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Quantitative analysis (qwen-3.5)

Mediumlevel of difficultylevel of difficulty

Status: Open.

#4083 In quic/aimet;

· lchyys opened on Mar 12, 2026

QAIRT fails when building AIMET-exported Llama-3-8B for on-device inference

Status: Open.

#4082 In quic/aimet;

· yydhYYDH opened on Mar 11, 2026

How to use apply_seq_mse for PTQ after excluding layers from quantization with sim.exclude_layers_from_quantization

aimet-torchNew feature or bug fix for AIMET PyTorchNew feature or bug fix for AIMET PyTorch

bugSomething isn't workingSomething isn't working

triaged

Status: Open.

#4080 In quic/aimet;

· piantou opened on Mar 10, 2026

Asymmetric Quantization Offset Overflow Issue with Large Activation Ranges

questionQuestion for AIMET teamQuestion for AIMET team

Status: Open.

#4072 In quic/aimet;

· mbdibd opened on Jan 30, 2026

An error occurred while using the genie-app to infer the qwen2-vl-2b model on the SA8295P platform.

questionQuestion for AIMET teamQuestion for AIMET team

Status: Open.

#4066 In quic/aimet;

· huisai opened on Jan 27, 2026

future support for numpy>=2.0

triaged

Status: Open.

#4065 In quic/aimet;

· yberkat opened on Jan 26, 2026

Future Support for SmoothQuant/MobileQuant

enhancementNew feature or requestNew feature or request

llm

triaged

Status: Open.

#4064 In quic/aimet;

· fa-ina-tic opened on Jan 23, 2026

quantize qwen3-vl

enhancementNew feature or requestNew feature or request

llm

Status: Open.

#4063 In quic/aimet;

· Arvin-928 opened on Jan 22, 2026

QuantSim accuracy is close to FP32, but inference result is incorrect when running with Genie (QNN 2.30, AIMET 2.0.0)

llm

questionQuestion for AIMET teamQuestion for AIMET team

Status: Open.

#4057 In quic/aimet;

· yuzhou164 opened on Dec 30, 2025

[error]'QuantizeDequantize' object has no attribute '_parameters

aimet-torchNew feature or bug fix for AIMET PyTorchNew feature or bug fix for AIMET PyTorch

llm

triaged

Status: Open.

#4052 In quic/aimet;

· Learneruestc opened on Dec 9, 2025

Can we borrow information from aimet-onnx when doing Mix-QAT

aimet-onnxNew feature or bug fix for AIMET ONNXNew feature or bug fix for AIMET ONNX

Status: Open.

#4051 In quic/aimet;

· iamweiweishi opened on Dec 5, 2025

How to get qc chips parameters? Help!

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#4037 In quic/aimet;

· SingJumpRapp opened on Oct 31, 2025