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mit-han-lab

7 indexed repositories · View on GitHub

torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circ...

Jupyter Notebook · 1668 stars
vlash
Real-Time VLAs via Future-state-aware Asynchronous Inference.

Python · 501 stars
KernelWiki

Python · 457 stars
ncu-report-skill

Python · 232 stars
fouroversix
Code for the papers: “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling” and “Adaptive Block-Scaled Data Types”

Python · 203 stars
lpd
[ICLR 2026 Oral] Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

Python · 104 stars
foreact
[CVPR 2026 Highlight] ForeAct: Steering Your VLA with Efficient Visual Foresight Planning

Python · 96 stars

Beginner friendly Everything

Open All

这个有没有 H100 的相关适配的 ncu-profile skill 呢？ Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/ncu-report-skill#3 · Opened Sep 7, 2026
Want to know more about Pingpang setting Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/vlash#25 · Opened Jul 23, 2026
Verify evals on Papers with Code Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

mit-han-lab/vlash#24 · Opened Jul 17, 2026
add knowledge？ Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/KernelWiki#4 · 1 comment · Opened Jul 4, 2026
Python package`torchquantum` is not compatible with Qiskit SDK v2 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#332 · 1 comment · Opened Jul 2, 2026
Inquiry regarding the release of the smolvla model weights Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/vlash#23 · Opened Jun 29, 2026
Request for releasing fine-tuned VLA weights Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

mit-han-lab/foreact#3 · Opened Jun 15, 2026
Release official NVFP4 4/6 checkpoints on Hugging Face Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/fouroversix#32 · Opened May 8, 2026
Difficulty Reproducing LIBERO Results (Table 1) Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mit-han-lab/vlash#22 · 5 comments · 1 reaction · Opened Apr 6, 2026
Question about state token in Pi0.5 VLASH Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/vlash#21 · Opened Mar 31, 2026
Clarification on LIBERO evaluation setup in ForeAct Open

Difficulty 1/5 Under an hour Newbie friendliness 30/100

mit-han-lab/foreact#1 · Opened Mar 31, 2026
Compatibility with GPTQ's `static_groups=True` Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/fouroversix#28 · Opened Mar 16, 2026
Question on inference setting Open

Difficulty 1/5 Under an hour Newbie friendliness 25/100

mit-han-lab/vlash#20 · Opened Feb 6, 2026
Libero fine‑tuning and evaluation for the SmolVLA policy Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/vlash#19 · Opened Jan 21, 2026
how to support multiple datasets Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/vlash#15 · 2 comments · Opened Jan 5, 2026
Checkpoints trained based on the lerobot repository Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/vlash#13 · 3 comments · Opened Dec 30, 2025
Question about how to distinguish obs and robot state in Kinetix Benchmark? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/vlash#12 · 3 comments · Opened Dec 26, 2025
how to support ee6d format? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/vlash#11 · Opened Dec 19, 2025
vlash on libero Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

mit-han-lab/vlash#10 · 9 comments · 1 reaction · Opened Dec 17, 2025
Question about the Kinetix evaluation Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/vlash#9 · 4 comments · Opened Dec 17, 2025
Questions about evaluation setting and delay time behavior Open

Difficulty 1/5 Under an hour Newbie friendliness 20/100

mit-han-lab/vlash#8 · 2 comments · Opened Dec 17, 2025
fine-tune Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/vlash#7 · 1 comment · Opened Dec 15, 2025
Question about fine-tuning. Open

Difficulty 1/5 Under an hour Newbie friendliness 20/100

mit-han-lab/vlash#3 · 7 comments · Opened Dec 4, 2025
how to prepare data? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mit-han-lab/vlash#2 · 3 comments · Opened Dec 4, 2025
Backwards compatibility with openpi Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/vlash#1 · 1 comment · Opened Dec 3, 2025
tq2qiskit returns same statevector before and after forward Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

mit-han-lab/torchquantum#310 · Opened Sep 18, 2025
Missing qiskit_plugin Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#309 · Opened Sep 11, 2025
mutex error on MacOs when using SetFit Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mit-han-lab/torchquantum#308 · Opened Sep 9, 2025
Missing "co-search" in QuantumNAS example implementation Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#307 · Opened Aug 29, 2025
Hadamard gate on multiple wires causes error Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

mit-han-lab/torchquantum#306 · Opened Aug 24, 2025
q_state.bsz is not fix! Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

mit-han-lab/torchquantum#305 · Opened Aug 22, 2025
Sampler.__init__() got an unexpected keyword argument 'options' Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

mit-han-lab/torchquantum#303 · 1 comment · Opened Aug 20, 2025
The file h2_new.txt for the VQE task doesn't exist Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

mit-han-lab/torchquantum#302 · 1 comment · Opened Aug 20, 2025
LPD Demo Video Open

Difficulty 1/5 Under an hour Newbie friendliness 20/100

mit-han-lab/lpd#2 · Opened Jul 9, 2025
Upgrade TQ so that it is capable with newest qiskit Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#296 · 1 comment · Opened Mar 12, 2025
Create a CONTRIBUTING.md Open

mit-han-lab/torchquantum#294 · 1 assignee · Opened Feb 7, 2025
why TrainableQuanvFilter output float instead 01？ Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mit-han-lab/torchquantum#293 · Opened Dec 15, 2024
!pip install torchquantum Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#286 · 4 comments · Opened Oct 14, 2024
is it possible to implement quantum natural gradient descent optimzier with torchquantum? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mit-han-lab/torchquantum#285 · 1 comment · Opened Oct 5, 2024
x Doesn't Seem to Change in MNIST Example Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#284 · 1 comment · Opened Aug 8, 2024
How to perform backprop on a quantum circuit Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/torchquantum#278 · Opened Jun 13, 2024
how to add noise Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#269 · Opened May 31, 2024
When I went to run examples/quantum_transformer/Qtransformer-torch.ipynb, an error occurred Open

mit-han-lab/torchquantum#266 · 3 comments · 1 assignee · Opened May 20, 2024
torch.save does not directly work with unexpected key(s) Open

mit-han-lab/torchquantum#258 · 1 assignee · Opened Apr 19, 2024
Compatibility tq2qiskit function with ibm runtime job's paradigm for real deployment Open

mit-han-lab/torchquantum#256 · 1 assignee · Opened Apr 6, 2024
Maybe there's a bug in 'apply_unitary_density_bmm' function? Open

mit-han-lab/torchquantum#254 · 3 comments · 1 assignee · Opened Mar 27, 2024
Run example of QuantumNAS with error "no nodule namsed 'torchquantum.super_layers'" Open

mit-han-lab/torchquantum#250 · 3 comments · 1 assignee · Opened Mar 20, 2024
Bug in U2 gate parameter initialization Open

bug

mit-han-lab/torchquantum#232 · 2 comments · 2 assignees · Opened Feb 10, 2024
how to train custom images dataset Open

mit-han-lab/torchquantum#229 · 3 comments · 1 assignee · Opened Feb 5, 2024
[Feature Suggestion] Make Noisemodel and Density matrix compatible Open

mit-han-lab/torchquantum#228 · 1 assignee · Opened Feb 3, 2024

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