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
- 76.9k
- New this week
- 2k
- Nobody on it yet
- 59.1k
- Average difficulty
- 3.8/5
What this list is like
- Average annotated difficulty: 3.8/5 across 79,604 issues.
- 11% of 79,604 time estimates are one day or less.
Updated Nov 13, 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
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reference: CumSum and Sum produce wrong float16 results while the true values are representableOpen
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 70/100
InfiniteZeroFoundation/DevNet#344 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 85/100
tenstorrent/vllm-tt-plugin#304 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
traceopt-ai/traceml#644 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 82/100
traceopt-ai/traceml#643 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
traceopt-ai/traceml#628 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
Maintainers usually reply within 3 days
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Difficulty 2/5 1-3 hours Newbie friendliness 70/100
Maintainers usually reply within 1 day
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[BUG] Sending a non-contiguous torch tensor fails in safetensors (e.g. channels_last conv weights)Open
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
Maintainers usually reply within 1 day
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
roboflow/supervision#2971 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 74/100
huggingface/trl#8296 ·
Maintainers usually reply within 2 days
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ci-automation
Difficulty 2/5 1-3 hours Newbie friendliness 71/100
tinaudio/synth-setter#3775 ·
Maintainers usually reply within 1 day
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[Bug]: `traceml view`, `inspect` and `compare` print a traceback and "failed" when piped into `head`Open
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
traceopt-ai/traceml#623 ·
Maintainers usually reply within 1 day
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platform scope: inference scope: training
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
hao-ai-lab/FastVideo#2096 · 4 comments · 1 reaction ·
Maintainers usually reply within 2 days
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security
Difficulty 1/5 Under an hour Newbie friendliness 75/100
Maintainers usually reply within 1 day
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backend::trtllm bug language::python multimodal
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
Maintainers usually reply within 1 day
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area:eval bug difficulty:2
Difficulty 2/5 1-3 hours Newbie friendliness 62/100
MakazhanAlpamys/Soup#2795 · 1 comment ·
Maintainers usually reply within 1 day
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 68/100
open-webui/open-webui#34278 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 78/100
kijai/ComfyUI-WanVideoWrapper#2060 ·
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Move IOBench configsOpen
Difficulty 2/5 1-3 hours Newbie friendliness 69/100
Maintainers usually reply within 1 day
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bot-triaged enhancement module: error checking module: interpolation module: windows triaged
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
Maintainers usually reply within 1 day
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needs-acceptance wg/router-models-inference-runtime
Difficulty 2/5 1-3 hours Newbie friendliness 83/100
vllm-project/semantic-router#6367 · 1 comment ·
Maintainers usually reply within 1 day
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agent-authored area/evals good first issue help wanted layer/8-outputs type/feature
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
OpenFrontierLabs/openfrontier#26 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
NVIDIA/hyperflare-inference#268 ·
Maintainers usually reply within 1 day
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[Feature]:Openfeature request
Difficulty 1/5 Under an hour Newbie friendliness 78/100
vllm-project/vllm#67170 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
Maintainers usually reply within 1 day
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bug tensorclass
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
pytorch/tensordict#3752 ·
Maintainers usually reply within 1 day
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bug persistent store
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
pytorch/tensordict#3751 ·
Maintainers usually reply within 1 day
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bug persistent
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
pytorch/tensordict#3749 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
Comfy-Org/comfy-kitchen#339 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 82/100
aws/sagemaker-python-sdk#6577 ·
Maintainers usually reply within 1 day
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
tensorcircuit/tensorcircuit-ng#259 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 74/100
sgl-project/sglang-omni#3875 ·
Maintainers usually reply within 1 day
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bug triaged
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
pytorch/tensordict#3714 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 80/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
microsoft/onnxscript#3200 ·
Maintainers usually reply within 2 days
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area: benchmarks good first issue help wanted
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
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area: benchmarks good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
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area: cli area: formats good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 92/100
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area: cli good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
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area: benchmarks good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 90/100
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Difficulty 2/5 1-3 hours Newbie friendliness 79/100
NVIDIA/nvImageCodec#65 · 1 comment ·
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area: compression good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
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[BUG] consolidate(filename=f, inplace=True) raises a TypeError on a tensordict with device="cpu"Openbug memmap triaged
Difficulty 2/5 1-3 hours Newbie friendliness 77/100
pytorch/tensordict#3698 · 1 comment ·
Maintainers usually reply within 1 day
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COCO crowd annotations (iscrowd=1) are counted as ground truth, lowering detection recall and APOpen
Difficulty 2/5 1-3 hours Newbie friendliness 75/100
JdeRobot/PerceptionMetrics#681 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 67/100
huggingface/speech-to-speech#823 ·
Maintainers usually reply within 2 days
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bot-triaged oncall: cpu inductor
Difficulty 2/5 1-3 hours Newbie friendliness 73/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
traceopt-ai/traceml#612 ·
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 23% of outside contributors' pull requests
- pytorch/pytorch — merges 0% of outside contributors' pull requests
- vllm-project/vllm — merges 13% of outside contributors' pull requests
- ray-project/ray — merges 40% of outside contributors' pull requests
- Anjok07/ultimatevocalremovergui
Related pages
Questions
- How many PyTorch issues are open here?
- 76,934 open issues: 1,970 opened in the last seven days, and 59,098 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.