Cleaned homepage_link formatting. Updated DeepSpeed. Added missing Vulkan repos

PyTorchConference2025_GithubRepos.json

@@ -4,7 +4,7 @@
     "repo_link": "https://github.com/block/goose",
     "category": "agent",
     "github_about_section": "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/",
+    "homepage_link": "https://block.github.io/goose",
     "github_topic_closest_fit": "mcp"
   },
   {
@@ -28,7 +28,7 @@
     "repo_link": "https://github.com/ScalingIntelligence/KernelBench",
     "category": "benchmark",
     "github_about_section": "KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA problems",
-    "homepage_link": "https://scalingintelligence.stanford.edu/blogs/kernelbench/",
+    "homepage_link": "https://scalingintelligence.stanford.edu/blogs/kernelbench",
     "github_topic_closest_fit": "benchmark"
   },
   {
@@ -36,7 +36,7 @@
     "repo_link": "https://github.com/SWE-bench/SWE-bench",
     "category": "benchmark",
     "github_about_section": "SWE-bench: Can Language Models Resolve Real-world Github Issues?",
-    "homepage_link": "https://www.swebench.com",
+    "homepage_link": "https://swebench.com",
     "github_topic_closest_fit": "benchmark"
   },
   {
@@ -44,7 +44,7 @@
     "repo_link": "https://github.com/laude-institute/terminal-bench",
     "category": "benchmark",
     "github_about_section": "A benchmark for LLMs on complicated tasks in the terminal",
-    "homepage_link": "https://www.tbench.ai",
+    "homepage_link": "https://tbench.ai",
     "github_topic_closest_fit": "benchmark"
   },
   {
@@ -52,6 +52,7 @@
     "repo_link": "https://github.com/thunlp/TritonBench",
     "category": "benchmark",
     "github_about_section": "TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators",
+    "homepage_link": "https://arxiv.org/abs/2502.14752",
     "github_topic_closest_fit": "benchmark"
   },
   {
@@ -73,7 +74,7 @@
     "repo_link": "https://github.com/AMD-AGI/hipBLASLt",
     "category": "Basic Linear Algebra Subprograms (BLAS)",
     "github_about_section": "hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditional BLAS library",
-    "homepage_link": "https://rocm.docs.amd.com/projects/hipBLASLt/en/latest/index.html",
+    "homepage_link": "https://rocm.docs.amd.com/projects/hipBLASLt",
     "github_topic_closest_fit": "matrix-multiplication"
   },
   {
@@ -119,7 +120,7 @@
     "repo_link": "https://github.com/NVIDIA/cuda-python",
     "category": "CUDA / OpenCL",
     "github_about_section": "CUDA Python: Performance meets Productivity",
-    "homepage_link": "https://nvidia.github.io/cuda-python/"
+    "homepage_link": "https://nvidia.github.io/cuda-python"
   },
   {
     "repo_name": "OpenCL-SDK",
@@ -155,7 +156,7 @@
     "repo_link": "https://github.com/vosen/ZLUDA",
     "category": "CUDA / OpenCL",
     "github_about_section": "CUDA on non-NVIDIA GPUs",
-    "homepage_link": "https://vosen.github.io/ZLUDA/",
+    "homepage_link": "https://vosen.github.io/ZLUDA",
     "github_topic_closest_fit": "cuda"
   },
   {
@@ -171,7 +172,7 @@
     "repo_link": "https://github.com/mistralai/mistral-inference",
     "category": "inference engine",
     "github_about_section": "Official inference library for Mistral models",
-    "homepage_link": "https://mistral.ai/",
+    "homepage_link": "https://mistral.ai",
     "github_topic_closest_fit": "llm-inference"
   },
   {
@@ -322,7 +323,7 @@
     "repo_link": "https://github.com/triton-lang/triton",
     "category": "parallel computing dsl",
     "github_about_section": "Development repository for the Triton language and compiler",
-    "homepage_link": "https://triton-lang.org/",
+    "homepage_link": "https://triton-lang.org",
     "github_topic_closest_fit": "parallel-programming"
   },
   {
@@ -353,7 +354,7 @@
     "repo_link": "https://github.com/ROCm/omnitrace",
     "category": "performance testing",
     "github_about_section": "Omnitrace: Application Profiling, Tracing, and Analysis",
-    "homepage_link": "https://rocm.docs.amd.com/projects/omnitrace/en/docs-6.2.4",
+    "homepage_link": "https://rocm.docs.amd.com/projects/omnitrace",
     "github_topic_closest_fit": "profiling"
   },
   {
@@ -385,7 +386,7 @@
     "repo_link": "https://github.com/elastic/elasticsearch",
     "category": "search engine",
     "github_about_section": "Free and Open Source, Distributed, RESTful Search Engine",
-    "homepage_link": "https://www.elastic.co/products/elasticsearch",
+    "homepage_link": "https://elastic.co/products/elasticsearch",
     "github_topic_closest_fit": "search-engine"
   },
   {
@@ -393,7 +394,7 @@
     "repo_link": "https://github.com/jupyterlab/jupyterlab",
     "category": "user interface",
     "github_about_section": "JupyterLab computational environment.",
-    "homepage_link": "https://jupyterlab.readthedocs.io/",
+    "homepage_link": "https://jupyterlab.readthedocs.io",
     "github_topic_closest_fit": "jupyter"
   },
   {
@@ -424,7 +425,7 @@
     "repo_name": "ao",
     "repo_link": "https://github.com/pytorch/ao",
     "github_about_section": "PyTorch native quantization and sparsity for training and inference",
-    "homepage_link": "https://pytorch.org/ao/stable/index.html",
+    "homepage_link": "https://pytorch.org/ao",
     "github_topic_closest_fit": "quantization"
   },
   {
@@ -444,14 +445,14 @@
     "repo_name": "ComfyUI",
     "repo_link": "https://github.com/comfyanonymous/ComfyUI",
     "github_about_section": "The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.",
-    "homepage_link": "https://www.comfy.org/",
+    "homepage_link": "https://comfy.org",
     "github_topic_closest_fit": "stable-diffusion"
   },
   {
     "repo_name": "composable_kernel",
     "repo_link": "https://github.com/ROCm/composable_kernel",
     "github_about_section": "Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators",
-    "homepage_link": "https://rocm.docs.amd.com/projects/composable_kernel/en/latest/"
+    "homepage_link": "https://rocm.docs.amd.com/projects/composable_kernel"
   },
   {
     "repo_name": "cudnn-frontend",
@@ -466,9 +467,10 @@
   {
     "repo_name": "DeepSpeed",
     "repo_link": "https://github.com/deepspeedai/DeepSpeed",
+    "category": "training framework",
     "github_about_section": "DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.",
-    "homepage_link": "https://www.deepspeed.ai/",
-    "github_topic_closest_fit": "gpu"
+    "homepage_link": "https://deepspeed.ai",
+    "github_topic_closest_fit": "gpu-acceleration"
   },
   {
     "repo_name": "dstack",
@@ -488,7 +490,7 @@
     "repo_name": "FTorch",
     "repo_link": "https://github.com/Cambridge-ICCS/FTorch",
     "github_about_section": "A library for directly calling PyTorch ML models from Fortran.",
-    "homepage_link": "https://cambridge-iccs.github.io/FTorch/",
+    "homepage_link": "https://cambridge-iccs.github.io/FTorch",
     "github_topic_closest_fit": "machine-learning"
   },
   {
@@ -507,7 +509,7 @@
     "repo_name": "hip",
     "repo_link": "https://github.com/ROCm/hip",
     "github_about_section": "HIP: C++ Heterogeneous-Compute Interface for Portability",
-    "homepage_link": "https://rocmdocs.amd.com/projects/HIP/",
+    "homepage_link": "https://rocmdocs.amd.com/projects/HIP",
     "github_topic_closest_fit": "hip"
   },
   {
@@ -544,7 +546,7 @@
     "repo_name": "letta",
     "repo_link": "https://github.com/letta-ai/letta",
     "github_about_section": "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/",
+    "homepage_link": "https://docs.letta.com",
     "github_topic_closest_fit": "ai-agents"
   },
   {
@@ -556,7 +558,7 @@
     "repo_name": "LMCache",
     "repo_link": "https://github.com/LMCache/LMCache",
     "github_about_section": "Supercharge Your LLM with the Fastest KV Cache Layer",
-    "homepage_link": "https://lmcache.ai/",
+    "homepage_link": "https://lmcache.ai",
     "github_topic_closest_fit": "inference"
   },
   {
@@ -593,7 +595,7 @@
     "repo_name": "modular",
     "repo_link": "https://github.com/modular/modular",
     "github_about_section": "The Modular Platform (includes MAX & Mojo)",
-    "homepage_link": "https://docs.modular.com/",
+    "homepage_link": "https://docs.modular.com",
     "github_topic_closest_fit": "mojo"
   },
   {
@@ -606,7 +608,7 @@
     "repo_name": "Mooncake",
     "repo_link": "https://github.com/kvcache-ai/Mooncake",
     "github_about_section": "Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.",
-    "homepage_link": "https://kvcache-ai.github.io/Mooncake/",
+    "homepage_link": "https://kvcache-ai.github.io/Mooncake",
     "github_topic_closest_fit": "inference"
   },
   {
@@ -628,14 +630,14 @@
     "repo_name": "ome",
     "repo_link": "https://github.com/sgl-project/ome",
     "github_about_section": "OME is a Kubernetes operator for enterprise-grade management and serving of Large Language Models (LLMs)",
-    "homepage_link": "http://docs.sglang.ai/ome/",
+    "homepage_link": "http://docs.sglang.ai/ome",
     "github_topic_closest_fit": "k8s"
   },
   {
     "repo_name": "ondemand",
     "repo_link": "https://github.com/OSC/ondemand",
     "github_about_section": "Supercomputing. Seamlessly. Open, Interactive HPC Via the Web",
-    "homepage_link": "https://openondemand.org/",
+    "homepage_link": "https://openondemand.org",
     "github_topic_closest_fit": "hpc"
   },
   {
@@ -670,7 +672,7 @@
     "repo_name": "pybind11",
     "repo_link": "https://github.com/pybind/pybind11",
     "github_about_section": "Seamless operability between C++11 and Python",
-    "homepage_link": "https://pybind11.readthedocs.io/",
+    "homepage_link": "https://pybind11.readthedocs.io",
     "github_topic_closest_fit": "bindings"
   },
   {
@@ -754,7 +756,7 @@
     "repo_name": "spark",
     "repo_link": "https://github.com/apache/spark",
     "github_about_section": "Apache Spark - A unified analytics engine for large-scale data processing",
-    "homepage_link": "https://spark.apache.org/",
+    "homepage_link": "https://spark.apache.org",
     "github_topic_closest_fit": "big-data"
   },
   {
@@ -766,13 +768,13 @@
     "repo_name": "streamv2v",
     "repo_link": "https://github.com/Jeff-LiangF/streamv2v",
     "github_about_section": "Official Pytorch implementation of StreamV2V.",
-    "homepage_link": "https://jeff-liangf.github.io/projects/streamv2v/"
+    "homepage_link": "https://jeff-liangf.github.io/projects/streamv2v"
   },
   {
     "repo_name": "synthetic-data-kit",
     "repo_link": "https://github.com/meta-llama/synthetic-data-kit",
     "github_about_section": "Tool for generating high quality Synthetic datasets",
-    "homepage_link": "https://pypi.org/project/synthetic-data-kit/",
+    "homepage_link": "https://pypi.org/project/synthetic-data-kit",
     "github_topic_closest_fit": "generation"
   },
   {
@@ -812,7 +814,7 @@
     "repo_name": "Triton-distributed",
     "repo_link": "https://github.com/ByteDance-Seed/Triton-distributed",
     "github_about_section": "Distributed Compiler based on Triton for Parallel Systems",
-    "homepage_link": "https://triton-distributed.readthedocs.io/en/latest"
+    "homepage_link": "https://triton-distributed.readthedocs.io"
   },
   {
     "repo_name": "triton-runner",
@@ -825,7 +827,7 @@
     "repo_name": "tritonparse",
     "repo_link": "https://github.com/meta-pytorch/tritonparse",
     "github_about_section": "TritonParse: A Compiler Tracer, Visualizer, and Reproducer for Triton Kernels",
-    "homepage_link": "https://meta-pytorch.org/tritonparse/",
+    "homepage_link": "https://meta-pytorch.org/tritonparse",
     "github_topic_closest_fit": "triton"
   },
   {
@@ -851,12 +853,31 @@
     "repo_name": "verl",
     "repo_link": "https://github.com/volcengine/verl",
     "github_about_section": "verl: Volcano Engine Reinforcement Learning for LLMs",
-    "homepage_link": "https://verl.readthedocs.io/en/latest/index.html"
+    "homepage_link": "https://verl.readthedocs.io"
+  },
+  {
+    "repo_name": "Vulkan-Hpp",
+    "repo_link": "https://github.com/KhronosGroup/Vulkan-Hpp",
+    "category": "graphics api",
+    "github_about_section": "Open-Source Vulkan C++ API",
+    "homepage_link": "https://vulkan.org",
+    "github_topic_closest_fit": "vulkan"
+  },
+  {
+    "repo_name": "Vulkan-Tools",
+    "repo_link": "https://github.com/KhronosGroup/Vulkan-Tools",
+    "category": "graphics api",
+    "github_about_section": "Vulkan Development Tools",
+    "homepage_link": "https://vulkan.org",
+    "github_topic_closest_fit": "vulkan"
   },
   {
     "repo_name": "Vulkan-Docs",
     "repo_link": "https://github.com/KhronosGroup/Vulkan-Docs",
-    "github_about_section": "The Vulkan API Specification and related tools"
+    "category": "graphics api",
+    "github_about_section": "The Vulkan API Specification and related tools",
+    "homepage_link": "https://vulkan.org",
+    "github_topic_closest_fit": "vulkan"
   },
   {
     "repo_name": "Wan2.2",