v0.4.1

What's Changed

• 【开源实习】Speech2Text模型迁移 by @imeet000 in #1725
• 【开源实习】Unispeech模型迁移 by @liuyifan123123 in #1722
• Fix typing mistakes in documentation by @Yashbhatt786 in #1740
• support O2 on OrangePi, tinyllama 450ms -> 160ms by @lvyufeng in #1744
• fix no_grad state error by @lvyufeng in #1754
• avoid lack of cumsum operator on OrangePi by @lvyufeng in #1755
• fix enable_grad by @lvyufeng in #1757
• fix name for nn.Linear by @lvyufeng in #1758
• fix nll_loss casued backward error by @lvyufeng in #1759
• fix out_channels of Linear by @lvyufeng in #1760
• add toc in readme.md by @adarsh-jha-dev in #1746
• safe_load_file use mmap to speedup by @lvyufeng in #1763
• fix from_numpy caused error by @lvyufeng in #1765
• fix llama embedding by @lvyufeng in #1774
• upgrade wav2vec by @lvyufeng in #1776
• update nn.utils.parametrizations by @lvyufeng in #1777
• fix sew and sew_d by @lvyufeng in #1782
• fix whisper ut by @lvyufeng in #1786
• fix llava on Ascend by @lvyufeng in #1788
• fix mixtral ut by @lvyufeng in #1790
• fix gamma on CPU and GPU by @lvyufeng in #1791
• 【开源之夏】add dpo trainer and support dpo training for mindnlp by @Trace2333 in #1701
• 【开源实习】GPT-J-6B模型应用开发 by @LuMH1027 in #1742
• 【开源实习】ImageGPT模型应用开发 by @Helloyouth2022 in #1700
• 【开源实习】X_CLIP模型应用开发 by @dyedd in #1694
• 【开源实习】UPerNet模型应用开发 by @Maysixi in #1717
• update whisper stream by @lvyufeng in #1796
• 【开源实习】multilayer_perceptron_lora模型微调 by @barryyfli in #1749
• dino应用开发 by @LuMH1027 in #1797
• support depth_estimation & doc_qa by @lvyufeng in #1800
• support fill_mask/image_classification/image_feature_extraction pipelines by @lvyufeng in #1801
• init mimm & move tests folder by @lvyufeng in #1804
• fix per_gpu args by @lvyufeng in #1809
• add mindspore infer function patch by @lvyufeng in #1810
• fix sync parallel and support low_cpu_mem_usage by @lvyufeng in #1814
• 【开源实习】dpt模型应用开发 by @yegoling in #1813
• 【开源实习】LayoutLMv2模型应用开发 by @Helloyouth2022 in #1805
• 【开源实习】BERT模型应用开发 by @KhunLounZai in #1781
• 【开源实习】peft_adalora_seq2seq模型微调 by @liuyifan123123 in #1747
• 【开源实习】Vision Transformer模型应用开发 by @KhunLounZai in #1643
• 【开源实习】SegFormer模型应用开发 by @KhunLounZai in #1663
• 【开源实习】BEiT模型应用开发 by @somecatw in #1680
• 【开源实习】SAM模型应用开发 by @KhunLounZai in #1688
• Update prompt_direct.txt by @YadlaMani in #1732
• fix:解决minicpm未注册问题 by @ResDream in #1821
• Module support H2D move by @lvyufeng in #1831
• fix low_cpu_mem_usage(contguous) by @lvyufeng in #1832
• value_and_grad support attacach grads, Parameter support accumulate a… by @lvyufeng in #1833
• fix update_and_allocate by @lvyufeng in #1834
• value_and_grad support kwargs by @lvyufeng in #1835
• 修复blip推理报错 by @confused666 in #1838
• fix roll on CPU by @lvyufeng in #1840
• deprecated mindnlp.transformers.optimization by @lvyufeng in #1841
• fix optimizer args as same dtype on GPU by @lvyufeng in #1842
• image_classification_timm_peft_lora模型微调 by @chenxinxi in #1830
• 【开源实习】 MobileViTV2 模型迁移 by @oucfm in #1850
• 重做deepseek_v2模型并补注册 by @ShangJingLi in #1859
• fix: Fix problem using ops.ones in BigBird by @reeered in #1861
• #benchmark: add GLUE-QNLI benchmark, including 10 models inference accuracy comparsion by @xuhangscut in #1865
• #fix benchmark GLUE-QNLI fix read_csv error and predict funciton and modify readme description by @xuhangscut in #1868
• feat: add data parallel of native mindspore to mindnlp.Trainer.base by @Tridu33 in #1852
• Revert "image_classification_timm_peft_lora模型微调" by @lvyufeng in #1871
• add minicpm3 model and dynmaic inference demo by @xing-yiren in #1870
• fix baichuan finfo error by @lvyufeng in #1872
• fix sbert precision problem on mindnlp.sentence by @lvyufeng in #1873
• fix cell_ to module_ in mindnlp.peft by @lvyufeng in #1874
• fix cells to modules in mindnlp.peft by @lvyufeng in #1875
• fix named_modules by @lvyufeng in #1877
• fix sbert normalize_embeddings by @lvyufeng in #1879
• 【开源实习】MindSpore自定义RWKV算子开发（Python接口实现） by @EliwiiKeeya in #1862
• fix llama and baichuan typo by @lvyufeng in #1883
• update core.ops with pyboost by @lvyufeng in #1884
• fix pytest error by @lvyufeng in #1885
• fix mobilebert register by @lvyufeng in #1890
• feat: add file lock for remote files download to local path when multiple thread environment. by @Tridu33 in #1887
• fix ia3 by @lvyufeng in #1891
• expose prob as positional argument for bernoulli ops by @qhzhuang in #1949
• fix model llama for split function in line 852 by @zhuizhuzheming in #1941
• fix TensorPy for mindspore 2.5 by @lvyufeng in #1961
• fix TensorPy init empty Tensor by @lvyufeng in #1962
• fix Blip2加载和推理bug #1902 #1904 #1905 by @Alemax067 in #1958
• 【开源实习】Mask2Former模型应用开发 by @linrx-ctrl in #1770
• 【开源实习】TAPAS模型应用开发 by @sjtu-weimang in #1839
• 【开源实习】MaskFormer模型应用开发 by @linrx-ctrl in #1864
• 【开源实习】YOLOS模型应用开发 by @chenxinxi in #1867
• 【开源实习】bert_japanese模型微调 by @zhuyuhua1 in #1892
• 【开源实习】bloom模型微调 by @guyueyuan in #1907
• 【开源实习】bert_generation模型微调 by @guyueyuan in #1911
• 【开源实习】bertweet模型微调 by @Alemax067 in #1964
• 【开源实习】blip_2模型微调 by @Alemax067 in #1965
• ViTMAE模型应用开发 by @1hb6s7t in #1956
• fix mindspore2.5-2.6 caused error by @lvyufeng in #1985
• load safetensor back to numpy by @lvyufeng in #1986
• support triton self-defined op by @lvyufeng in #1990
• 开源实习 BEiT 模型微调 by @4everImmortality in #1975
• 【开源实习】blenderbot模型微调 by @ZhFuGui in #1978
• 【开源实习】blenderbot_small模型微调 by @outbreak-sen in #1980
• fix bugs for ms2.5 by @lvyufeng in #1991
• Fix incorrect import quick_start.md by @XueyanZhang in #1987
• use new safetensors loader by @lvyufeng in #1992
• fix ops.max by @lvyufeng in #1993
• 【开源实习】Bigbird pegasus模型微调 by @outbreak-sen in #1994

New Contributors

• @imeet000 made their first contribution in #1725
• @Yashbhatt786 made their first contribution in #1740
• @adarsh-jha-dev made their first contribution in #1746
• @Trace2333 made their first contribution in #1701
• @Helloyouth2022 made their first contribution in #1700
• @dyedd made their first contribution in #1694
• @yegoling made their first contribution in #1813
• @KhunLounZai made their first contribution in #1781
• @somecatw made their first contribution in #1680
• @YadlaMani made their first contribution in #1732
• @confused666 made their first contribution in #1838
• @chenxinxi made their first contribution in #1830
• @oucfm made their first contribution in #1850
• @reeered made their first contribution in #1861
• @xuhangscut made their first contribution in #1865
• @Tridu33 made their first contribution in #1852
• @EliwiiKeeya made their first contribution in #1862
• @zhuizhuzheming made their first contribution in #1941
• @Alemax067 made their first contribution in #1958
• @sjtu-weimang made their first contribution in #1839
• @zhuyuhua1 made their first contribution in #1892
• @guyueyuan made their first contribution in #1907
• @ZhFuGui made their first contribution in #1978
• @XueyanZhang made their first contribution in #1987

Full Changelog: v0.4.0...v0.4.1