Related Issues (20)
- [BUG] Unexpected High Memory Usage (OOM) when finetuning Llama2-7B
- [REQUEST] Enable both CPU and NVMe for optimizer
- [BUG] Mismatch between dtype settings in model and ds_config results in NaN loss
- [REQUEST] Launcher mode with SSH bypass HOT 2
- FileNotFoundError: [Errno 2] No such file or directory: ':/usr/local/cuda/bin/nvcc' HOT 5
- [BUG] Uneven work distribution caused by get_shard_size changes
- [BUG] When initializing model_engine, if an mpu is specified, it can lead to an excessively large checkpoint size, and the checkpoint may not be convertible through the `zero_to_fp32.py` script.
- [BUG] Uneven work distribution caused by get_shard_size changes HOT 9
- [REQUEST] pynvml package seems to be deprecated in favor of nvidia-ml-py HOT 1
- [BUG] BertLMHeadModel.from_pretrained hangs when using zero-3 / zero3-offload HOT 1
- [BUG]Why ZeroOneAdam is easy to OOM compared to Adam optimizer?
- [BUG] Why the results were inconsistent in two identical tests with config zero2 + overlap_comm HOT 5
- [BUG] Zero3: Post backward hook is not triggered for submodules whose inputs have .required_grad=False HOT 1
- Get a error when use deepspeed training with torch.compile HOT 1
- [BUG]AttributeError: module 'torch.nn.functional' has no attribute 'scaled_dot_product_attention'
- [BUG] fp_quantizer is not correctly built when non-jit installation HOT 2
- [BUG]CUDA error in pipeline parallel HOT 3
- [BUG] FlopsProfiler upsample flops compute bug
- [BUG] Version >0.14.0 leads to `RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!` HOT 15
- [BUG] Zero3: Gather the params for inference(huggingface_language_model.generate) in the end of 1 epoch and re-partition it for next epoch training HOT 9
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