and high-performance. - **Demonstration and Documentation**: - Comprehensive demo showcasing benefits of bundled models over online loading. - Examples for usage, testing, and integration with Brainy. **Purpose**: Introduce essential scripts and tools to enable efficient, offline-ready model usage, streamlining the embedding workflow while ensuring reliability in production and resource-constrained environments.
2025-08-01 15:35:08 -07:00
{
"compilerOptions": {
"target": "ES2022",
"module": "ESNext",
"moduleResolution": "node",
"lib": ["ES2022"],
"outDir": "./dist",
"rootDir": "./src",
"strict": true,
"esModuleInterop": true,
"skipLibCheck": true,
"forceConsistentCasingInFileNames": true,
"declaration": true,
"declarationMap": true,
"sourceMap": true,
"removeComments": false,
"allowSyntheticDefaultImports": true,
"resolveJsonModule": true
},
"include": [
"src/**/*"
],
"exclude": [
"node_modules",
"dist",
"test",
"scripts"
]
}