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Saurav Panda

sauravpanda
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AI & ML interests

Small models and edge runtime!

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replied to Xenova's post 3 days ago
Introducing Kokoro.js, a new JavaScript library for running Kokoro TTS, an 82 million parameter text-to-speech model, 100% locally in the browser w/ WASM. Powered by šŸ¤— Transformers.js. WebGPU support coming soon! šŸ‘‰ npm i kokoro-js šŸ‘ˆ Try it out yourself: https://huggingface.co/spaces/webml-community/kokoro-web Link to models/samples: https://huggingface.co/onnx-community/Kokoro-82M-ONNX You can get started in just a few lines of code! ```js import { KokoroTTS } from "kokoro-js"; const tts = await KokoroTTS.from_pretrained( "onnx-community/Kokoro-82M-ONNX", { dtype: "q8" }, // fp32, fp16, q8, q4, q4f16 ); const text = "Life is like a box of chocolates. You never know what you're gonna get."; const audio = await tts.generate(text, { voice: "af_sky" }, // See `tts.list_voices()` ); audio.save("audio.wav"); ``` Huge kudos to the Kokoro TTS community, especially taylorchu for the ONNX exports and Hexgrad for the amazing project! None of this would be possible without you all! šŸ¤— The model is also extremely resilient to quantization. The smallest variant is only 86 MB in size (down from the original 326 MB), with no noticeable difference in audio quality! šŸ¤Æ
replied to Xenova's post 3 days ago
Introducing Kokoro.js, a new JavaScript library for running Kokoro TTS, an 82 million parameter text-to-speech model, 100% locally in the browser w/ WASM. Powered by šŸ¤— Transformers.js. WebGPU support coming soon! šŸ‘‰ npm i kokoro-js šŸ‘ˆ Try it out yourself: https://huggingface.co/spaces/webml-community/kokoro-web Link to models/samples: https://huggingface.co/onnx-community/Kokoro-82M-ONNX You can get started in just a few lines of code! ```js import { KokoroTTS } from "kokoro-js"; const tts = await KokoroTTS.from_pretrained( "onnx-community/Kokoro-82M-ONNX", { dtype: "q8" }, // fp32, fp16, q8, q4, q4f16 ); const text = "Life is like a box of chocolates. You never know what you're gonna get."; const audio = await tts.generate(text, { voice: "af_sky" }, // See `tts.list_voices()` ); audio.save("audio.wav"); ``` Huge kudos to the Kokoro TTS community, especially taylorchu for the ONNX exports and Hexgrad for the amazing project! None of this would be possible without you all! šŸ¤— The model is also extremely resilient to quantization. The smallest variant is only 86 MB in size (down from the original 326 MB), with no noticeable difference in audio quality! šŸ¤Æ
liked a model 4 days ago
hpcai-tech/OpenSora-STDiT-v3
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