deepspeed does not support gxx later than 10. Installing gxx_linux-64=9.3.0 in advance avoids reconfiguring the whole environment. conda install gxx_linux-64=9.3.0 ...

This repository demonstrates how to build Large Language Models (LLMs) completely from scratch using PyTorch ... decoder_only.py │ ├── encoder_decoder.py │ ├── rotary_embeddings.py │ ├── kv_cache.py │ ...

Finally, the optimized features are passed through the DINO’s transformer encoder, decoder, and prediction head to obtain ... We implement our method with PyTorch and train it on 4 NVIDIA Tesla A40 ...

TC4400 is a LDPC decoder core that is fully compliant with ITU G.hn (wireline home networking) specifications. It support a decoded throughput up to 1 Gbits/s on high end process nodes. The core is ...

Diffusion Transformers have demonstrated outstanding performance in image generation tasks, surpassing traditional models, including GANs and autoregressive architectures. They operate by gradually ...

To solve this problem, this study proposes a novel multi-step wind power forecasting model based on an encoder-decoder architecture. It incorporates a multi-frequency attention mechanism into a ...