Kai Dong
Kai Dong has 2 papers in our library, in 2024, most of them on Language models & pretraining, GPU & parallel computing, Vision & language; often with Chengqi Deng, Bingxuan Wang, Bo Liu.
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📄 2 works in our library · 🔗 Cited 171 times in our library · ⭐ Paper Stars ranking: #5346
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workComputer Networks and Communications · 1 workHardware and Architecture · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 workGPU & parallel computing · 1 work
Works by year
2020s
Papers
- DeepSeek-VL: Towards Real-World Vision-Language Understanding (2024 · 208 citations)
DeepSeek-VL is an open-source vision-language model from DeepSeek-AI. It targets a known problem: open models score well on academic benchmarks but often fall short of proprietary systems like GPT-4V in practical use. The authors attribute this to three causes: too little multimodal pretraining, instruction data… - Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning (2024 · 34 citations)
Compute and bandwidth needs for deep learning, especially LLMs, are rising much faster than hardware improves. Fast chips and interconnects make large clusters costly to build and run. DeepSeek-AI presents Fire-Flyer AI-HPC, a combined hardware and software design for building such infrastructure cheaply.
Co-authors here
- Chengqi Deng ×2
- Bingxuan Wang
- Bo Liu
- Bo Zhang
- Hao Yang
- Qiushi Du
- Wen Liu
- Wenjun Gao
- Xiao Bi
- Yaofeng Sun
- Zhuoshu Li
Cited by
Updated
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