Updated repo_tags / repo_tag / closest_github_tag

PyTorchConference2025_GithubRepos.json

@@ -4,14 +4,14 @@
         "repo_name": "pytorch",
         "repo_description": "Tensors and Dynamic neural networks in Python with strong GPU acceleration",
         "homepage_link": "https://pytorch.org",
-        "repo_tag": "machine-learning",
+        "closest_github_tag": "machine-learning",
         "category": "machine learning framework"
     },
     {
         "github_repo_link": "https://github.com/ggml-org/llama.cpp",
         "repo_name": "llama.cpp",
         "repo_description": "LLM inference in C/C++",
-        "repo_tag": "ggml",
+        "closest_github_tag": "ggml",
         "category": "inference engine"
     },
     {
@@ -19,21 +19,21 @@
         "repo_name": "onnx",
         "repo_description": "Open standard for machine learning interoperability",
         "homepage_link": "https://onnx.ai/",
-        "repo_tag": "deep-learning"
+        "closest_github_tag": "deep-learning"
     },
     {
         "github_repo_link": "https://github.com/ray-project/ray",
         "repo_name": "ray",
         "repo_description": "Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.",
         "homepage_link": "https://ray.io",
-        "repo_tag": "deep-learning"
+        "closest_github_tag": "deep-learning"
     },
     {
         "github_repo_link": "https://github.com/vllm-project/vllm",
         "repo_name": "vllm",
         "repo_description": "A high-throughput and memory-efficient inference and serving engine for LLMs",
         "homepage_link": "https://docs.vllm.ai",
-        "repo_tag": "inference",
+        "closest_github_tag": "inference",
         "category": "inference engine"
     },
     {
@@ -41,7 +41,7 @@
         "repo_name": "ollama",
         "repo_description": "Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.",
         "homepage_link": "https://ollama.com",
-        "repo_tag": "llms",
+        "closest_github_tag": "llms",
         "category": "inference engine"
     },
     {
@@ -49,7 +49,7 @@
         "repo_name": "sglang",
         "repo_description": "SGLang is a fast serving framework for large language models and vision language models.",
         "homepage_link": "https://docs.sglang.ai/",
-        "repo_tag": "inference",
+        "closest_github_tag": "inference",
         "category": "inference engine"
     },
     {
@@ -57,14 +57,14 @@
         "repo_name": "modular",
         "repo_description": "The Modular Platform (includes MAX & Mojo)",
         "homepage_link": "https://docs.modular.com/",
-        "repo_tag": "mojo"
+        "closest_github_tag": "mojo"
     },
     {
         "github_repo_link": "https://github.com/pytorch/ao",
         "repo_name": "ao",
         "repo_description": "PyTorch native quantization and sparsity for training and inference",
         "homepage_link": "https://pytorch.org/ao/stable/index.html",
-        "repo_tag": "quantization"
+        "closest_github_tag": "quantization"
     },
     {
         "github_repo_link": "https://github.com/triton-lang/triton",
@@ -83,7 +83,7 @@
         "repo_name": "reference-kernels",
         "repo_description": "Official Problem Sets / Reference Kernels for the GPU MODE Leaderboard!",
         "homepage_link": "https://gpumode.com",
-        "repo_tag": "gpu",
+        "closest_github_tag": "gpu",
         "category": "kernels"
     },
     {
@@ -91,7 +91,7 @@
         "repo_name": "executorch",
         "repo_description": "On-device AI across mobile, embedded and edge for PyTorch",
         "homepage_link": "https://executorch.ai",
-        "repo_tag": "mobile",
+        "closest_github_tag": "mobile",
         "category": "model compiler"
     },
     {
@@ -110,7 +110,7 @@
         "repo_name": "ComfyUI",
         "repo_description": "The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.",
         "homepage_link": "https://www.comfy.org/",
-        "repo_tag": "stable-diffusion"
+        "closest_github_tag": "stable-diffusion"
     },
     {
         "github_repo_link": "https://github.com/Jeff-LiangF/streamv2v",
@@ -123,14 +123,14 @@
         "repo_name": "letta",
         "repo_description": "Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time.",
         "homepage_link": "https://docs.letta.com/",
-        "repo_tag": "ai-agents"
+        "closest_github_tag": "ai-agents"
     },
     {
         "github_repo_link": "https://github.com/jupyterlab/jupyterlab",
         "repo_name": "jupyterlab",
         "repo_description": "JupyterLab computational environment.",
         "homepage_link": "https://jupyterlab.readthedocs.io/",
-        "repo_tag": "jupyter",
+        "closest_github_tag": "jupyter",
         "category": "ui"
     },
     {
@@ -143,7 +143,7 @@
         "repo_name": "cutlass",
         "repo_description": "CUDA Templates and Python DSLs for High-Performance Linear Algebra",
         "homepage_link": "https://docs.nvidia.com/cutlass/index.html",
-        "repo_tag": "cuda"
+        "closest_github_tag": "cuda"
     },
     {
         "github_repo_link": "https://github.com/pytorch/helion",
@@ -156,14 +156,14 @@
         "repo_name": "jax",
         "repo_description": "Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more",
         "homepage_link": "https://docs.jax.dev",
-        "repo_tag": "jax"
+        "closest_github_tag": "jax"
     },
     {
         "github_repo_link": "https://github.com/tensorflow/tensorflow",
         "repo_name": "tensorflow",
         "repo_description": "An Open Source Machine Learning Framework for Everyone",
         "homepage_link": "https://tensorflow.org",
-        "repo_tag": "deep-learning",
+        "closest_github_tag": "deep-learning",
         "category": "machine learning framework"
     },
     {
@@ -171,21 +171,21 @@
         "repo_name": "DeepSpeed",
         "repo_description": "DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.",
         "homepage_link": "https://www.deepspeed.ai/",
-        "repo_tag": "gpu"
+        "closest_github_tag": "gpu"
     },
     {
         "github_repo_link": "https://github.com/triton-inference-server/server",
         "repo_name": "server",
         "repo_description": "The Triton Inference Server provides an optimized cloud and edge inferencing solution. ",
         "homepage_link": "https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/index.html",
-        "repo_tag": "inference"
+        "closest_github_tag": "inference"
     },
     {
         "github_repo_link": "https://github.com/ROCm/ROCm",
         "repo_name": "ROCm",
         "repo_description": "AMD ROCm™ Software - GitHub Home",
         "homepage_link": "https://rocm.docs.amd.com",
-        "repo_tag": "documentation"
+        "closest_github_tag": "documentation"
     },
     {
         "github_repo_link": "https://github.com/llvm/llvm-project",
@@ -205,7 +205,7 @@
         "repo_name": "hatchet",
         "repo_description": "Graph-indexed Pandas DataFrames for analyzing hierarchical performance data",
         "homepage_link": "https://llnl-hatchet.readthedocs.io",
-        "repo_tag": "performance",
+        "closest_github_tag": "performance",
         "category": "profiler"
     },
     {
@@ -213,7 +213,7 @@
         "repo_name": "triton-runner",
         "repo_description": "Multi-Level Triton Runner supporting Python, IR, PTX, and cubin.",
         "homepage_link": "https://triton-runner.org",
-        "repo_tag": "triton"
+        "closest_github_tag": "triton"
     },
     {
         "github_repo_link": "https://github.com/ByteDance-Seed/Triton-distributed",
@@ -227,7 +227,7 @@
         "repo_name": "Liger-Kernel",
         "repo_description": "Efficient Triton Kernels for LLM Training",
         "homepage_link": "https://openreview.net/pdf?id=36SjAIT42G",
-        "repo_tag": "triton",
+        "closest_github_tag": "triton",
         "category": "kernels"
     },
     {
@@ -241,14 +241,14 @@
         "repo_name": "tritonparse",
         "repo_description": "TritonParse: A Compiler Tracer, Visualizer, and Reproducer for Triton Kernels",
         "homepage_link": "https://meta-pytorch.org/tritonparse/",
-        "repo_tag": "triton"
+        "closest_github_tag": "triton"
     },
     {
         "github_repo_link": "https://github.com/elastic/elasticsearch",
         "repo_name": "elasticsearch",
         "repo_description": "Free and Open Source, Distributed, RESTful Search Engine",
         "homepage_link": "https://www.elastic.co/products/elasticsearch",
-        "repo_tag": "search-engine",
+        "closest_github_tag": "search-engine",
         "category": "search engine"
     },
     {
@@ -256,7 +256,7 @@
         "repo_name": "kubernetes",
         "repo_description": "Production-Grade Container Scheduling and Management",
         "homepage_link": "https://kubernetes.io",
-        "repo_tag": "containers"
+        "closest_github_tag": "containers"
     },
     {
         "github_repo_link": "https://github.com/modelcontextprotocol/modelcontextprotocol",
@@ -268,14 +268,14 @@
         "github_repo_link": "https://github.com/lastmile-ai/mcp-agent",
         "repo_name": "mcp-agent",
         "repo_description": "Build effective agents using Model Context Protocol and simple workflow patterns",
-        "repo_tag": "ai-agents"
+        "closest_github_tag": "ai-agents"
     },
     {
         "github_repo_link": "https://github.com/milvus-io/milvus",
         "repo_name": "milvus",
         "repo_description": "Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search",
         "homepage_link": "https://milvus.io",
-        "repo_tag": "vector-search",
+        "closest_github_tag": "vector-search",
         "category": "vector databse"
     },
     {
@@ -283,7 +283,7 @@
         "repo_name": "RaBitQ",
         "repo_description": "[SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search",
         "homepage_link": "https://github.com/VectorDB-NTU/RaBitQ-Library",
-        "repo_tag": "nearest-neighbor-search"
+        "closest_github_tag": "nearest-neighbor-search"
     },
     {
         "github_repo_link": "https://github.com/Airtable/airtable.js",
@@ -295,7 +295,7 @@
         "repo_name": "mistral-inference",
         "repo_description": "Official inference library for Mistral models",
         "homepage_link": "https://mistral.ai/",
-        "repo_tag": "llm-inference",
+        "closest_github_tag": "llm-inference",
         "category": "inference engine"
     },
     {
@@ -303,31 +303,14 @@
         "repo_name": "dstack",
         "repo_description": "dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or on-prem.",
         "homepage_link": "https://dstack.ai",
-        "repo_tags": [
-            "amd",
-            "cloud",
-            "containers",
-            "docker",
-            "fine-tuning",
-            "gpu",
-            "inference",
-            "k8s",
-            "kubernetes",
-            "llms",
-            "machine-learning",
-            "nvidia",
-            "orchestration",
-            "python",
-            "slurm",
-            "training"
-        ]
+        "closest_github_tag": "orchestration"
     },
     {
         "github_repo_link": "https://github.com/numpy/numpy",
         "repo_name": "numpy",
         "repo_description": "The fundamental package for scientific computing with Python.",
         "homepage_link": "https://numpy.org",
-        "repo_tag": "python",
+        "closest_github_tag": "python",
         "category": "python library"
     },
     {
@@ -335,7 +318,7 @@
         "repo_name": "scipy",
         "repo_description": "SciPy library main repository",
         "homepage_link": "https://scipy.org",
-        "repo_tag": "python",
+        "closest_github_tag": "python",
         "category": "python library"
     },
     {
@@ -343,13 +326,13 @@
         "repo_name": "numba",
         "repo_description": "NumPy aware dynamic Python compiler using LLVM",
         "homepage_link": "https://numba.pydata.org/",
-        "repo_tag": "compiler"
+        "closest_github_tag": "compiler"
     },
     {
         "github_repo_link": "https://github.com/sandialabs/torchdendrite",
         "repo_name": "torchdendrite",
         "repo_description": "Dendrites for PyTorch and SNNTorch neural networks ",
-        "repo_tag": "scr-3078",
+        "closest_github_tag": "scr-3078",
         "category": "machine learning framework"
     },
     {
@@ -387,27 +370,14 @@
         "repo_name": "nccl",
         "repo_description": "Optimized primitives for collective multi-GPU communication",
         "homepage_link": "https://docs.nvidia.com/deeplearning/nccl/user-guide/docs/index.html",
-        "repo_tag": "cuda"
+        "closest_github_tag": "cuda"
     },
     {
         "github_repo_link": "https://github.com/sgl-project/ome",
         "repo_name": "ome",
         "repo_description": "OME is a Kubernetes operator for enterprise-grade management and serving of Large Language Models (LLMs)",
         "homepage_link": "http://docs.sglang.ai/ome/",
-        "repo_tags": [
-            "deepseek",
-            "k8s",
-            "kimi-k2",
-            "llama",
-            "llm",
-            "llm-inference",
-            "model-as-a-service",
-            "model-serving",
-            "multi-node-kubernetes",
-            "oracle-cloud",
-            "sgalng",
-            "sglang"
-        ]
+        "closest_github_tag": "k8s"
     },
     {
         "github_repo_link": "https://github.com/volcengine/verl",
@@ -436,50 +406,42 @@
         "repo_name": "LMCache",
         "repo_description": "Supercharge Your LLM with the Fastest KV Cache Layer",
         "homepage_link": "https://lmcache.ai/",
-        "repo_tag": "inference"
+        "closest_github_tag": "inference"
     },
     {
         "github_repo_link": "https://github.com/linux-rdma/rdma-core",
         "repo_name": "rdma-core",
         "repo_description": "RDMA core userspace libraries and daemons",
         "homepage_link": null,
-        "repo_tags": [
-            "infiniband",
-            "iwarp",
-            "kernel-rdma-drivers",
-            "linux-kernel",
-            "rdma",
-            "roce",
-            "userspace-libraries"
-        ]
+        "closest_github_tag": "linux-kernel"
     },
     {
         "github_repo_link": "https://github.com/NVIDIA/TensorRT",
         "repo_name": "TensorRT",
         "repo_description": "NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.",
         "homepage_link": "https://developer.nvidia.com/tensorrt",
-        "repo_tag": "inference"
+        "closest_github_tag": "inference"
     },
     {
         "github_repo_link": "https://github.com/Cambridge-ICCS/FTorch",
         "repo_name": "FTorch",
         "repo_description": "A library for directly calling PyTorch ML models from Fortran.",
         "homepage_link": "https://cambridge-iccs.github.io/FTorch/",
-        "repo_tag": "deep-learning"
+        "closest_github_tag": "deep-learning"
     },
     {
         "github_repo_link": "https://github.com/facebook/hhvm",
         "repo_name": "hhvm",
         "repo_description": "A virtual machine for executing programs written in Hack.",
         "homepage_link": "https://hhvm.com",
-        "repo_tag": "hack"
+        "closest_github_tag": "hack"
     },
     {
         "github_repo_link": "https://github.com/vosen/ZLUDA",
         "repo_name": "ZLUDA",
         "repo_description": "CUDA on non-NVIDIA GPUs",
         "homepage_link": "https://vosen.github.io/ZLUDA/",
-        "repo_tag": "cuda"
+        "closest_github_tag": "cuda"
     },
     {
         "github_repo_link": "https://github.com/vtsynergy/CU2CL",
@@ -492,48 +454,28 @@
         "repo_name": "pocl",
         "repo_description": "pocl - Portable Computing Language",
         "homepage_link": "https://portablecl.org",
-        "repo_tag": "opencl"
+        "closest_github_tag": "opencl"
     },
     {
         "github_repo_link": "https://github.com/apache/spark",
         "repo_name": "spark",
         "repo_description": "Apache Spark - A unified analytics engine for large-scale data processing",
         "homepage_link": "https://spark.apache.org/",
-        "repo_tag": "big-data"
+        "closest_github_tag": "big-data"
     },
     {
         "github_repo_link": "https://github.com/codelion/openevolve",
         "repo_name": "openevolve",
         "repo_description": "Open-source implementation of AlphaEvolve",
         "homepage_link": "",
-        "repo_tags": [
-            "alpha-evolve",
-            "alphacode",
-            "alphaevolve",
-            "coding-agent",
-            "deepmind",
-            "deepmind-lab",
-            "discovery",
-            "distributed-evolutionary-algorithms",
-            "evolutionary-algorithms",
-            "evolutionary-computation",
-            "genetic-algorithm",
-            "genetic-algorithms",
-            "iterative-methods",
-            "iterative-refinement",
-            "llm-engineering",
-            "llm-ensemble",
-            "llm-inference",
-            "openevolve",
-            "optimize"
-        ]
+        "closest_github_tag": "genetic-algorithm"
     },
     {
         "github_repo_link": "https://github.com/ROCm/hipBLAS",
         "repo_name": "hipBLAS",
         "repo_description": "[DEPRECATED] Moved to ROCm/rocm-libraries repo",
         "homepage_link": "https://github.com/ROCm/rocm-libraries",
-        "repo_tag": "hip"
+        "closest_github_tag": "hip"
     },
     {
         "github_repo_link": "https://github.com/ROCm/roctracer",
@@ -546,25 +488,14 @@
         "repo_name": "peft",
         "repo_description": "🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.",
         "homepage_link": "https://huggingface.co/docs/peft",
-        "repo_tags": [
-            "adapter",
-            "diffusion",
-            "fine-tuning",
-            "llm",
-            "lora",
-            "parameter-efficient-learning",
-            "peft",
-            "python",
-            "pytorch",
-            "transformers"
-        ]
+        "closest_github_tag": "lora"
     },
     {
         "github_repo_link": "https://github.com/ROCm/hip",
         "repo_name": "hip",
         "repo_description": "HIP: C++ Heterogeneous-Compute Interface for Portability",
         "homepage_link": "https://rocmdocs.amd.com/projects/HIP/",
-        "repo_tag": "hip"
+        "closest_github_tag": "hip"
     },
     {
         "github_repo_link": "https://github.com/ROCm/composable_kernel",
@@ -581,16 +512,7 @@
         "github_repo_link": "https://github.com/AMDResearch/intelliperf",
         "repo_name": "intelliperf",
         "repo_description": "Automated bottleneck detection and solution orchestration",
-        "repo_tags": [
-            "amd",
-            "genai",
-            "gpu",
-            "hip",
-            "instinct",
-            "llm",
-            "performance",
-            "rocm"
-        ]
+        "closest_github_tag": "performance"
     },
     {
         "github_repo_link": "https://github.com/AMD-AGI/GEAK-agent",
@@ -635,7 +557,7 @@
         "repo_name": "opencv",
         "repo_description": "Open Source Computer Vision Library",
         "homepage_link": "https://opencv.org",
-        "repo_tag": "image-processing"
+        "closest_github_tag": "image-processing"
     },
     {
         "github_repo_link": "https://github.com/Lightning-AI/lightning-thunder",
@@ -647,26 +569,7 @@
         "repo_name": "burn",
         "repo_description": "Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.",
         "homepage_link": "https://burn.dev",
-        "repo_tags": [
-            "autodiff",
-            "cross-platform",
-            "cuda",
-            "deep-learning",
-            "kernel-fusion",
-            "machine-learning",
-            "metal",
-            "ndarray",
-            "neural-network",
-            "onnx",
-            "pytorch",
-            "rocm",
-            "rust",
-            "scientific-computing",
-            "tensor",
-            "vulkan",
-            "wasm",
-            "webgpu"
-        ]
+        "closest_github_tag": "machine-learning"
     },
     {
         "github_repo_link": "https://github.com/huggingface/kernels-community",
@@ -686,37 +589,21 @@
         "repo_name": "ondemand",
         "repo_description": "Supercomputing. Seamlessly. Open, Interactive HPC Via the Web",
         "homepage_link": "https://openondemand.org/",
-        "repo_tags": [
-            "gateway",
-            "hacktoberfest",
-            "hpc",
-            "hpc-applications"
-        ]
+        "closest_github_tag": "hpc"
     },
     {
         "github_repo_link": "https://github.com/flashinfer-ai/flashinfer",
         "repo_name": "flashinfer",
         "repo_description": "FlashInfer: Kernel Library for LLM Serving",
         "homepage_link": "https://flashinfer.ai",
-        "repo_tags": [
-            "attention",
-            "cuda",
-            "distributed-inference",
-            "gpu",
-            "jit",
-            "large-large-models",
-            "llm-inference",
-            "moe",
-            "nvidia",
-            "pytorch"
-        ]
+        "closest_github_tag": "attention"
     },
     {
         "github_repo_link": "https://github.com/ScalingIntelligence/KernelBench",
         "repo_name": "KernelBench",
         "repo_description": "KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA problems",
         "homepage_link": "https://scalingintelligence.stanford.edu/blogs/kernelbench/",
-        "repo_tag": "benchmark",
+        "closest_github_tag": "benchmark",
         "category": "benchmark"
     },
     {
@@ -735,28 +622,7 @@
         "repo_name": "metaflow",
         "repo_description": "Build, Manage and Deploy AI/ML Systems",
         "homepage_link": "https://metaflow.org",
-        "repo_tags": [
-            "agents",
-            "ai",
-            "aws",
-            "azure",
-            "cost-optimization",
-            "datascience",
-            "distributed-training",
-            "gcp",
-            "generative-ai",
-            "high-performance-computing",
-            "kubernetes",
-            "llm",
-            "llmops",
-            "machine-learning",
-            "ml",
-            "ml-infrastructure",
-            "ml-platform",
-            "mlops",
-            "model-management",
-            "python"
-        ]
+        "closest_github_tag": "machine-learning"
     },
     {
         "github_repo_link": "https://github.com/harmonic-ai/IMO2025",
@@ -767,22 +633,14 @@
         "repo_name": "lean4",
         "repo_description": "Lean 4 programming language and theorem prover",
         "homepage_link": "https://lean-lang.org",
-        "repo_tag": "lean"
+        "closest_github_tag": "lean"
     },
     {
         "github_repo_link": "https://github.com/NVIDIA/warp",
         "repo_name": "warp",
         "repo_description": "A Python framework for accelerated simulation, data generation and spatial computing.",
         "homepage_link": "https://nvidia.github.io/warp/",
-        "repo_tags": [
-            "cuda",
-            "differentiable-programming",
-            "gpu",
-            "gpu-acceleration",
-            "nvidia",
-            "nvidia-warp",
-            "python"
-        ]
+        "closest_github_tag": "gpu"
     },
     {
         "github_repo_link": "https://github.com/NVIDIA/cuda-python",
@@ -795,20 +653,7 @@
         "repo_name": "truss",
         "repo_description": "The simplest way to serve AI/ML models in production",
         "homepage_link": "https://truss.baseten.co",
-        "repo_tags": [
-            "artificial-intelligence",
-            "easy-to-use",
-            "falcon",
-            "inference-api",
-            "inference-server",
-            "machine-learning",
-            "model-serving",
-            "open-source",
-            "packaging",
-            "stable-diffusion",
-            "whisper",
-            "wizardlm"
-        ]
+        "closest_github_tag": "machine-learning"
     },
     {
         "github_repo_link": "https://github.com/laude-institute/terminal-bench",
@@ -822,7 +667,7 @@
         "repo_name": "goose",
         "repo_description": "an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM",
         "homepage_link": "https://block.github.io/goose/",
-        "repo_tag": "mcp",
+        "closest_github_tag": "mcp",
         "category": "agent"
     },
     {
@@ -830,26 +675,14 @@
         "repo_name": "Mooncake",
         "repo_description": "Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.",
         "homepage_link": "https://kvcache-ai.github.io/Mooncake/",
-        "repo_tags": [
-            "disaggregation",
-            "inference",
-            "kvcache",
-            "llm",
-            "rdma",
-            "sglang",
-            "vllm"
-        ]
+        "closest_github_tag": "inference"
     },
     {
         "github_repo_link": "https://github.com/SWE-bench/SWE-bench",
         "repo_name": "SWE-bench",
         "repo_description": "SWE-bench: Can Language Models Resolve Real-world Github Issues?",
         "homepage_link": "https://www.swebench.com",
-        "repo_tags": [
-            "benchmark",
-            "language-model",
-            "software-engineering"
-        ],
+        "closest_github_tag": "benchmark",
         "category": "benchmark"
     },
     {
@@ -867,24 +700,14 @@
         "github_repo_link": "https://github.com/triSYCL/triSYCL",
         "repo_name": "triSYCL",
         "repo_description": " Generic system-wide modern C++ for heterogeneous platforms with SYCL from Khronos Group",
-        "repo_tags": [
-            "cpp",
-            "cpp20",
-            "fpga",
-            "gpu-computing",
-            "heterogeneous-parallel-programming",
-            "opencl",
-            "spir",
-            "sycl",
-            "trisycl"
-        ]
+        "closest_github_tag": "opencl"
     },
     {
         "github_repo_link": "https://github.com/pybind/pybind11",
         "repo_name": "pybind11",
         "repo_description": "Seamless operability between C++11 and Python",
         "homepage_link": "https://pybind11.readthedocs.io/",
-        "repo_tag": "bindings"
+        "closest_github_tag": "bindings"
     },
     {
         "github_repo_link": "https://github.com/andreinechaev/nvcc4jupyter",
@@ -897,40 +720,21 @@
         "repo_name": "rocSOLVER",
         "repo_description": "[DEPRECATED] Moved to ROCm/rocm-libraries repo",
         "homepage_link": "https://github.com/ROCm/rocm-libraries",
-        "repo_tag": "rocm"
+        "closest_github_tag": "rocm"
     },
     {
         "github_repo_link": "https://github.com/ROCm/Tensile",
         "repo_name": "Tensile",
         "repo_description": "[DEPRECATED] Moved to ROCm/rocm-libraries repo",
         "homepage_link": "https://github.com/ROCm/rocm-libraries",
-        "repo_tags": [
-            "amd",
-            "assembly",
-            "auto-tuning",
-            "blas",
-            "dnn",
-            "gemm",
-            "gpu",
-            "gpu-acceleration",
-            "gpu-computing",
-            "hip",
-            "machine-learning",
-            "matrix-multiplication",
-            "neural-networks",
-            "opencl",
-            "python",
-            "radeon",
-            "tensor-contraction",
-            "tensors"
-        ]
+        "closest_github_tag": "gpu"
     },
     {
         "github_repo_link": "https://github.com/ROCm/rocPRIM",
         "repo_name": "rocPRIM",
         "repo_description": "[DEPRECATED] Moved to ROCm/rocm-libraries repo ",
         "homepage_link": "https://github.com/ROCm/rocm-libraries",
-        "repo_tag": "hip"
+        "closest_github_tag": "hip"
     },
     {
         "github_repo_link": "https://github.com/ROCm/hipCUB",
@@ -943,7 +747,7 @@
         "repo_name": "rocFFT",
         "repo_description": "[DEPRECATED] Moved to ROCm/rocm-libraries repo",
         "homepage_link": "https://github.com/ROCm/rocm-libraries",
-        "repo_tag": "hip"
+        "closest_github_tag": "hip"
     },
     {
         "github_repo_link": "https://github.com/ROCm/rocSPARSE",
@@ -956,48 +760,26 @@
         "repo_name": "rocRAND",
         "repo_description": "[DEPRECATED] Moved to ROCm/rocm-libraries repo ",
         "homepage_link": "https://github.com/ROCm/rocm-libraries",
-        "repo_tag": "hip"
+        "closest_github_tag": "hip"
     },
     {
         "github_repo_link": "https://github.com/ROCm/MIOpen",
         "repo_name": "MIOpen",
         "repo_description": "[DEPRECATED] Moved to ROCm/rocm-libraries repo",
-        "homepage_link": "https://github.com/ROCm/rocm-libraries",
+        "homepage_link": "https://github.com/ROCm/rocm-libraries"
     },
     {
         "github_repo_link": "https://github.com/Reference-LAPACK/lapack",
         "repo_name": "lapack",
         "repo_description": "LAPACK development repository",
-        "repo_tags": [
-            "blas",
-            "eigenvalues",
-            "eigenvectors",
-            "lapack",
-            "lapacke",
-            "linear-algebra",
-            "linear-equations",
-            "matrix-factorization",
-            "singular-values",
-            "svd"
-        ]
+        "closest_github_tag": "linear-algebra"
     },
     {
         "github_repo_link": "https://github.com/ccache/ccache",
         "repo_name": "ccache",
         "repo_description": "ccache – a fast compiler cache",
         "homepage_link": "https://ccache.dev",
-        "repo_tags": [
-            "c",
-            "c-plus-plus",
-            "cache",
-            "ccache",
-            "clang",
-            "compiler",
-            "cplusplus",
-            "cpp",
-            "gcc",
-            "msvc"
-        ],
+        "closest_github_tag": "compiler",
         "category": "compiler"
     },
     {
@@ -1005,25 +787,7 @@
         "repo_name": "omnitrace",
         "repo_description": "Omnitrace: Application Profiling, Tracing, and Analysis",
         "homepage_link": "https://rocm.docs.amd.com/projects/omnitrace/en/docs-6.2.4/",
-        "repo_tags": [
-            "binary-instrumentation",
-            "code-coverage",
-            "cpu-profiler",
-            "dynamic-instrumentation",
-            "gpu-profiler",
-            "hardware-counters",
-            "instrumentation-profiler",
-            "linux",
-            "performance-analysis",
-            "performance-metrics",
-            "performance-monitoring",
-            "profiler",
-            "profiling",
-            "python",
-            "python-profiler",
-            "sampling-profiler",
-            "tracing"
-        ]
+        "closest_github_tag": "performance-analysis"
     },
     {
         "github_repo_link": "https://github.com/KhronosGroup/OpenCL-SDK",
@@ -1035,14 +799,14 @@
         "repo_name": "synthetic-data-kit",
         "repo_description": "Tool for generating high quality Synthetic datasets",
         "homepage_link": "https://pypi.org/project/synthetic-data-kit/",
-        "repo_tag": "generation"
+        "closest_github_tag": "generation"
     },
     {
         "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_tag": "unsloth"
+        "closest_github_tag": "unsloth"
     },
     {
         "github_repo_link": "https://github.com/KhronosGroup/Vulkan-Docs",
@@ -1059,7 +823,7 @@
         "repo_name": "Wan2.2",
         "repo_description": "Wan: Open and Advanced Large-Scale Video Generative Models",
         "homepage_link": "https://wan.video",
-        "repo_tag": "video-generation"
+        "closest_github_tag": "video-generation"
     },
     {
         "github_repo_link": "https://github.com/AMD-AGI/Primus-Turbo",

README.md

@@ -4,7 +4,4 @@ language:
 pretty_name: PyTorch Conference 2025 GitHub Repos
 ---
 # PyTorch Conference 2025 GitHub Repos
-I created a list of every GitHub repo mentioned during PyTorch Conference 2025 and Open Source AI Week.  
-
-# AI Generated Content!
-The fields `repo_description`, `homepage_link` and `repo_tags` come from AI generated code.
+I created a list of every GitHub repo mentioned during PyTorch Conference 2025 and Open Source AI Week.