--- id: "/tags/chips-hardware/" title: "Chips Hardware" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/chips-hardware/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Chips Hardware [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 37 resources · page 1 of 2 - ### [Apple MLX](/model-training/training-infrastructure/apple-mlx/index.md) Creator not supplied; see original source. Apple MLX GitHub repo: array framework for machine learning on Apple silicon. Not applicable (entity) · unknown · unknown resource · en - ### [DeepGEMM](/model-training/training-infrastructure/deepgemm/index.md) Creator not supplied; see original source. DeepSeek DeepGEMM GitHub repo: GPU matrix multiplication kernel library including FP8 GEMMs. Not applicable (entity) · unknown · unknown resource · en - ### [Etched](/model-training/training-infrastructure/etched/index.md) Creator not supplied; see original source. Etched: company building transformer-specific AI inference chips, racks and software. Not applicable (entity) · unknown · unknown resource · en - ### [Huawei Ascend](/model-training/training-infrastructure/huawei-ascend/index.md) Creator not supplied; see original source. Huawei Ascend community site: Ascend AI processors, CANN software stack, frameworks and developer tools. Not applicable (entity) · unknown · unknown resource · zh - ### [KTransformers](/model-training/training-infrastructure/ktransformers/index.md) Creator not supplied; see original source. KTransformers GitHub repo: framework for heterogeneous CPU-GPU inference of large LLMs. Not applicable (entity) · unknown · unknown resource · en - ### [Kunlunxin (昆仑芯)](/model-training/training-infrastructure/kunlunxin/index.md) Creator not supplied; see original source. Kunlunxin site: Baidu-affiliated maker of AI accelerator chips (in Chinese). Not applicable (entity) · unknown · unknown resource · zh - ### [Liger Kernel](/model-training/training-infrastructure/liger-kernel/index.md) Creator not supplied; see original source. LinkedIn Liger Kernel GitHub repo: Triton kernels for LLM training. Not applicable (entity) · unknown · unknown resource · en - ### [llm.c](/model-training/training-infrastructure/llm-c/index.md) Creator not supplied; see original source. llm.c GitHub repo (Andrej Karpathy): LLM training in plain C and CUDA. Not applicable (entity) · unknown · unknown resource · en - ### [NVIDIA VerilogEval](/model-training/training-infrastructure/nvidia-verilogeval/index.md) Creator not supplied; see original source. NVIDIA VerilogEval GitHub repo: benchmark for evaluating LLMs on generating Verilog hardware-description code. Not applicable (entity) · unknown · unknown resource · en - ### [OpenROAD](/model-training/training-infrastructure/openroad/index.md) Creator not supplied; see original source. OpenROAD GitHub repo: open RTL-to-GDS chip design flow, also used in ML-for-EDA research. Not applicable (entity) · unknown · unknown resource · en - ### [Tenstorrent](/model-training/training-infrastructure/tenstorrent/index.md) Creator not supplied; see original source. Tenstorrent: company building RISC-V based AI accelerators and computers. Not applicable (entity) · unknown · unknown resource · en - ### [ThunderKittens](/model-training/training-infrastructure/thunderkittens/index.md) Creator not supplied; see original source. HazyResearch ThunderKittens GitHub repo: tile primitives framework for writing fast GPU kernels. Not applicable (entity) · unknown · unknown resource · en - ### [GPU Puzzles (Sasha Rush)](/model-training/training-infrastructure/gpu-puzzles-sasha-rush/index.md) Creator not supplied; see original source. Sasha Rush's GPU Puzzles GitHub repo: interactive notebook exercises for learning CUDA programming. Beginner–Intermediate · unknown · unknown resource · en - ### [GPU Glossary (Modal)](/model-training/training-infrastructure/modal-gpu-glossary/index.md) Creator not supplied; see original source. Modal GPU Glossary: reference explaining GPU hardware and software terms from CUDA cores to memory hierarchy. Beginner–Expert · unknown · unknown resource · en - ### [AMD ROCm](/model-training/training-infrastructure/amd-rocm/index.md) Creator not supplied; see original source. AMD ROCm developer hub with documentation, training and tools for GPU-accelerated computing on AMD hardware. Intermediate–Advanced · unknown · unknown resource · en - ### [Cerebras blog](/model-training/training-infrastructure/cerebras-blog/index.md) Creator not supplied; see original source. Cerebras blog on wafer-scale chips, fast inference, model performance and developer tooling. Intermediate · unknown · unknown resource · en - ### [Fireworks blog](/model-training/training-infrastructure/fireworks-blog/index.md) Creator not supplied; see original source. Fireworks AI blog on inference performance, fine-tuning and model releases on its serving platform. Intermediate · unknown · unknown resource · en - ### [Google TPU docs](/model-training/training-infrastructure/google-tpu-docs/index.md) Creator not supplied; see original source. Google Cloud TPU documentation for running machine-learning training and inference on Tensor Processing Units. Intermediate–Advanced · unknown · unknown resource · en - ### [GPU MODE](/model-training/training-infrastructure/gpu-mode/index.md) Creator not supplied; see original source. GPU MODE site: community for learning GPU programming through lectures, hackathons, kernel competitions and working groups. Intermediate–Advanced · unknown · unknown resource · en - ### [GPU MODE lectures](/model-training/training-infrastructure/gpu-mode-lectures/index.md) Creator not supplied; see original source. GPU MODE lectures GitHub repo: slides and code from community lectures on GPU programming and CUDA kernels. Intermediate–Advanced · unknown · unknown resource · en - ### [GPU MODE resource stream](/model-training/training-infrastructure/gpu-mode-resource-stream/index.md) Creator not supplied; see original source. GPU MODE resource-stream GitHub repo: curated links to CUDA and GPU programming books, papers, posts and videos. Intermediate · unknown · unknown resource · en - ### [Groq blog](/model-training/training-infrastructure/groq-blog/index.md) Creator not supplied; see original source. Groq blog with posts on its LPU inference hardware, cloud API and supported models. Intermediate · unknown · unknown resource · en - ### [Making Deep Learning Go Brrrr From First Principles (Horace He)](/model-training/training-infrastructure/horace-he-making-dl-go-brrrr/index.md) Creator not supplied; see original source. Horace He's Making Deep Learning Go Brrrr: first-principles guide to whether models are compute-, memory- or overhead-bound. Intermediate · unknown · unknown resource · en - ### [LM Studio blog](/model-training/training-infrastructure/lm-studio-blog/index.md) Creator not supplied; see original source. LM Studio blog with release notes and technical posts on running LLMs locally. Intermediate · unknown · unknown resource · en - ### [Modal blog](/model-training/training-infrastructure/modal-blog/index.md) Creator not supplied; see original source. Modal blog on serverless GPU computing, infrastructure engineering and running AI workloads. Intermediate · unknown · unknown resource · en - ### [Ollama blog](/model-training/training-infrastructure/ollama-blog/index.md) Creator not supplied; see original source. Ollama blog with release notes, supported model announcements and guides for running models locally. Intermediate · unknown · unknown resource · und - ### [SGLang documentation](/model-training/training-infrastructure/sglang/index.md) Creator not supplied; see original source. SGLang documentation: serving framework for large language and multimodal models. Intermediate–Advanced · unknown · unknown resource · en - ### [Together AI blog](/model-training/training-infrastructure/together-ai-blog/index.md) Creator not supplied; see original source. Together AI blog with product launches, research and technical guides on inference, fine-tuning and GPU clusters. Intermediate · unknown · unknown resource · en - ### [Triton Puzzles](/model-training/training-infrastructure/triton-puzzles/index.md) Creator not supplied; see original source. Triton Puzzles GitHub repo: interactive exercises for learning to write GPU kernels in Triton. Intermediate · unknown · unknown resource · en - ### [Triton tutorials](/model-training/training-infrastructure/triton-tutorials/index.md) Creator not supplied; see original source. Triton tutorials: ordered examples from vector addition to fused softmax, matmul and fused attention GPU kernels. Intermediate–Advanced · unknown · unknown resource · en - ### [Unsloth blog](/model-training/training-infrastructure/unsloth-blog/index.md) Creator not supplied; see original source. Unsloth blog with guides and release notes for fast, memory-efficient LLM fine-tuning. Intermediate · unknown · unknown resource · en - ### [A graph placement methodology for fast chip design](/model-training/training-infrastructure/alphachip-mirhoseini-et-al-nature-2021/index.md) Creator not supplied; see original source. Nature paper (2021) by Mirhoseini et al. introducing the reinforcement learning chip floorplanning method later named AlphaChip. Advanced · unknown · unknown resource · en [Next page](/tags/chips-hardware/page/2/index.md) [Plain-text Markdown copy](/tags/chips-hardware/index.md)