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Example models using DeepSpeed

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1. `pip install torchvision==0.4` results in the error: ``` ERROR: Could not find a version that satisfies the requirement torchvision==0.4 (from versions: 0.1.6, 0.1.7, 0.1.8, 0.1.9, 0.2.0, 0.2.1, 0.2.2, 0.2.2.post2,...

# Patching CVE-2007-4559 Hi, we are security researchers from the Advanced Research Center at [Trellix](https://www.trellix.com). We have began a campaign to patch a widespread bug named CVE-2007-4559. CVE-2007-4559 is a...

Hello! I tried to compress GPT2-medium model in Google Colab based on example from the `DeepSpeedExamples/model_compression/gpt2 ` folder. My code splitted by cells is: ``` ! git clone https://github.com/microsoft/DeepSpeedExamples.git %cd...

You set batchsize differently in parser arg and ds_config.json. For example, in cifar, in ds_config.json, train_batch_size is 16 but in parser argument, batchsize is 32. But you set batchsize as...

I failed to do so. Could you please tell me which version of DeepSpeed and other dependencies to run the script `run_ds_moe.sh` since this script has not been updated for...

I get errors when trying to run huggingface example test-wav2vec2.py. First I get missing python package errors (datasets, jiwer). After installing packages I see: RuntimeError: Error opening '/home/mosm/.cache/huggingface/datasets/downloads/extracted/e4488bdcc5e36bb8e49ff9b437db0cde3f99b8f604fabd9bc27b267ced1c7967/6930-75918-0000.flac': System error....

Bug report. When executing `python cifar10_tutorial.py`, it shows `AttributeError: '_MultiProcessingDataLoaderIter' object has no attribute 'next'`. One more thing is that. `pip install -r requirements.txt` it shows below `ERROR: No matching...

hi, thanks for your great job. I'm trying to start autotuning task, but stuck with some errors. ### entry script `cd DeepSpeedExamples/autotuning/hf/gpt2-medium ` `bash test_tune.sh z0`, ok `bash test_tune.sh tune`,...

Hello, I am using [this config](https://github.com/microsoft/DeepSpeedExamples/blob/master/model_compression/bert/config/XTC/ds_config_W1A8_Qgroup1_fp32.json) on a translation model ([Helsinki-NLP/opus-mt-zh-en](https://huggingface.co/Helsinki-NLP/opus-mt-zh-en)), and I check the size of the model using the following function before and after running `init_compression` and `deepspeed.initialize`:...