Curated issues
PyTorch Good First Issues for Python
Python issues that involve PyTorch: the project is tagged with it, or the issue itself is about it.
PyTorch
- Open issues
- 63.1k
- New this week
- 1.1k
- Nobody on it yet
- 57.5k
- Average difficulty
- 3.9/5
What this list is like
- Average annotated difficulty: 3.9/5 across 58,470 issues.
- 8% of 58,470 time estimates are one day or less.
Updated Sep 29, 2026.
About PyTorch
PyTorch is a machine learning framework for Python, first released by Facebook's AI research lab in 2016. It builds neural networks from tensors with automatic differentiation, and is now governed by the PyTorch Foundation.
Issues somebody may already be working on are listed last. List everything by date
-
bug
Difficulty 1/5 1-3 hours Newbie friendliness 88/100
isl-org/Open3D#7585 · 1 comment ·
Maintainers usually reply within 2 days
-
Qwen3_5MoeModel no longer returns router_logits, breaking aux loss with output_router_logits=TrueOpen
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
huggingface/transformers#49172 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
vllm-project/vllm-metal#885 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
Maintainers usually reply within 1 day
-
`mean_average_precision`: float64 inputs miss the recall thresholds 0.1, 0.2, 0.3, 0.4, 0.6 and 0.8Open
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
kornia/kornia#5083 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
Maintainers usually reply within 1 day
-
bug segment
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
ultralytics/ultralytics#26409 · 2 comments ·
Maintainers usually reply within 1 day
-
deepseek
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
vllm-project/vllm#59078 ·
Maintainers usually reply within 1 day
-
PLY point-cloud I/O rejects pathlib.Path, unlike kornia.io (save/load_pointcloud_ply*, TypeError)Open
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
Maintainers usually reply within 1 day
-
delete_adapter skips adapter layers whose module name contains the tuner prefix (e.g. lora_foobar)Open
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
huggingface/peft#3835 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
huggingface/accelerate#4353 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
apple/coreai-optimization#124 · 1 comment ·
Maintainers usually reply within 2 days
-
bug
Difficulty 1/5 1-3 hours Newbie friendliness 88/100
Maintainers usually reply within 2 days
-
bug glm rocm
Difficulty 2/5 Half a day Newbie friendliness 74/100
vllm-project/vllm#59027 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
meta-pytorch/captum#1938 ·
-
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
Project-MONAI/MONAI#9135 ·
Maintainers usually reply within 3 days
-
bot-triaged module: correctness (silent) module: floatx (formerly float8) triaged
Difficulty 2/5 1-3 hours Newbie friendliness 85/100
Maintainers usually reply within 1 day
-
Difficulty 1/5 Under an hour Newbie friendliness 90/100
Maintainers usually reply within 1 day
-
? - Needs Triage bug
Difficulty 1/5 Under an hour Newbie friendliness 92/100
NVIDIA/physicsnemo#2021 ·
Maintainers usually reply within 1 day
-
? - Needs Triage bug
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
NVIDIA/physicsnemo#2020 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
Maintainers usually reply within 1 day
-
bug
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
Maintainers usually reply within 1 day
-
Difficulty 1/5 Under an hour Newbie friendliness 88/100
vllm-project/vllm#58971 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
vllm-project/vllm#58970 ·
Maintainers usually reply within 1 day
-
accepted bug wg/router-models-inference-runtime
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
vllm-project/semantic-router#4303 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 68/100
huggingface/transformers#49144 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
huggingface/datasets#8702 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
huggingface/diffusers#14888 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 74/100
microsoft/hummingbird#815 ·
-
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
sgl-project/sglang#41482 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
huggingface/diffusers#14881 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
EleutherAI/lm-evaluation-harness#4256 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
huggingface/peft#3825 · 1 comment ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
-
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
-
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
-
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
sdatkinson/NeuralAmpModelerCore#342 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
Maintainers usually reply within 1 day
-
bug ci-failure high priority
Difficulty 1/5 Under an hour Newbie friendliness 88/100
vllm-project/vllm-omni#8194 · 1 comment ·
Maintainers usually reply within 1 day
-
bug
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
sktime/sktime#11310 · 1 comment ·
Maintainers usually reply within 1 day
-
`ImageSequential` and `kornia.core.ImageModule` copy every forward output to the CPU for `show()`Open
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
Maintainers usually reply within 1 day
-
Difficulty 1/5 Under an hour Newbie friendliness 88/100
modelscope/FunASR#3730 · 2 comments ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
deepchem/deepchem#5157 · 1 comment ·
Maintainers usually reply within 7 days
-
Difficulty 2/5 1-3 hours Newbie friendliness 90/100
-
bug Inference runtime
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
NVIDIA/TensorRT-LLM#19635 ·
Maintainers usually reply within 1 day
-
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
lanpa/tensorboardX#782 ·
-
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
vllm-project/vllm#58728 · 2 comments ·
Maintainers usually reply within 1 day
Showing the newest 100
This page lists what was indexed most recently. Advanced filter has the whole inventory, narrowed by language, difficulty and how long a task takes.
Projects with the most open issues here
- Comfy-Org/ComfyUI — merges 25% of outside contributors' pull requests
- pytorch/pytorch — merges 0% of outside contributors' pull requests
- ray-project/ray — merges 39% of outside contributors' pull requests
- vllm-project/vllm — merges 16% of outside contributors' pull requests
- isl-org/Open3D — merges 4% of outside contributors' pull requests
Related pages
Questions
- How many PyTorch issues are open here?
- 63,077 open issues: 1,116 opened in the last seven days, and 57,467 with nobody working on them yet. We count them once a day.
- Where do I start?
- Pick an issue marked beginner-friendly, read the project's contributing guide and comment before you begin. The contributor guide walks through it, from choosing an issue to your first pull request.
- Can you pick one for me?
- Yes: sign in with GitHub and Your next issue shows one open issue nobody has claimed, matched to your languages, your time and the difficulty you want.