Datasets:

TylerHilbert
/

PyTorchConference2025_GithubRepos

repo_name stringlengths 2 29	repo_link stringlengths 27 60	category stringlengths 3 39 ⌀	github_about_section stringlengths 10 415 ⌀	homepage_link stringlengths 14 93 ⌀	github_topic_closest_fit stringlengths 3 28 ⌀	contributors_all int64 1 6.68k ⌀	contributors_2025 int64 0 2.38k ⌀	contributors_2024 int64 0 2.13k ⌀	contributors_2023 int64 0 1.92k ⌀
llvm-project	https://github.com/llvm/llvm-project	compiler	The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.	http://llvm.org	compiler	6,680	2,378	2,130	1,920
vllm	https://github.com/vllm-project/vllm	inference engine	A high-throughput and memory-efficient inference and serving engine for LLMs	https://docs.vllm.ai	inference	1,885	1,369	579	145
pytorch	https://github.com/pytorch/pytorch	machine learning framework	Tensors and Dynamic neural networks in Python with strong GPU acceleration	https://pytorch.org	machine-learning	5,434	1,187	1,090	1,024
transformers	https://github.com/huggingface/transformers	model-definition framework	Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.	https://huggingface.co/transformers	machine-learning	3,582	860	769	758
sglang	https://github.com/sgl-project/sglang	inference engine	SGLang is a fast serving framework for large language models and vision language models.	https://docs.sglang.ai	inference	937	796	189	1
hhvm	https://github.com/facebook/hhvm	virtual machine	A virtual machine for executing programs written in Hack.	https://hhvm.com	virtual-machine	2,624	692	648	604
llama.cpp	https://github.com/ggml-org/llama.cpp	inference engine	LLM inference in C/C++	https://ggml.ai	inference	1,374	535	575	461
kubernetes	https://github.com/kubernetes/kubernetes	container orchestration	Production-Grade Container Scheduling and Management	https://kubernetes.io	kubernetes	5,041	509	498	565
tensorflow	https://github.com/tensorflow/tensorflow	machine learning framework	An Open Source Machine Learning Framework for Everyone	https://tensorflow.org	machine-learning	4,618	500	523	630
verl	https://github.com/volcengine/verl	reinforcement learning	verl: Volcano Engine Reinforcement Learning for LLMs	https://verl.readthedocs.io	deep-reinforcement-learning	462	454	10	0
rocm-systems	https://github.com/ROCm/rocm-systems	null	super repo for rocm systems projects	null	null	1,032	440	323	204
ray	https://github.com/ray-project/ray	null	Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.	https://ray.io	null	1,381	397	223	230
spark	https://github.com/apache/spark	null	Apache Spark - A unified analytics engine for large-scale data processing	https://spark.apache.org	big-data	3,083	322	300	336
goose	https://github.com/block/goose	agent	an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM	https://block.github.io/goose	ai-agents	332	319	32	0
elasticsearch	https://github.com/elastic/elasticsearch	search engine	Free and Open Source, Distributed, RESTful Search Engine	https://elastic.co/products/elasticsearch	search-engine	2,297	316	284	270
jax	https://github.com/jax-ml/jax	scientific computing	Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more	https://docs.jax.dev	scientific-computing	997	312	280	202
modelcontextprotocol	https://github.com/modelcontextprotocol/modelcontextprotocol	mcp	Specification and documentation for the Model Context Protocol	https://modelcontextprotocol.io	mcp	327	298	42	0
executorch	https://github.com/pytorch/executorch	model compiler	On-device AI across mobile, embedded and edge for PyTorch	https://executorch.ai	null	437	267	243	77
numpy	https://github.com/numpy/numpy	scientific computing	The fundamental package for scientific computing with Python.	https://numpy.org	scientific-computing	2,172	235	233	252
triton	https://github.com/triton-lang/triton	parallel computing dsl	Development repository for the Triton language and compiler	https://triton-lang.org	parallel-programming	522	233	206	159
modular	https://github.com/modular/modular	parallel computing	The Modular Platform (includes MAX & Mojo)	https://docs.modular.com	parallel-programming	366	222	205	99
scipy	https://github.com/scipy/scipy	scientific computing	SciPy library main repository	https://scipy.org	scientific-computing	1,973	210	251	245
ollama	https://github.com/ollama/ollama	inference engine	Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.	https://ollama.com	inference	574	202	314	97
trl	https://github.com/huggingface/trl	null	Train transformer language models with reinforcement learning.	http://hf.co/docs/trl	null	433	189	154	122
flashinfer	https://github.com/flashinfer-ai/flashinfer	gpu kernels	FlashInfer: Kernel Library for LLM Serving	https://flashinfer.ai	attention	205	158	50	11
aiter	https://github.com/ROCm/aiter	null	AI Tensor Engine for ROCm	https://rocm.blogs.amd.com/software-tools-optimization/aiter-ai-tensor-engine/README.html	null	151	145	10	0
LMCache	https://github.com/LMCache/LMCache	null	Supercharge Your LLM with the Fastest KV Cache Layer	https://lmcache.ai	null	152	144	18	0
composable_kernel	https://github.com/ROCm/composable_kernel	gpu kernels	Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators	https://rocm.docs.amd.com/projects/composable_kernel	null	190	140	58	33
Mooncake	https://github.com/kvcache-ai/Mooncake	null	Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.	https://kvcache-ai.github.io/Mooncake	inference	138	133	13	0
torchtitan	https://github.com/pytorch/torchtitan	null	A PyTorch native platform for training generative AI models	null	null	145	119	43	1
ao	https://github.com/pytorch/ao	null	PyTorch native quantization and sparsity for training and inference	https://pytorch.org/ao	quantization	178	114	100	5
lean4	https://github.com/leanprover/lean4	theorem prover	Lean 4 programming language and theorem prover	https://lean-lang.org	lean	278	110	85	64
ComfyUI	https://github.com/comfyanonymous/ComfyUI	user interface	The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.	https://comfy.org	stable-diffusion	278	108	119	94
unsloth	https://github.com/unslothai/unsloth	fine tuning	Fine-tuning & Reinforcement Learning for LLMs. Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.	https://docs.unsloth.ai	fine-tuning	127	102	27	3
burn	https://github.com/tracel-ai/burn	null	Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.	https://burn.dev	null	237	99	104	62
accelerate	https://github.com/huggingface/accelerate	null	A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support.	https://huggingface.co/docs/accelerate	null	392	97	124	149
terminal-bench	https://github.com/laude-institute/terminal-bench	benchmark	A benchmark for LLMs on complicated tasks in the terminal	https://tbench.ai	benchmark	96	96	0	0
DeepSpeed	https://github.com/deepspeedai/DeepSpeed	null	DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.	https://deepspeed.ai	null	442	96	134	165
milvus	https://github.com/milvus-io/milvus	vector database	Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search	https://milvus.io	vector-search	387	95	84	72
cutlass	https://github.com/NVIDIA/cutlass	parallel computing	CUDA Templates and Python DSLs for High-Performance Linear Algebra	https://docs.nvidia.com/cutlass/index.html	parallel-programming	238	94	64	66
tilelang	https://github.com/tile-ai/tilelang	parallel computing dsl	Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels	https://tilelang.com	parallel-programming	90	89	1	0
monarch	https://github.com/meta-pytorch/monarch	null	PyTorch Single Controller	https://meta-pytorch.org/monarch	null	85	85	0	0
Liger-Kernel	https://github.com/linkedin/Liger-Kernel	kernel examples	Efficient Triton Kernels for LLM Training	https://openreview.net/pdf?id=36SjAIT42G	triton	120	78	61	0
nixl	https://github.com/ai-dynamo/nixl	null	NVIDIA Inference Xfer Library (NIXL)	null	null	78	78	0	0
jupyterlab	https://github.com/jupyterlab/jupyterlab	user interface	JupyterLab computational environment.	https://jupyterlab.readthedocs.io	jupyter	698	77	85	100
hipBLASLt	https://github.com/AMD-AGI/hipBLASLt	Basic Linear Algebra Subprograms (BLAS)	hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditional BLAS library	https://rocm.docs.amd.com/projects/hipBLASLt	matrix-multiplication	111	69	70	35
peft	https://github.com/huggingface/peft	null	PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.	https://huggingface.co/docs/peft	lora	272	69	111	115
ROCm	https://github.com/ROCm/ROCm	null	AMD ROCm Software - GitHub Home	https://rocm.docs.amd.com	null	166	67	61	44
mcp-agent	https://github.com/lastmile-ai/mcp-agent	mcp	Build effective agents using Model Context Protocol and simple workflow patterns	null	mcp	63	63	1	0
rdma-core	https://github.com/linux-rdma/rdma-core	null	RDMA core userspace libraries and daemons	null	null	437	58	61	66
onnx	https://github.com/onnx/onnx	machine learning interoperability	Open standard for machine learning interoperability	https://onnx.ai	onnx	370	56	45	61
letta	https://github.com/letta-ai/letta	agent	Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time.	https://docs.letta.com	ai-agents	157	56	75	47
helion	https://github.com/pytorch/helion	parallel computing dsl	A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.	https://helionlang.com	parallel-programming	49	49	0	0
MIOpen	https://github.com/ROCm/MIOpen	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	204	47	62	44
hip	https://github.com/ROCm/hip	null	HIP: C++ Heterogeneous-Compute Interface for Portability	https://rocmdocs.amd.com/projects/HIP	null	288	46	31	25
openevolve	https://github.com/codelion/openevolve	null	Open-source implementation of AlphaEvolve	null	genetic-algorithm	46	46	0	0
lightning-thunder	https://github.com/Lightning-AI/lightning-thunder	null	PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily write your own.	null	null	76	44	47	29
truss	https://github.com/basetenlabs/truss	inference engine	The simplest way to serve AI/ML models in production	https://truss.baseten.co	inference	72	44	30	21
ondemand	https://github.com/OSC/ondemand	null	Supercomputing. Seamlessly. Open, Interactive HPC Via the Web	https://openondemand.org	hpc	117	43	23	21
pybind11	https://github.com/pybind/pybind11	null	Seamless operability between C++11 and Python	https://pybind11.readthedocs.io	bindings	404	43	45	42
cuda-python	https://github.com/NVIDIA/cuda-python	null	CUDA Python: Performance meets Productivity	https://nvidia.github.io/cuda-python	parallel-programming	48	41	12	1
warp	https://github.com/NVIDIA/warp	spatial computing	A Python framework for accelerated simulation, data generation and spatial computing.	https://nvidia.github.io/warp	physics-simulation	79	40	29	17
metaflow	https://github.com/Netflix/metaflow	null	Build, Manage and Deploy AI/ML Systems	https://metaflow.org	null	121	37	35	28
numba	https://github.com/numba/numba	null	NumPy aware dynamic Python compiler using LLVM	https://numba.pydata.org	null	430	36	32	55
SWE-bench	https://github.com/SWE-bench/SWE-bench	benchmark	SWE-bench: Can Language Models Resolve Real-world Github Issues?	https://swebench.com	benchmark	66	33	37	9
AdaptiveCpp	https://github.com/AdaptiveCpp/AdaptiveCpp	null	Compiler for multiple programming models (SYCL, C++ standard parallelism, HIP/CUDA) for CPUs and GPUs from all vendors: The independent, community-driven compiler for C++-based heterogeneous programming models. Lets applications adapt themselves to all the hardware in the system - even at runtime!	https://adaptivecpp.github.io	null	93	32	32	24
Triton-distributed	https://github.com/ByteDance-Seed/Triton-distributed	null	Distributed Compiler based on Triton for Parallel Systems	https://triton-distributed.readthedocs.io	null	30	30	0	0
ThunderKittens	https://github.com/HazyResearch/ThunderKittens	parallel computing	Tile primitives for speedy kernels	https://hazyresearch.stanford.edu/blog/2024-10-29-tk2	parallel-programming	34	29	13	0
dstack	https://github.com/dstackai/dstack	gpu provisioning and orchestration	dstack is an open-source control plane for running development, training, and inference jobs on GPUs-across hyperscalers, neoclouds, or on-prem.	https://dstack.ai	orchestration	69	28	42	14
ome	https://github.com/sgl-project/ome	null	OME is a Kubernetes operator for enterprise-grade management and serving of Large Language Models (LLMs)	http://docs.sglang.ai/ome	k8s	28	28	0	0
pocl	https://github.com/pocl/pocl	null	pocl - Portable Computing Language	https://portablecl.org	parallel-programming	166	26	27	21
server	https://github.com/triton-inference-server/server	null	The Triton Inference Server provides an optimized cloud and edge inferencing solution.	https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/index.html	inference	147	24	36	34
hipBLAS	https://github.com/ROCm/hipBLAS	Basic Linear Algebra Subprograms (BLAS)	[DEPRECATED] Moved to ROCm/rocm-libraries repo	null	matrix-multiplication	72	21	24	14
Vulkan-Hpp	https://github.com/KhronosGroup/Vulkan-Hpp	graphics api	Open-Source Vulkan C++ API	https://vulkan.org	vulkan	102	21	15	15
ccache	https://github.com/ccache/ccache	null	ccache - a fast compiler cache	https://ccache.dev	null	218	20	28	22
lapack	https://github.com/Reference-LAPACK/lapack	linear algebra	LAPACK is a library of Fortran subroutines for solving the most commonly occurring problems in numerical linear algebra.	https://netlib.org/lapack	linear-algebra	178	20	24	42
rocSOLVER	https://github.com/ROCm/rocSOLVER	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	59	20	23	15
Vulkan-Tools	https://github.com/KhronosGroup/Vulkan-Tools	graphics api	Vulkan Development Tools	https://vulkan.org	vulkan	248	20	24	24
rocSPARSE	https://github.com/ROCm/rocSPARSE	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	65	19	24	18
tflite-micro	https://github.com/tensorflow/tflite-micro	null	Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).	null	null	111	19	25	31
Vulkan-Docs	https://github.com/KhronosGroup/Vulkan-Docs	graphics api	The Vulkan API Specification and related tools	https://vulkan.org	vulkan	141	18	21	34
quack	https://github.com/Dao-AILab/quack	kernel examples	A Quirky Assortment of CuTe Kernels	null	null	17	17	0	0
oneDPL	https://github.com/uxlfoundation/oneDPL	null	oneAPI DPC++ Library (oneDPL)	https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/dpc-library.html	null	67	17	29	28
rocFFT	https://github.com/ROCm/rocFFT	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	81	17	20	19
KernelBench	https://github.com/ScalingIntelligence/KernelBench	benchmark	KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA problems	https://scalingintelligence.stanford.edu/blogs/kernelbench	benchmark	19	16	3	0
reference-kernels	https://github.com/gpu-mode/reference-kernels	kernel examples	Official Problem Sets / Reference Kernels for the GPU MODE Leaderboard!	https://gpumode.com	null	16	16	0	0
Tensile	https://github.com/ROCm/Tensile	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	137	16	25	22
synthetic-data-kit	https://github.com/meta-llama/synthetic-data-kit	synthetic data generation	Tool for generating high quality Synthetic datasets	https://pypi.org/project/synthetic-data-kit	synthetic-dataset-generation	15	15	0	0
tritonparse	https://github.com/meta-pytorch/tritonparse	null	TritonParse: A Compiler Tracer, Visualizer, and Reproducer for Triton Kernels	https://meta-pytorch.org/tritonparse	null	15	15	0	0
kernels	https://github.com/huggingface/kernels	gpu kernels	Load compute kernels from the Hub	null	null	15	14	2	0
Wan2.2	https://github.com/Wan-Video/Wan2.2	video generation	Wan: Open and Advanced Large-Scale Video Generative Models	https://wan.video	diffusion-models	14	14	0	0
SYCL-Docs	https://github.com/KhronosGroup/SYCL-Docs	null	SYCL Open Source Specification	https://khronos.org/sycl	parallel-programming	67	13	20	27
Primus-Turbo	https://github.com/AMD-AGI/Primus-Turbo	null	null	null	null	12	12	0	0
rocPRIM	https://github.com/ROCm/rocPRIM	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	76	12	28	15
flashinfer-bench	https://github.com/flashinfer-ai/flashinfer-bench	benchmark	Building the Virtuous Cycle for AI-driven LLM Systems	https://bench.flashinfer.ai	benchmark	12	11	0	0
FTorch	https://github.com/Cambridge-ICCS/FTorch	wrapper	A library for directly calling PyTorch ML models from Fortran.	https://cambridge-iccs.github.io/FTorch	machine-learning	20	11	8	9
TensorRT	https://github.com/NVIDIA/TensorRT	null	NVIDIA TensorRT is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.	https://developer.nvidia.com/tensorrt	null	104	10	18	19
TileIR	https://github.com/microsoft/TileIR	parallel computing dsl	TileIR (tile-ir) is a concise domain-specific IR designed to streamline the development of high-performance GPU/CPU kernels (e.g., GEMM, Dequant GEMM, FlashAttention, LinearAttention). By employing a Pythonic syntax with an underlying compiler infrastructure on top of TVM, TileIR allows developers to focus on productivity without sacrificing the low-level optimizations necessary for state-of-the-art performance.	null	parallel-programming	10	10	1	0
hipCUB	https://github.com/ROCm/hipCUB	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	54	10	19	13
rocRAND	https://github.com/ROCm/rocRAND	null	[DEPRECATED] Moved to ROCm/rocm-libraries repo	https://github.com/ROCm/rocm-libraries	null	85	10	32	26

End of preview. Expand in Data Studio

PyTorch Conference 2025 GitHub Repos

I created a list of every GitHub repo mentioned during PyTorch Conference 2025 and Open Source AI Week.

Downloads last month: 110

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Collection including TylerHilbert/PyTorchConference2025_GithubRepos

Software

Collection

Software (GitHub) datasets I've created • 4 items • Updated Dec 1, 2025