Based on that, DeepSpeed Inference automatically partitions the model across the specified number of GPUs and inserts necessary communication required to run multi-GPU inference for the Transformer model—no model code change is required from the user. The user can tune...
在过去的两年里,大规模的基础模型(LSF-Models)[56, 57],如GPT-3[58, 59]和ChatGPT[60, 61],以流畅的文本对话展示了高度智能的自然语言理解能力。大规模的多模态文本和图像理解模型,如GPT-4[62]、DALL-E-2[63]和segment anything model(SAM)[64],进一步证明了该研究范式在多模态对话、图像生成和分割方面...
在流水线并行技术中,micro batch的数量/pipeline尺寸(并行使用的GPU的数量)越大,通常pipeline flush消耗的时间则越小。 Default Schedule 默认编排(Default Schedule)GPipe:图中有4个pipeline,一个输入batch分割为8个microbatch,灰色部分表示pipeline bubble 上述的编排方式我们称之为GPipe,我们令 GPipe中的pipeline ...
Our model performs close to the closed-source Qwen-VL-PLUS on many datasets and significantly surpasses the performance of the open-source model Qwen-VL-7B-Chat. 我们的模型在很多数据集上,接近闭源的Qwen-VL-PLUS的效果,并大幅超过开源模型Qwen-VL-7B-Chat的效果。 Our training approach consisted of...
Model-based data integration is not new to ecology. The field of integrated population modeling (IPM) has long recognized the benefits of using multiple data sources representing different aspects of an ecological process 37, 38, 39. The strength of model-based data integration lies in sharing pa...
Zhang also admitted that the "illusion" of large models is currently a big problem. The large model illusion problem refers to the generation of inaccurate, incomplete, or misleading outputs by some artificial intelligence models when faced with certain inputs. Although the latest GPT-4 has made ...
similar to previous work, manually crafted rules are employed to discard explicit noisy texts from the raw crawled web contents. Second, a well-designed evaluation model is leveraged to assess the remaining relatively clean data, and each text is assigned a specific quality score. Finally, we can...
We present large scale facial model (LSFM)—a 3D Morphable Model (3DMM) automatically constructed from 9663 distinct facial identities. To the best of our knowledge LSFM is the largest-scale Morphable Model ever constructed, containing statistical information from a huge variety of the human populat...
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets - CLAY-3D/OpenCLAY
git clone https://github.com/deepglint/unicomcdunicom pip install --upgrade pip pip install -e".[train]"pip install flash-attn --no-build-isolation CUDA_VISIBLE_DEVICES=0 python infer.py --model_dir DeepGlint-AI/MLCD-Embodied-7B#example:#>> Enter 'exit' to end the conversation, 'reset...