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Add release notes for NNCF v3.1.0#129

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Add release notes for NNCF v3.1.0#129
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Copilot AI commented Apr 1, 2026

Changes

Added ## New in Release 3.1.0 section to ReleaseNotes.md, covering:

  • Features: NVFP4 weight compression (OpenVINO), FP backup mode for FP4/FP8/MXFP4/MXFP8 (OpenVINO), experimental GPTQModel converter (PyTorch), TopKMetatype for YOLO26-style models (PyTorch), lazy nncf.torch import
  • Fixes: do_float_quantization regression from NVFP4 (OpenVINO), adaptive codebook scale estimation (OpenVINO), RoPe ignored pattern without transpose for Phi-3.5-moe (OpenVINO), tensor name ValidationError (ONNX)
  • Improvements: NNCFGraph migrated from nx.DiGraph to nx.MultiDiGraph for parallel-edge models (YOLO26 SDPA, RoPE)
  • Deprecations/Removals: Removed outdated tools scripts
  • Requirements: OpenVINO 2026.1.0rc2, PyTorch 2.10.0 / TorchAO 0.16.0 / Torchvision 0.25.0, torchao package migration, onnxruntime 1.24.3, onnx 1.20.1, numpy <2.5.0, pandas now optional, pillow removed

Also added tmp_release_commits.txt to .gitignore (generated artifact from the release notes script).

Reason for changes

Release preparation for v3.1.0.

Related tickets

N/A

Tests

N/A — documentation-only change.

Copilot AI and others added 2 commits April 1, 2026 05:57
Agent-Logs-Url: https://github.com/AlexanderDokuchaev/nncf/sessions/105b6b12-155f-4fb0-bf94-09fd599210ba

Co-authored-by: AlexanderDokuchaev <48012821+AlexanderDokuchaev@users.noreply.github.com>
Agent-Logs-Url: https://github.com/AlexanderDokuchaev/nncf/sessions/105b6b12-155f-4fb0-bf94-09fd599210ba

Co-authored-by: AlexanderDokuchaev <48012821+AlexanderDokuchaev@users.noreply.github.com>
Copilot AI changed the title [WIP] Add release notes generation Add release notes for NNCF v3.1.0 Apr 1, 2026
Copilot AI requested a review from AlexanderDokuchaev April 1, 2026 05:59
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2 participants