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Pull requests: openvinotoolkit/nncf

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Pull requests list

[ONNX] Implementation of the SmoothQuant algorithm for the ONNX Backend NNCF ONNX Pull requests that updates NNCF ONNX NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PTQ Pull requests that updates NNCF PTQ
#3644 opened Aug 28, 2025 by andrey-churkin Loading…
19
[Common] Help gc to collect unused model outputs
#3643 opened Aug 28, 2025 by daniil-lyakhov Loading…
1
Don't use RawReducer for activation shape collection in Fast Bias Correction NNCF Common Pull request that updates NNCF Common
#3642 opened Aug 28, 2025 by nikita-savelyevv Loading…
13
[ONNX] Fix the incorrect conversion of the Gemm into a MatMulNBits
#3641 opened Aug 28, 2025 by andrey-churkin Loading…
3
[Weight Compression] Rework WC Algorithm to Return WC Params
#3636 opened Aug 25, 2025 by anzr299 Loading…
18
[Collectors] Histogram Aggregator NNCF Common Pull request that updates NNCF Common NNCF ONNX Pull requests that updates NNCF ONNX NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PTQ Pull requests that updates NNCF PTQ
#3626 opened Aug 19, 2025 by daniil-lyakhov • Draft
[Torch FX] Add Data Free AWQ Conformance Test for Torch FX NNCF PTQ Pull requests that updates NNCF PTQ
#3622 opened Aug 14, 2025 by anzr299 Loading…
[AWQ] Remove Code to obtain Merge Node
#3621 opened Aug 14, 2025 by anzr299 • Draft
2
Bump transformers 4.53.0 NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PT Pull requests that updates NNCF PyTorch NNCF PTQ Pull requests that updates NNCF PTQ
#3618 opened Aug 12, 2025 by AlexanderDokuchaev • Draft
2
Dl/fx/torch 280 conformance test documentation Improvements or additions to documentation NNCF PT Pull requests that updates NNCF PyTorch NNCF PTQ Pull requests that updates NNCF PTQ
#3614 opened Aug 8, 2025 by daniil-lyakhov • Draft
INT16 PTQ
#3604 opened Jul 29, 2025 by alexsu52 • Draft
[TorchFX] Use torchao for quantize_pt2e API when possible API Public API-impacting changes
#3588 opened Jul 21, 2025 by daniil-lyakhov Loading…
4
[OV] Optimized compression to f4e2m1 data type NNCF OpenVINO Pull requests that updates NNCF OpenVINO
#3550 opened Jun 18, 2025 by nikita-savelyevv • Draft
1
Tensor stats migration experimental NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PT Pull requests that updates NNCF PyTorch NNCF PTQ Pull requests that updates NNCF PTQ NNCF TF Pull requests that updates NNCF TensorFlow
#3440 opened Apr 17, 2025 by darshil929 • Draft
4
Delayed сonstants NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PTQ Pull requests that updates NNCF PTQ
#3335 opened Mar 11, 2025 by alexsu52 • Draft
[FX] Support weight quantization for operations where weight_port_id != 1 NNCF PTQ Pull requests that updates NNCF PTQ
#3334 opened Mar 8, 2025 by siddhant-0707 Loading…
@alexsu52
11
Use imagenet dataset from hf in conformance tests documentation Improvements or additions to documentation NNCF PTQ Pull requests that updates NNCF PTQ
#3323 opened Mar 3, 2025 by AlexanderDokuchaev • Draft
Add kwargs to quantize calls API Public API-impacting changes NNCF PTQ Pull requests that updates NNCF PTQ
#3317 opened Feb 27, 2025 by nikita-savelyevv • Draft
1
Support transposed input for data-aware Weights Compression NNCF ONNX Pull requests that updates NNCF ONNX NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PT Pull requests that updates NNCF PyTorch NNCF PTQ Pull requests that updates NNCF PTQ
#3296 opened Feb 19, 2025 by rk119 Loading…
@ljaljushkin
35
llm weight compression tool documentation Improvements or additions to documentation
#3290 opened Feb 18, 2025 by andrey-churkin • Draft
21
[Torch FX] Map Namespace Names to Metatype experimental NNCF PT Pull requests that updates NNCF PyTorch NNCF PTQ Pull requests that updates NNCF PTQ
#3237 opened Feb 3, 2025 by anzr299 Loading…
@AlexanderDokuchaev
35
[WIP][Conformance] Ultralytics yolov8n and yolo11n NNCF PTQ Pull requests that updates NNCF PTQ
#3116 opened Nov 26, 2024 by daniil-lyakhov • Draft
[PyTorch] Save and load compressed model NNCF PT Pull requests that updates NNCF PyTorch
#3050 opened Oct 31, 2024 by alexsu52 • Draft
Activation Sparsity OV backend experimental NNCF PT Pull requests that updates NNCF PyTorch
#2924 opened Aug 28, 2024 by nikita-savelyevv • Draft
1
[DRAFT]: Add FracBits experimental feature documentation Improvements or additions to documentation experimental NNCF Common Pull request that updates NNCF Common NNCF PT Pull requests that updates NNCF PyTorch
#1286 opened Oct 4, 2022 by vinnamkim • Draft
3
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