--- id: "/infrastructure-chips-efficiency/intermediate/page/3/" title: "Infrastructure, chips & efficiency for intermediate learners · page 3" url: "https://skillissue.dev/infrastructure-chips-efficiency/intermediate/page/3/" --- # Infrastructure, chips & efficiency for intermediate learners [Beginner](/infrastructure-chips-efficiency/beginner/index.md) [Intermediate](/infrastructure-chips-efficiency/intermediate/index.md) [Advanced](/infrastructure-chips-efficiency/advanced/index.md) [Expert](/infrastructure-chips-efficiency/expert/index.md) 77 resources · page 3 of 3 - ### [vLLM documentation](/model-training/training-infrastructure/inference-serving-quantization/index.md) by [vLLM project](https://vllm.ai/) vLLM documentation: open-source engine for high-throughput LLM inference and serving. Intermediate–Advanced learning_resource docs US en - ### [LM Studio blog](/model-training/training-infrastructure/lm-studio-blog/index.md) by [LM Studio](https://lmstudio.ai/) LM Studio blog with release notes and technical posts on running LLMs locally. Intermediate learning_resource blog US en - ### [Modal blog](/model-training/training-infrastructure/modal-blog/index.md) by [Modal](https://modal.com/) Modal blog on serverless GPU computing, infrastructure engineering and running AI workloads. Intermediate learning_resource blog US en - ### [Ollama blog](/model-training/training-infrastructure/ollama-blog/index.md) by [Ollama](https://ollama.com/) Ollama blog with release notes, supported model announcements and guides for running models locally. Intermediate learning_resource blog US en - ### [OpenRouter docs: Prompt Caching](/model-training/training-infrastructure/openrouter-prompt-caching/index.md) by [OpenRouter](https://openrouter.ai/) OpenRouter guide to prompt caching across model providers, with cost implications. Intermediate learning_resource docs US en - ### [PyTorch FSDP tutorial](/model-training/training-infrastructure/pytorch-fsdp-tutorial/index.md) by [PyTorch Foundation](https://pytorch.org/) PyTorch tutorial on Fully Sharded Data Parallel (FSDP2) for training large models across GPUs. Intermediate–Advanced learning_resource docs US en - ### [Qwen 中文文档](/model-training/training-infrastructure/qwen/index.md) by [Qwen (Alibaba)](https://qwen.ai/) Qwen documentation in Chinese: usage, deployment and fine-tuning of Qwen language and multimodal models. Intermediate learning_resource docs China zh - ### [SGLang documentation](/model-training/training-infrastructure/sglang/index.md) by [SGLang project (LMSYS)](https://lmsys.org/) SGLang documentation: serving framework for large language and multimodal models. Intermediate–Advanced learning_resource docs US en - ### [Together AI blog](/model-training/training-infrastructure/together-ai-blog/index.md) by [Together AI](https://together.ai/) Together AI blog with product launches, research and technical guides on inference, fine-tuning and GPU clusters. Intermediate learning_resource blog US en - ### [Transformers documentation](/model-training/training-infrastructure/transformers-documentation/index.md) by [Hugging Face](https://huggingface.co/) Hugging Face Transformers documentation: reference for model architectures, loading, training and generation. Intermediate learning_resource docs US; France; international en - ### [Triton Puzzles](/model-training/training-infrastructure/triton-puzzles/index.md) by [GPU MODE](https://github.com/gpu-mode) Triton Puzzles GitHub repo: interactive exercises for learning to write GPU kernels in Triton. Intermediate learning_resource course US en - ### [Triton tutorials](/model-training/training-infrastructure/triton-tutorials/index.md) by [OpenAI (Triton)](https://triton-lang.org/) Triton tutorials: ordered examples from vector addition to fused softmax, matmul and fused attention GPU kernels. Intermediate–Advanced learning_resource docs US en - ### [Unsloth blog](/model-training/training-infrastructure/unsloth-blog/index.md) by [Unsloth AI](https://unsloth.ai/) Unsloth blog with guides and release notes for fast, memory-efficient LLM fine-tuning. Intermediate learning_resource blog US en [Previous page](/infrastructure-chips-efficiency/intermediate/page/2/index.md) [Plain-text Markdown copy](/infrastructure-chips-efficiency/intermediate/page/3/index.md)