CHANGELOG.md

Changelog

[v0.5.0] - 2025-12-23

Compatibility Updates

• mindone.diffusers: Compatible with 🤗 diffusers v0.35.2, preview supports for sota v0.36 pipelines
• mindone.transformers: Compatible with 🤗 transformers v4.57.1
• ComfyUI: Added initial ComfyUI integration support
• MindSpore: Compatible with MindSpore 2.6.0 - 2.7.1

mindone.transformers updates

• Major upgrade: Enhanced compatibility with 🤗 transformers v4.54 and v4.57.1. Check supported models here.

Base Updates

• Transformers 4.54 base support (#1387)
• Transformers 4.57 base support (#1445)

New Models

• Vision Models:

  • AIMv2 (#1456)
  • DINOv3 ViT/ConvNeXt (v4.57.1) (#1439)
  • SAM-HQ (v4.57.1) (#1457)
  • Bria (#1384)
  • Florence2 (#1453)
  • EfficientLoftr (#1456)
  • HGNet_v2 (#1395)
  • Ovis2 (#1454)

• Audio/Speech Models:

  • Granite Speech (#1406)
  • Kyutai Speech-to-Text (#1407)
  • Voxtral (#1456)
  • Parakeet (#1451)
  • XCodec (#1452)
  • Dia (#1404)
  • CSM (v4.54.1) (#1399)

• Text/Language Models:

  • Llama4 (#1470)
  • Arcee (#1470)
  • Falcon H1 (#1465)
  • Dots1 (#1469)
  • SmolLM3 (v4.54.1) (#1391)
  • ModernBERT Decoder (v4.54.1) (#1397)
  • Hunyuan V1 Dense/MoE (v4.57.1) (#1401)
  • Evolla (v4.54.1) (#1440)
  • EXAONE (#1396)
  • Doge (#1392)
  • ERNIE 4.5 & ERNIE 4.5 MoE (#1393)
  • GLM4 MoE (#1409)
  • Flex OLMo (#1442)
  • T5Gemma (#1420)
  • VaultGemma (#1450)
  • BLT/Apertus/Ministral (#1462)
  • EOMT/TimesFM (#1403)
  • Seed OSS (#1441)
  • xLSTM (#1466)
  • d_fine, GraniteMoeHybrid, EfficientLoFTR Models (#1405)

• Multimodal Models:

  • Qwen3 Omni (#1411)
  • Qwen3 Next (#1476)
  • ColQwen2 (v4.54.1) (#1414)
  • Cohere2 Vision (v4.57.1) (#1473)
  • InternVL (v4.57) (#1463)
  • Janus (v4.57) (#1463)
  • Kosmos-2.5 (#1456)
  • LFM2/LFM2-VL (#1456)
  • MetaCLIP 2 (#1456)
  • Mlcd (#1472)
  • SAM2 (#1426)
  • SAM2 Video Support (#1434)
  • Olmo3 Model (#1467)
  • DeepseekV2/DeepseekVL/DeepseekVLHybrid (#1477)
  • MM Grounding DINO (#1486)

Processor Updates for vllm-mindspore community

• Qwen2.5VL ImageProcessor Fast / VideoProcessor (#1429)
• Qwen3_VL Video Processor & Qwen2_VL Image Processor Fast (#1419)
• Phi4/Whisper/Ultravox/InternVL/Qwen2_audio/MiniCPMV/LLaVA-Next/LLaVA-Next-Video processors (#1471)

Model Updates

• Update Mistral3 to v4.57.1 (#1464)
• Update Qwen2.5VL to v4.54.1 (#1421)

mindone.diffusers updates

New Features

• Context parallelism: Ring & Ulysses & Unified Attention (#1438)
• Added AutoencoderMixin (#1444)

New Pipelines

• Kandinsky5 (#1388)
• Lucy (#1390)

Bug Fixes

• Fixed some diffusers bugs (#1448)

ComfyUI Integration

• Added ComfyUI root files and CLI args (#1480)
• Added text encoder files (#1481)
• Updated clip_model.py (#1479)

Examples Updates

• Added Wan2.2 LoRA finetune support (#1418)
• Updated Emu3 performance for MindSpore 2.6.0 and 2.7.0 (#1417)
• Updated HunyuanVideo-I2V to mindspore 2.6.0 and 2.7.0 (#1385)
• Add accelerated dit pipelines compatible with mindspore Graph Mode (#1433)
• Added Fb cache taylorseer graph mode implementation for Flux.1 (#1475)

Fixed

• Fixed AIMv2/Arcee rely on torch bug (#1485)
• Fixed bugs of mindone.transformers models that rely on torch (#1482)
• Fixed Qwen2.5VLProcessor tokenizer converting tensor bug (#1483)
• Fixed Qwen3_VL text attention selection bug (#1455)
• Fixed GLM4.1V bs>1 generation index bug (#1437)
• Fixed training issue in TrainOneStepWrapper (#1408)
• Fixed import error if env contains accelerate module (#1431)
• ZeRO: Support training with MS 2.6.0 and 2.7.0 (#1383)
• Misc bugfixes (#1424)
• Docs updates for mindone v0.5.0 release, and ut fixes (#1484)

Statistics

• Total commits: 374
• Files changed: 807
• Lines added: 156,792
• Lines deleted: 23,531