Updated order and started working on categories

PyTorchConference2025_GithubRepos.json

@@ -13,7 +13,8 @@
             "numpy",
             "python",
             "tensor"
-        ]
+        ],
+        "category": "machine learning framework"
     },
     {
         "github_repo_link": "https://github.com/pytorch/executorch",
@@ -28,7 +29,8 @@
             "mobile",
             "neural-network",
             "tensor"
-        ]
+        ],
+        "category": "model compiler"
     },
     {
         "github_repo_link": "https://github.com/ggml-org/llama.cpp",
@@ -37,14 +39,8 @@
         "homepage_link": "",
         "repo_tags": [
             "ggml"
-        ]
-    },
-    {
-        "github_repo_link": "https://github.com/tensorflow/tflite-micro",
-        "repo_name": "tflite-micro",
-        "repo_description": "Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).",
-        "homepage_link": "",
-        "repo_tags": []
+        ],
+        "category": "inference engine"
     },
     {
         "github_repo_link": "https://github.com/onnx/onnx",
@@ -65,61 +61,6 @@
             "tensorflow"
         ]
     },
-    {
-        "github_repo_link": "https://github.com/KhronosGroup/OpenCL-SDK",
-        "repo_name": "OpenCL-SDK",
-        "repo_description": "OpenCL SDK",
-        "homepage_link": "",
-        "repo_tags": []
-    },
-    {
-        "github_repo_link": "https://github.com/meta-llama/synthetic-data-kit",
-        "repo_name": "synthetic-data-kit",
-        "repo_description": "Tool for generating high quality Synthetic datasets",
-        "homepage_link": "https://pypi.org/project/synthetic-data-kit/",
-        "repo_tags": [
-            "data",
-            "generation",
-            "llm",
-            "python",
-            "synthetic"
-        ]
-    },
-    {
-        "github_repo_link": "https://github.com/unslothai/unsloth",
-        "repo_name": "unsloth",
-        "repo_description": "Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.",
-        "homepage_link": "https://docs.unsloth.ai/",
-        "repo_tags": [
-            "agent",
-            "deepseek",
-            "deepseek-r1",
-            "fine-tuning",
-            "gemma",
-            "gemma3",
-            "gpt-oss",
-            "llama",
-            "llama3",
-            "llm",
-            "llms",
-            "mistral",
-            "openai",
-            "qwen",
-            "qwen3",
-            "reinforcement-learning",
-            "text-to-speech",
-            "tts",
-            "unsloth",
-            "voice-cloning"
-        ]
-    },
-    {
-        "github_repo_link": "https://github.com/KhronosGroup/Vulkan-Docs",
-        "repo_name": "Vulkan-Docs",
-        "repo_description": "The Vulkan API Specification and related tools",
-        "homepage_link": null,
-        "repo_tags": []
-    },
     {
         "github_repo_link": "https://github.com/ray-project/ray",
         "repo_name": "ray",
@@ -174,7 +115,8 @@
             "qwen3",
             "tpu",
             "transformer"
-        ]
+        ],
+        "category": "inference engine"
     },
     {
         "github_repo_link": "https://github.com/ollama/ollama",
@@ -199,7 +141,8 @@
             "ollama",
             "phi4",
             "qwen"
-        ]
+        ],
+        "category": "inference engine"
     },
     {
         "github_repo_link": "https://github.com/sgl-project/sglang",
@@ -227,17 +170,8 @@
             "qwen3",
             "transformer",
             "vlm"
-        ]
-    },
-    {
-        "github_repo_link": "https://github.com/Wan-Video/Wan2.2",
-        "repo_name": "Wan2.2",
-        "repo_description": "Wan: Open and Advanced Large-Scale Video Generative Models",
-        "homepage_link": "https://wan.video",
-        "repo_tags": [
-            "aigc",
-            "video-generation"
-        ]
+        ],
+        "category": "inference engine"
     },
     {
         "github_repo_link": "https://github.com/pytorch/ao",
@@ -266,14 +200,8 @@
         "repo_name": "triton",
         "repo_description": "Development repository for the Triton language and compiler",
         "homepage_link": "https://triton-lang.org/",
-        "repo_tags": []
-    },
-    {
-        "github_repo_link": "https://github.com/AMD-AGI/Primus-Turbo",
-        "repo_name": "Primus-Turbo",
-        "repo_description": null,
-        "homepage_link": null,
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "dsl"
     },
     {
         "github_repo_link": "https://github.com/HazyResearch/ThunderKittens",
@@ -292,7 +220,8 @@
             "gpu",
             "leaderboard",
             "triton"
-        ]
+        ],
+        "category": "kernels"
     },
     {
         "github_repo_link": "https://github.com/guandeh17/Self-Forcing",
@@ -356,7 +285,8 @@
         "repo_tags": [
             "jupyter",
             "jupyterlab"
-        ]
+        ],
+        "category": "ui"
     },
     {
         "github_repo_link": "https://github.com/ROCm/rocm-systems",
@@ -385,7 +315,8 @@
         "repo_name": "helion",
         "repo_description": "A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.",
         "homepage_link": null,
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "dsl"
     },
     {
         "github_repo_link": "https://github.com/jax-ml/jax",
@@ -410,7 +341,8 @@
             "neural-network",
             "python",
             "tensorflow"
-        ]
+        ],
+        "category": "machine learning framework"
     },
     {
         "github_repo_link": "https://github.com/deepspeedai/DeepSpeed",
@@ -462,14 +394,16 @@
         "repo_name": "llvm-project",
         "repo_description": "The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.",
         "homepage_link": "http://llvm.org",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "compiler"
     },
     {
         "github_repo_link": "https://github.com/cwpearson/cupti",
         "repo_name": "cupti",
         "repo_description": "Profile how CUDA applications create and modify data in memory.",
         "homepage_link": "",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "profiler"
     },
     {
         "github_repo_link": "https://github.com/LLNL/hatchet",
@@ -487,7 +421,8 @@
             "python",
             "radiuss",
             "trees"
-        ]
+        ],
+        "category": "profiler"
     },
     {
         "github_repo_link": "https://github.com/toyaix/triton-runner",
@@ -506,7 +441,8 @@
         "repo_name": "Triton-distributed",
         "repo_description": "Distributed Compiler based on Triton for Parallel Systems",
         "homepage_link": "https://triton-distributed.readthedocs.io/en/latest/",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "model compiler"
     },
     {
         "github_repo_link": "https://github.com/linkedin/Liger-Kernel",
@@ -525,14 +461,16 @@
             "phi3",
             "triton",
             "triton-kernels"
-        ]
+        ],
+        "category": "kernels"
     },
     {
         "github_repo_link": "https://github.com/thunlp/TritonBench",
         "repo_name": "TritonBench",
         "repo_description": "TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators",
         "homepage_link": "",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "benchmark"
     },
     {
         "github_repo_link": "https://github.com/meta-pytorch/tritonparse",
@@ -560,7 +498,8 @@
             "elasticsearch",
             "java",
             "search-engine"
-        ]
+        ],
+        "category": "search engine"
     },
     {
         "github_repo_link": "https://github.com/kubernetes/kubernetes",
@@ -621,7 +560,8 @@
             "vector-search",
             "vector-similarity",
             "vector-store"
-        ]
+        ],
+        "category": "vector databse"
     },
     {
         "github_repo_link": "https://github.com/gaoj0017/RaBitQ",
@@ -650,7 +590,8 @@
             "llm",
             "llm-inference",
             "mistralai"
-        ]
+        ],
+        "category": "inference engine"
     },
     {
         "github_repo_link": "https://github.com/dstackai/dstack",
@@ -684,7 +625,8 @@
         "repo_tags": [
             "numpy",
             "python"
-        ]
+        ],
+        "category": "python library"
     },
     {
         "github_repo_link": "https://github.com/scipy/scipy",
@@ -697,7 +639,8 @@
             "python",
             "scientific-computing",
             "scipy"
-        ]
+        ],
+        "category": "python library"
     },
     {
         "github_repo_link": "https://github.com/numba/numba",
@@ -714,20 +657,6 @@
             "python"
         ]
     },
-    {
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-        "repo_name": "linux",
-        "repo_description": "Linux kernel source tree",
-        "homepage_link": "",
-        "repo_tags": []
-    },
-    {
-        "github_repo_link": "https://github.com/google-deepmind/gemma",
-        "repo_name": "gemma",
-        "repo_description": "Gemma open-weight LLM library, from Google DeepMind",
-        "homepage_link": "https://gemma-llm.readthedocs.io",
-        "repo_tags": []
-    },
     {
         "github_repo_link": "https://github.com/sandialabs/torchdendrite",
         "repo_name": "torchdendrite",
@@ -735,7 +664,8 @@
         "homepage_link": "",
         "repo_tags": [
             "scr-3078"
-        ]
+        ],
+        "category": "machine learning framework"
     },
     {
         "github_repo_link": "https://github.com/Lightning-AI/lightning-thunder",
@@ -782,7 +712,8 @@
         "repo_name": "TileIR",
         "repo_description": null,
         "homepage_link": null,
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "dsl"
     },
     {
         "github_repo_link": "https://github.com/pytorch/torchtitan",
@@ -851,7 +782,8 @@
         "repo_name": "neuronx-distributed-inference",
         "repo_description": null,
         "homepage_link": null,
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "inference engine"
     },
     {
         "github_repo_link": "https://github.com/meta-pytorch/monarch",
@@ -942,13 +874,6 @@
             "php"
         ]
     },
-    {
-        "github_repo_link": "https://github.com/MoonshotAI/Kimi-K2",
-        "repo_name": "Kimi-K2",
-        "repo_description": "Kimi K2 is the large language model series developed by Moonshot AI team",
-        "homepage_link": "",
-        "repo_tags": []
-    },
     {
         "github_repo_link": "https://github.com/vosen/ZLUDA",
         "repo_name": "ZLUDA",
@@ -1019,20 +944,6 @@
             "optimize"
         ]
     },
-    {
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-        "repo_name": "ERNIE",
-        "repo_description": "The official repository for ERNIE 4.5 and ERNIEKit – its industrial-grade development toolkit based on PaddlePaddle.",
-        "homepage_link": "https://ernie.baidu.com",
-        "repo_tags": [
-            "ernie",
-            "ernie-45",
-            "ernie-45-vl",
-            "erniekit",
-            "llm",
-            "vlm"
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         "github_repo_link": "https://github.com/ROCm/hipBLAS",
         "repo_name": "hipBLAS",
@@ -1114,13 +1025,6 @@
             "rocm"
         ]
     },
-    {
-        "github_repo_link": "https://github.com/AMD-AGI/Instella",
-        "repo_name": "Instella",
-        "repo_description": "Fully Open Language Models with Stellar Performance",
-        "homepage_link": null,
-        "repo_tags": []
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         "github_repo_link": "https://github.com/AMD-AGI/GEAK-agent",
         "repo_name": "GEAK-agent",
@@ -1156,48 +1060,21 @@
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         "repo_tags": []
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-        "repo_name": "DirectXShaderCompiler",
-        "repo_description": "This repo hosts the source for the DirectX Shader Compiler which is based on LLVM/Clang.",
-        "homepage_link": "",
-        "repo_tags": [
-            "directx-shader-compiler",
-            "dxil",
-            "hlsl",
-            "shader-programs"
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-        "repo_name": "DirectXTK",
-        "repo_description": "The DirectX Tool Kit (aka DirectXTK) is a collection of helper classes for writing DirectX 11.x code in C++",
-        "homepage_link": "https://walbourn.github.io/directxtk/",
-        "repo_tags": [
-            "cpp-library",
-            "desktop",
-            "directx",
-            "directx-11",
-            "directxtk",
-            "graphics",
-            "microsoft",
-            "uwp",
-            "xbox"
-        ]
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     {
         "github_repo_link": "https://github.com/huggingface/kernels",
         "repo_name": "kernels",
         "repo_description": "Load compute kernels from the Hub",
         "homepage_link": "",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "kernels"
     },
     {
         "github_repo_link": "https://github.com/tile-ai/tilelang",
         "repo_name": "tilelang",
         "repo_description": " Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels",
         "homepage_link": "https://tilelang.com/",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "dsl"
     },
     {
         "github_repo_link": "https://github.com/opencv/opencv",
@@ -1250,14 +1127,16 @@
         "repo_name": "kernels-community",
         "repo_description": "Kernel sources for https://huggingface.co/kernels-community",
         "homepage_link": null,
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "kernels"
     },
     {
         "github_repo_link": "https://github.com/flashinfer-ai/flashinfer-bench",
         "repo_name": "flashinfer-bench",
         "repo_description": "Building the Virtuous Cycle for AI-driven LLM Systems",
         "homepage_link": "https://bench.flashinfer.ai",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "benchmark"
     },
     {
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@@ -1299,14 +1178,16 @@
             "codegen",
             "evaluation",
             "gpu"
-        ]
+        ],
+        "category": "benchmark"
     },
     {
         "github_repo_link": "https://github.com/thunlp/TritonBench",
         "repo_name": "TritonBench",
         "repo_description": "TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators",
         "homepage_link": "",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "benchmark"
     },
     {
         "github_repo_link": "https://github.com/AutomataLab/cuJSON",
@@ -1343,29 +1224,6 @@
             "python"
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-        "repo_name": "compose",
-        "repo_description": "Define and run multi-container applications with Docker",
-        "homepage_link": "https://docs.docker.com/compose/",
-        "repo_tags": [
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-            "docker-compose",
-            "go",
-            "golang",
-            "orchestration"
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-        "homepage_link": null,
-        "repo_tags": [
-            "cli",
-            "docker"
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         "repo_name": "IMO2025",
@@ -1430,7 +1288,8 @@
         "repo_name": "terminal-bench",
         "repo_description": "A benchmark for LLMs on complicated tasks in the terminal",
         "homepage_link": "https://www.tbench.ai",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "benchmark"
     },
     {
         "github_repo_link": "https://github.com/block/goose",
@@ -1440,7 +1299,8 @@
         "repo_tags": [
             "hacktoberfest",
             "mcp"
-        ]
+        ],
+        "category": "agent"
     },
     {
         "github_repo_link": "https://github.com/kvcache-ai/Mooncake",
@@ -1466,14 +1326,16 @@
             "benchmark",
             "language-model",
             "software-engineering"
-        ]
+        ],
+        "category": "benchmark"
     },
     {
         "github_repo_link": "https://github.com/Dao-AILab/quack",
         "repo_name": "quack",
         "repo_description": "A Quirky Assortment of CuTe Kernels",
         "homepage_link": "",
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "kernels"
     },
     {
         "github_repo_link": "https://github.com/KhronosGroup/SYCL-Docs",
@@ -1514,7 +1376,8 @@
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         "homepage_link": null,
-        "repo_tags": []
+        "repo_tags": [],
+        "category": "compiler"
     },
     {
         "github_repo_link": "https://github.com/ROCm/rocSOLVER",
@@ -1653,7 +1516,8 @@
             "cpp",
             "gcc",
             "msvc"
-        ]
+        ],
+        "category": "compiler"
     },
     {
         "github_repo_link": "https://github.com/ROCm/omnitrace",
@@ -1681,42 +1545,82 @@
         ]
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-        "repo_name": "cpython",
-        "repo_description": "The Python programming language",
-        "homepage_link": "https://www.python.org",
+        "github_repo_link": "https://github.com/KhronosGroup/OpenCL-SDK",
+        "repo_name": "OpenCL-SDK",
+        "repo_description": "OpenCL SDK",
+        "homepage_link": "",
         "repo_tags": []
     },
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-        "repo_name": "rust",
-        "repo_description": "Empowering everyone to build reliable and efficient software.",
-        "homepage_link": "https://www.rust-lang.org",
+        "github_repo_link": "https://github.com/meta-llama/synthetic-data-kit",
+        "repo_name": "synthetic-data-kit",
+        "repo_description": "Tool for generating high quality Synthetic datasets",
+        "homepage_link": "https://pypi.org/project/synthetic-data-kit/",
         "repo_tags": [
-            "compiler",
-            "language",
-            "rust"
+            "data",
+            "generation",
+            "llm",
+            "python",
+            "synthetic"
+        ]
+    },
+    {
+        "github_repo_link": "https://github.com/unslothai/unsloth",
+        "repo_name": "unsloth",
+        "repo_description": "Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.",
+        "homepage_link": "https://docs.unsloth.ai/",
+        "repo_tags": [
+            "agent",
+            "deepseek",
+            "deepseek-r1",
+            "fine-tuning",
+            "gemma",
+            "gemma3",
+            "gpt-oss",
+            "llama",
+            "llama3",
+            "llm",
+            "llms",
+            "mistral",
+            "openai",
+            "qwen",
+            "qwen3",
+            "reinforcement-learning",
+            "text-to-speech",
+            "tts",
+            "unsloth",
+            "voice-cloning"
         ]
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-        "repo_name": "tailscale",
-        "repo_description": "The easiest, most secure way to use WireGuard and 2FA.",
-        "homepage_link": "https://tailscale.com",
+        "github_repo_link": "https://github.com/KhronosGroup/Vulkan-Docs",
+        "repo_name": "Vulkan-Docs",
+        "repo_description": "The Vulkan API Specification and related tools",
+        "homepage_link": null,
+        "repo_tags": []
+    },
+    {
+        "github_repo_link": "https://github.com/tensorflow/tflite-micro",
+        "repo_name": "tflite-micro",
+        "repo_description": "Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).",
+        "homepage_link": "",
+        "repo_tags": []
+    },
+        {
+        "github_repo_link": "https://github.com/Wan-Video/Wan2.2",
+        "repo_name": "Wan2.2",
+        "repo_description": "Wan: Open and Advanced Large-Scale Video Generative Models",
+        "homepage_link": "https://wan.video",
         "repo_tags": [
-            "2fa",
-            "oauth",
-            "sso",
-            "tailscale",
-            "vpn",
-            "wireguard"
+            "aigc",
+            "video-generation"
         ]
     },
     {
-        "github_repo_link": "https://github.com/WireGuard/wireguard-linux",
-        "repo_name": "wireguard-linux",
-        "repo_description": "Mirror only. Official repository is at https://git.zx2c4.com/wireguard-linux",
-        "homepage_link": "https://www.wireguard.com",
+        "github_repo_link": "https://github.com/AMD-AGI/Primus-Turbo",
+        "repo_name": "Primus-Turbo",
+        "repo_description": null,
+        "homepage_link": null,
         "repo_tags": []
     }
 ]