"tensor model parallel group is already initialized" 这句话是关于TensorFlow的模型并行化(model parallelism)的一种警告信息。在模型并行化中,模型的不同部分可以在不同的设备(例如,不同的GPU)上运行。为了实现这一点,TensorFlow需要初始化一个"model parallel group"。 这个警告通常意味着在尝试初始化或加入模型并...
With tensor parallel > 1, this message appears in the console: /usr/local/lib/python3.10/dist-packages/torch/autograd/__init__.py:266: UserWarning: c10d::broadcast_: an autograd kernel was not registered to the Autograd key(s) but we are trying to backprop through it. This may lead to...
README.md llmss LLM simple serving (tensor model parallel, pubsub, grpc)About LLM simple serving (tensor model parallel, pubsub, grpc) Resources Readme License MIT license Activity Stars 13 stars Watchers 1 watching Forks 4 forks Report repository Releases 1 v0.1.0 (230914) ...
This work designed a low-rank tensor assisted k-space generative model LR-KGM for parallel imaging reconstruction. The proposed LR-KGM performed generative learning in a high-dimensional space, which increases the dimensionality of the processed object (i.e., the number of input channels) and the...
If you already have done the above two steps, then the distributed data parallel module wasn't able to locate the output tensors in the return value of your module's `forward` function. Please include the loss function and the structure of the return value of `forward` of your module ...
張量平行處理是模型平行處理類型,其中特定模型權重、漸層與最佳化工具狀態會跨裝置分割。有別於管道平行處理 (其可保持個別權重不變,但會分割權重集),張量平行處理會分割個別權重。這通常涉及特定作業、模組或模型層的分散式運算。 如果單一參數使用多數 GPU 記憶體 (例如字彙量較大的大型內嵌資料表或具大量類別的大...
model order reductiontensor compressionparallelstabilityIn this paper, we for the first time explore the model order reduction (MOR) of parametric systems based on the tensor techniques and a parallel tensor compression algorithm. For the parametric system characterising multidimensional parameter space and...
import transformers import tensor_parallel as tp tokenizer = transformers.AutoTokenizer.from_pretrained("meta-llama/Llama-2-13b-chat-hf") model = transformers.AutoModelForCausalLM.from_pretrained("meta-llama/Llama-2-13b-chat-hf") modelp ...
tensor_parallel_example.py timeoutpytorch/pytorch#115964 Closed Sign up for freeto join this conversation on GitHub. Already have an account?Sign in to comment Assignees No one assigned Labels None yet Projects None yet Milestone No milestone ...
Your current environment The output of `python collect_env.py` Your output of `python collect_env.py` here 🐛 Describe the bug When using VLLM_USE_MODELSCOPE and the tensor-parallel-size > 1, I found that vllm will download the model many...