--- title: "#rocm articles | Hashnode" description: "Explore 11 articles tagged #rocm on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/rocm" --- Tag # #rocm 11 posts · 0 followers [Gayatri Panse](https://hashnode.com/@gradientnotes) · [Oct 31](https://hashnode.com/posts/epoch-2-it-serves-does-it-train/6ae5a81fd7f0b3f843c8bae8) ### [Epoch 2: It Serves. Does It Train?](https://gradientdecent.hashnode.dev/epoch-2-it-serves-does-it-train?utm_source=hashnode&utm_medium=feed) Fine-tuning Gemma 4 with Unsloth on two AMD Radeon RX 7900 XTX cards, and how much of the pain was actually AMD's Slug 34 min read · [gradientdecent.hashnode.dev](https://gradientdecent.hashnode.dev/epoch-2-it-serves-does-it-train?utm_source=hashnode&utm_medium=feed) [Sanskriti Harmukh](https://hashnode.com/@sharmukh) · [Oct 14](https://hashnode.com/posts/installing-docker-with-rocm-gpu-support-on-ubuntu-24-04/6acfe7ea6dd3444412252e8e) ### [Installing Docker with ROCm GPU Support on Ubuntu 24.04](https://vultr.hashnode.dev/installing-docker-with-rocm-gpu-support-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) Install Docker from its official repository on Ubuntu 24.04 and access AMD ROCm GPU devices from inside a container. 3 min read · [vultr.hashnode.dev](https://vultr.hashnode.dev/installing-docker-with-rocm-gpu-support-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) [Vedant Jadhav](https://hashnode.com/@vedantjadhav) · [Oct 3](https://hashnode.com/posts/amd-llm-lab/6ac15c1df8437aace82ad975) ### [What 57 LLM Benchmark Runs on an AMD Instinct MI300X Taught Me About VRAM, Throughput, and Quantization](https://vedantjadhav.hashnode.dev/amd-llm-lab?utm_source=hashnode&utm_medium=feed) I built AMD LLM Lab to understand LLM inference performance before running the model. 7 min read · [vedantjadhav.hashnode.dev](https://vedantjadhav.hashnode.dev/amd-llm-lab?utm_source=hashnode&utm_medium=feed) [3](https://hashnode.com/posts/amd-llm-lab/6ac15c1df8437aace82ad975) [Sanskriti Harmukh](https://hashnode.com/@sharmukh) · [Sep 16](https://hashnode.com/posts/installing-tensorflow-with-rocm-acceleration-on-ubuntu-24-04/6aaac9429166c7653a161654) ### [Installing TensorFlow with ROCm Acceleration on Ubuntu 24.04](https://vultr.hashnode.dev/installing-tensorflow-with-rocm-acceleration-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) Run a ROCm-accelerated TensorFlow container and install TensorFlow via pip on Ubuntu 24.04 with an AMD GPU. 3 min read · [vultr.hashnode.dev](https://vultr.hashnode.dev/installing-tensorflow-with-rocm-acceleration-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) [Sanskriti Harmukh](https://hashnode.com/@sharmukh) · [Sep 16](https://hashnode.com/posts/installing-pytorch-with-rocm-acceleration-on-ubuntu-24-04/6aaac7d6510709b4659cbe4a) ### [Installing PyTorch with ROCm Acceleration on Ubuntu 24.04](https://vultr.hashnode.dev/installing-pytorch-with-rocm-acceleration-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) Install PyTorch with a ROCm-accelerated Docker container or Pip on Ubuntu 24.04 to run deep learning workloads on AMD GPUs. 3 min read · [vultr.hashnode.dev](https://vultr.hashnode.dev/installing-pytorch-with-rocm-acceleration-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) [Sanskriti Harmukh](https://hashnode.com/@sharmukh) · [Sep 16](https://hashnode.com/posts/installing-jax-with-rocm-acceleration-on-ubuntu-24-04/6aaac6ca91589f302b197356) ### [Installing JAX with ROCm Acceleration on Ubuntu 24.04](https://vultr.hashnode.dev/installing-jax-with-rocm-acceleration-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) Install JAX with a ROCm-accelerated Docker container or Pip on Ubuntu 24.04 to run machine learning workloads on AMD GPUs. 3 min read · [vultr.hashnode.dev](https://vultr.hashnode.dev/installing-jax-with-rocm-acceleration-on-ubuntu-24-04?utm_source=hashnode&utm_medium=feed) [Manu Shukla](https://hashnode.com/@mr-manushukla) · [Jul 28](https://hashnode.com/posts/rocm-vs-cuda-in-2026-can-enterprises-actually-escape-cuda-lock-in/6a6919ffb8169f70c1445a07) ### [ROCm vs CUDA in 2026: can enterprises actually escape CUDA lock-in?](https://ecorpit.hashnode.dev/rocm-vs-cuda-in-2026-can-enterprises-actually-escape-cuda-lock-in?utm_source=hashnode&utm_medium=feed) ROCm vs CUDA in 2026: can enterprises actually escape CUDA lock-in? Summary. CUDA has been NVIDIA's real moat for 18 years, and 2026 is the first year that moat has visible cracks. AMD's ROCm 7, relea 14 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/rocm-vs-cuda-in-2026-can-enterprises-actually-escape-cuda-lock-in?utm_source=hashnode&utm_medium=feed) [Brian King](https://hashnode.com/@SoloDevNZ) · [Jul 9](https://hashnode.com/posts/installing-rocm-llama-cpp-for-cpus-apus/6a4ff91051507adef83436fc) ### [Installing ROCm & Llama.cpp for CPUs & APUs.](https://solodev.app/installing-rocm-llama-cpp-for-cpus-apus?utm_source=hashnode&utm_medium=feed) Or: Adding a Device Driver for AMD GPUs & iGPUs. 9 min read · [solodev.app](https://solodev.app/installing-rocm-llama-cpp-for-cpus-apus?utm_source=hashnode&utm_medium=feed) [Brian King](https://hashnode.com/@SoloDevNZ) · [Jul 9](https://hashnode.com/posts/installing-vllm-onto-evo-x2/6a4ffa046d09cc7944c28486) ### [Installing vLLM onto EVO-X2.](https://solodev.app/installing-vllm-onto-evo-x2?utm_source=hashnode&utm_medium=feed) Or: Adding Tool Support for Local LLMs. 12 min read · [solodev.app](https://solodev.app/installing-vllm-onto-evo-x2?utm_source=hashnode&utm_medium=feed) [Mark Kim](https://hashnode.com/@m-kim) · [Sep 23, 2023](https://hashnode.com/posts/stable-diffusion-amd-and-nodai/650f36151a6dd42a8c013b03) ### [Stable Diffusion, AMD, and nod.ai](https://m-kim.hashnode.dev/stable-diffusion-amd-and-nodai?utm_source=hashnode&utm_medium=feed) Background Previously, I failed to get anything running using AMD and ROCm for stable diffusion. One suggestion online was using nod.ai SHARK, which uses IREE to run ML through Vulkan. SHARK supports Radeon out of the box, so I decided to give it a t... 1 min read · [m-kim.hashnode.dev](https://m-kim.hashnode.dev/stable-diffusion-amd-and-nodai?utm_source=hashnode&utm_medium=feed)