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On-device AI across mobile, embedded and edge for PyTorch

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### Summary GLM Enablement `python examples/qualcomm/oss_scripts/llama/llama.py -b build-android -s $DEVICE -m SM8750 --temperature 0 --model_mode kv --max_seq_len 128 --decoder_model glm-1_5b --prompt "Could you tell me about Facebook?"` ### Test plan...

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frozen weight on cuda delegate for better perf

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Pytest has released version 9.0, but we are seeing test failures after upgrading ([example job](https://github.com/pytorch/executorch/actions/runs/19308882645/job/55223581796)). I'm pinning pytest

module: ci

### 🐛 Describe the bug python code: ```python import torch from torch.export import export from executorch.exir import to_edge from executorch.backends.vulkan.partitioner.vulkan_partitioner import VulkanPartitioner # Start with a PyTorch model that adds...

### 🐛 Describe the bug I have a fork of the PARSeq repository with slight modifications for Executorch compatibility that is failing to export for QNN using the build_executorch_binary method....

partner: qualcomm
module: qnn

Chenweng-quic MatthiasHertel80 (Arm) Michaelmaitland (Meta internal) RahulC7 (Meta internal) can update author jorgep31415 to Juniper Pineda: https://github.com/junpi3 Young Han - Meta - https://github.com/seyeong-han Mitch Bailey - https://github.com/jmahbs (Arm) Alex Tawse...

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Summary: Generate qwen2.5 0.5b model and run on the app Differential Revision: D81751900

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fb-exported
stale

## Summary Replaces fixed number of cmake --build -j entries with: mac: -j$(($(sysctl -n hw.ncpu) - 1)) linux: -j$(($(nproc) - 1)) ## Changes Implemented changes to the best of my...

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ciflow/trunk
stale

### Summary Adds quantization aware training support for NeutronQuantizer. ### Test plan Dedicated unit tests to be added... cc @robert-kalmar @JakeStevens @digantdesai

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module: nxp
release notes: nxp

### Summary [PLEASE REMOVE] See [CONTRIBUTING.md's Pull Requests](https://github.com/pytorch/executorch/blob/main/CONTRIBUTING.md#pull-requests) for ExecuTorch PR guidelines. [PLEASE REMOVE] If this PR closes an issue, please add a `Fixes #` line. [PLEASE REMOVE] If this...

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