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…Users can access popular applications for image generation and local LLMs, as well as new support for PyTorch on Windows, making it easier than ever to explore AI development directly on their…
…Training benchmarks. The results are organized by the following: AI Inference : vLLM, xDiT AI Training : pyTorch, Megatron-LM, and JAX MaxText The hardware platforms include Instinct MI355X/MI325X/MI300X GPUs , with benchmark…
…With Intel® Extension for PyTorch, Intel uses acceleration libraries such as oneDNN and oneCCL in the form of intel-extension-for-pytorch as a plug-in to improve PyTorch performance on servers…
…import, patch, (optional) validate, train as usual. # lightning_client.py import pytorch_lightning as pl from pytorch_lightning import Trainer import nvflare.client.lightning as flare # Lightning Client API from model import…
Running PyTorch Models on Apple Silicon GPUs with the ExecuTorch MLX Delegate
Running PyTorch Models on Apple Silicon GPUs with the ExecuTorch MLX Delegate
Show HN: We built an LLM inference engine in pure Python – no PyTorch, no Triton
Hi HN,I'm Danilo. I've been struggling with the limitations of AdamW when fine-tuning LLMs locally. Second-order optimizers (like Shampoo or SOAP) offer significantly better step-convergence by exploiting Kronecker-facto…
I ported Microsoft's TRELLIS.2 (4B parameter image-to-3D model) to run on Apple Silicon via PyTorch MPS. The original requires CUDA with flash_attn, nvdiffrast, and custom sparse convolution kernels: none of which work …
Ecosystem Developer Resources By "We at HippoScreen* have been able to take advantage of the software optimizations in Intel® Extension for Scikit-learn* and Intel® Extension for PyTorch* to accelerate the build…
…PyTorch, the PyTorch logo and any related marks are trademarks of The Linux Foundation.
…Tools AMD is committed to open-source innovation, contributing to projects like the Linux Kernel, PyTorch, Hugging Face, and TensorFlow. To support developers, AMD also offers open-source tools to help analyze…
…Modernized Stack : Full support for TensorFlow 2.20 , PyTorch 2.10.0 , and Python 3.13. ZenDNN Backend for Llama.cpp : Engineered during the 5.2 development cycle, this integration allows Llama…
…Run a local coding assistant on-device LM Studio - Serve and interact with local LLMs PyTorch + ROCm™ software - Run and accelerate LLM workloads, including tasks like summarization More playbooks will continue to…
AMD Ryzen™ AI Software Tools and runtime libraries for optimizing and deploying AI inference on AI PCs Overview Ryzen™ AI software enables developers to efficiently port their pre-trained PyTorch or TensorFlow…
