{"data":{"node":{"slug":"harleyszhang-llm-note","name":"llm_note","tagline":"LLM notes covering model inference transformer structures and framework analysis","github_url":"https://github.com/harleyszhang/llm_note","owner":"harleyszhang","repo":"llm_note","owner_avatar_url":"https://avatars.githubusercontent.com/u/37138671?v=4","primary_language":"Python","stars":890,"forks":89,"topics":["cuda-programming","kv-cache","llm","llm-inference","transformer-models","triton-kernels","vllm"],"archived":false,"github_pushed_at":"2026-08-19T06:46:41+00:00","maintenance_label":"Steady","stars_delta_30d":1,"url":"https://www.graphcanon.com/tools/harleyszhang-llm-note","markdown_url":"https://www.graphcanon.com/tools/harleyszhang-llm-note.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/harleyszhang-llm-note","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=harleyszhang-llm-note"},"categories":[{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"cuda-programming","name":"cuda-programming"},{"slug":"kv-cache","name":"kv-cache"},{"slug":"llm","name":"llm"},{"slug":"transformer-models","name":"transformer-models"},{"slug":"triton-kernels","name":"triton-kernels"},{"slug":"vllm","name":"vllm"}],"edges":[],"neighbours":[{"slug":"mlabonne-llm-course","name":"llm-course","tagline":"Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.","github_url":"https://github.com/mlabonne/llm-course","owner":"mlabonne","repo":"llm-course","owner_avatar_url":"https://avatars.githubusercontent.com/u/81252890?v=4","primary_language":null,"stars":83011,"forks":9657,"topics":["course","large-language-models","llm","machine-learning","roadmap"],"archived":false,"github_pushed_at":"2026-02-05T13:09:26+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/mlabonne-llm-course","markdown_url":"https://www.graphcanon.com/tools/mlabonne-llm-course.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mlabonne-llm-course","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mlabonne-llm-course","shared_categories":["llm-frameworks","inference-serving"]},{"slug":"patchy631-ai-engineering-hub","name":"ai-engineering-hub","tagline":"Tutorials on LLMs, RAGs, and real-world AI agent applications","github_url":"https://github.com/patchy631/ai-engineering-hub","owner":"patchy631","repo":"ai-engineering-hub","owner_avatar_url":"https://avatars.githubusercontent.com/u/38653995?v=4","primary_language":"Jupyter Notebook","stars":37020,"forks":6107,"topics":["agents","ai","llms","machine-learning","mcp","rag"],"archived":false,"github_pushed_at":"2026-07-27T18:43:06+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/patchy631-ai-engineering-hub","markdown_url":"https://www.graphcanon.com/tools/patchy631-ai-engineering-hub.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/patchy631-ai-engineering-hub","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=patchy631-ai-engineering-hub","shared_categories":["llm-frameworks"]},{"slug":"handsonllm-hands-on-large-language-models","name":"Hands-On-Large-Language-Models","tagline":"Code for the book 'Hands-On Large Language Models'","github_url":"https://github.com/HandsOnLLM/Hands-On-Large-Language-Models","owner":"HandsOnLLM","repo":"Hands-On-Large-Language-Models","owner_avatar_url":"https://avatars.githubusercontent.com/u/174106807?v=4","primary_language":"Jupyter Notebook","stars":29162,"forks":6662,"topics":["artificial-intelligence","book","large-language-models","llm","llms","oreilly","oreilly-books"],"archived":false,"github_pushed_at":"2026-04-24T10:20:08+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/handsonllm-hands-on-large-language-models","markdown_url":"https://www.graphcanon.com/tools/handsonllm-hands-on-large-language-models.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/handsonllm-hands-on-large-language-models","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=handsonllm-hands-on-large-language-models","shared_categories":["llm-frameworks"]},{"slug":"eugeneyan-open-llms","name":"open-llms","tagline":"A list of open LLMs available for commercial use","github_url":"https://github.com/eugeneyan/open-llms","owner":"eugeneyan","repo":"open-llms","owner_avatar_url":"https://avatars.githubusercontent.com/u/6831355?v=4","primary_language":null,"stars":12876,"forks":988,"topics":["commercial","large-language-models","llm","llms"],"archived":false,"github_pushed_at":"2025-02-13T06:37:12+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/eugeneyan-open-llms","markdown_url":"https://www.graphcanon.com/tools/eugeneyan-open-llms.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/eugeneyan-open-llms","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=eugeneyan-open-llms","shared_categories":["llm-frameworks"]},{"slug":"kalyanks-nlp-llm-engineer-toolkit","name":"llm-engineer-toolkit","tagline":"A curated list of 120+ LLM libraries category wise","github_url":"https://github.com/KalyanKS-NLP/llm-engineer-toolkit","owner":"KalyanKS-NLP","repo":"llm-engineer-toolkit","owner_avatar_url":"https://avatars.githubusercontent.com/u/202506543?v=4","primary_language":null,"stars":10793,"forks":1687,"topics":["ai-engineer","generative-ai","large-language-models","llm-engineer","llms"],"archived":false,"github_pushed_at":"2026-09-09T01:45:07+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/kalyanks-nlp-llm-engineer-toolkit","markdown_url":"https://www.graphcanon.com/tools/kalyanks-nlp-llm-engineer-toolkit.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/kalyanks-nlp-llm-engineer-toolkit","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=kalyanks-nlp-llm-engineer-toolkit","shared_categories":["llm-frameworks","inference-serving"]},{"slug":"mooler0410-llmspracticalguide","name":"LLMsPracticalGuide","tagline":"Curated list of practical guide resources for LLMs","github_url":"https://github.com/Mooler0410/LLMsPracticalGuide","owner":"Mooler0410","repo":"LLMsPracticalGuide","owner_avatar_url":"https://avatars.githubusercontent.com/u/37475129?v=4","primary_language":null,"stars":10208,"forks":787,"topics":["large-language-models","natural-language-processing","nlp","survey"],"archived":false,"github_pushed_at":"2026-04-08T18:26:44+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/mooler0410-llmspracticalguide","markdown_url":"https://www.graphcanon.com/tools/mooler0410-llmspracticalguide.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mooler0410-llmspracticalguide","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mooler0410-llmspracticalguide","shared_categories":["llm-frameworks"]},{"slug":"oumi-ai-oumi","name":"oumi","tagline":"Easily fine-tune, evaluate and deploy open source LLMs/VLMs","github_url":"https://github.com/oumi-ai/oumi","owner":"oumi-ai","repo":"oumi","owner_avatar_url":"https://avatars.githubusercontent.com/u/167452922?v=4","primary_language":"Python","stars":9387,"forks":790,"topics":["dpo","evaluation","fine-tuning","gpt-oss","gpt-oss-120b","gpt-oss-20b","inference","llama","llms","open-weight","open-weight-models","open-weights","sft","slms","vlms"],"archived":false,"github_pushed_at":"2026-09-20T05:45:37+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/oumi-ai-oumi","markdown_url":"https://www.graphcanon.com/tools/oumi-ai-oumi.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/oumi-ai-oumi","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=oumi-ai-oumi","shared_categories":["inference-serving"]},{"slug":"wangrongsheng-awesome-llm-resources","name":"awesome-LLM-resources","tagline":"Summary of the world's best LLM resources.","github_url":"https://github.com/WangRongsheng/awesome-LLM-resources","owner":"WangRongsheng","repo":"awesome-LLM-resources","owner_avatar_url":"https://avatars.githubusercontent.com/u/55651568?v=4","primary_language":null,"stars":8968,"forks":993,"topics":["awesome-list","book","course","large-language-models","llama","llm","mistral","openai","qwen","rag","retrieval-augmented-generation","webui"],"archived":false,"github_pushed_at":"2026-09-14T09:00:10+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/wangrongsheng-awesome-llm-resources","markdown_url":"https://www.graphcanon.com/tools/wangrongsheng-awesome-llm-resources.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/wangrongsheng-awesome-llm-resources","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=wangrongsheng-awesome-llm-resources","shared_categories":["llm-frameworks","inference-serving"]},{"slug":"andyyyy64-whichllm","name":"whichllm","tagline":"Command-line tool to find and benchmark local LLM performance","github_url":"https://github.com/Andyyyy64/whichllm","owner":"Andyyyy64","repo":"whichllm","owner_avatar_url":"https://avatars.githubusercontent.com/u/105579829?v=4","primary_language":"Python","stars":6666,"forks":368,"topics":["localllm"],"archived":false,"github_pushed_at":"2026-09-19T16:22:49+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/andyyyy64-whichllm","markdown_url":"https://www.graphcanon.com/tools/andyyyy64-whichllm.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/andyyyy64-whichllm","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=andyyyy64-whichllm","shared_categories":["inference-serving"]},{"slug":"xlite-dev-awesome-llm-inference","name":"Awesome-LLM-Inference","tagline":"A curated list of LLM/VLM inference papers with codes","github_url":"https://github.com/xlite-dev/Awesome-LLM-Inference","owner":"xlite-dev","repo":"Awesome-LLM-Inference","owner_avatar_url":"https://avatars.githubusercontent.com/u/204302598?v=4","primary_language":"Python","stars":5508,"forks":435,"topics":["awesome-llm","deepseek","deepseek-r1","deepseek-v3","flash-attention","flash-attention-3","flash-mla","llm-inference","minimax-01","mla","paged-attention","qwen3","tensorrt-llm","vllm"],"archived":false,"github_pushed_at":"2026-08-14T12:23:49+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/xlite-dev-awesome-llm-inference","markdown_url":"https://www.graphcanon.com/tools/xlite-dev-awesome-llm-inference.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/xlite-dev-awesome-llm-inference","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=xlite-dev-awesome-llm-inference","shared_categories":["inference-serving"]},{"slug":"huaizhengzhang-ai-infra-from-zero-to-hero","name":"AI-Infra-from-Zero-to-Hero","tagline":"Awesome System for Machine Learning and LLM Infra","github_url":"https://github.com/HuaizhengZhang/AI-Infra-from-Zero-to-Hero","owner":"HuaizhengZhang","repo":"AI-Infra-from-Zero-to-Hero","owner_avatar_url":"https://avatars.githubusercontent.com/u/5894780?v=4","primary_language":null,"stars":4285,"forks":409,"topics":["ai-infra","genai","large-language-models","llmsys","mlsys","model-serving","model-training"],"archived":false,"github_pushed_at":"2025-07-25T02:24:35+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/huaizhengzhang-ai-infra-from-zero-to-hero","markdown_url":"https://www.graphcanon.com/tools/huaizhengzhang-ai-infra-from-zero-to-hero.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/huaizhengzhang-ai-infra-from-zero-to-hero","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=huaizhengzhang-ai-infra-from-zero-to-hero","shared_categories":["llm-frameworks","inference-serving"]},{"slug":"stochasticai-xturing","name":"xTuring","tagline":"Build, personalize and control your own LLMs","github_url":"https://github.com/stochasticai/xTuring","owner":"stochasticai","repo":"xTuring","owner_avatar_url":"https://avatars.githubusercontent.com/u/66399337?v=4","primary_language":"Python","stars":2674,"forks":211,"topics":["adapter","deep-learning","fine-tuning","finetuning","gen-ai","generative-ai","gpt-2","gpt-j","language-model","llama","llm","lora","mistral","mixed-precision","peft","quantization"],"archived":false,"github_pushed_at":"2026-09-12T23:50:56+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/stochasticai-xturing","markdown_url":"https://www.graphcanon.com/tools/stochasticai-xturing.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/stochasticai-xturing","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=stochasticai-xturing","shared_categories":["llm-frameworks"]}]}}