Chips Hardware

37 resources · page 1 of 2

• Apple MLX

  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

  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

  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

  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

  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)

  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

  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

  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

  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

  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

  Creator not supplied; see original source.

  Tenstorrent: company building RISC-V based AI accelerators and computers.

  Not applicable (entity) · unknown · unknown resource · en

• ThunderKittens

  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)

  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)

  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

  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

  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

  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

  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

  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

  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

  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

  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)

  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

  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

  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

  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

  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

  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

  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

  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

  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

  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

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