Top Tweets for #TorchAO
日本語音声合成モデル「Irodori-TTS-v4-Large」の量子化版が公開。
声質複製、テキストによる声質指定、絵文字制御を維持しtorchaoで軽量化。
INT8/INT4/FP8形式を収録、最小約2.8GBに縮小。
#IrodoriTTS #torchao
URLはリプ⬇️
Big updates to #TorchAO low-bit operators for Arm CPU: dynamic kernel selection, KleidiAI integration, and quantized tied embeddings—boosting performance across #PyTorch, including #ExecuTorch for on-device inference.
🔗 https://t.co/ApwXwB6z7q
🥳Intel AutoRound v0.6 released, featuring blocking scale quantization and model export to mainstream formats including GGUF, AWQ, GPTQ etc.
https://t.co/jHJv3BLYNH. AutoRound has been well integrated with #huggingface #transformers @vllm_project #TorchAO for LLM quantization.
SmolLM3-3B-8da4w: With #TorchAO & optimum-executorch, quantizing and exporting for mobile is a breeze.
Now ready for on-device deployment with #ExecuTorch, running at 15 tokens/sec on Galaxy S22. 🔗 Model card with recipes + checkpoints: https://t.co/mb0Zy0keuf
#EdgeAI #PyTorch
Boost your model's performance with #QuantizationAwareTraining ⚡
Fine-tune Llama3-8B on C4 dataset with QAT using W4A8 quantization, reducing accuracy degradation by up to 96% compared to PTQ!
Try it now with just a few lines of code in #torchao: https://t.co/7pn2GcrJwN
Accelerating Neural Network Training with Semi-Structured (2:4) Sparsity 🎉
Achieve a 6% faster training time with virtually no accuracy loss on DINOv2 training. Try it now with just a few lines of code in #torchao!
https://t.co/EuuvJRc82L
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