Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
big-model-awesome
https://github.com/chenyaofo/big-model-awesome
- [PDF - scaling-laws-for-large-language-models)] `arXiv` `2022`
- [PDF - vision
- [PDF - research/vmoe)] [[Covered Media](https://mp.weixin.qq.com/s/_EAmHwqNYQmoM4AS-Lqmxg)] `NeurIPS` `2021`
- [PDF - m_sA)] `arXiv` `2022`
- [PDF - sg/poolformer)] [[Covered Media](https://zhuanlan.zhihu.com/p/437210116)] `arXiv` `2021`
- [PDF - Group/Random_Pruning)] [[Covered Media](https://www.toutiao.com/article/7085150891724259871)] `ICLR` `2022`
- [PDF - research/scenic/tree/main/scenic/projects/token_learner)] [[Covered Media](https://www.toutiao.com/article/7041005282473869837)] `NeurIPS` `2021`
- [PDF - research/mdistiller)] [[Covered Media](https://www.toutiao.com/article/7086633860603200037)] `arXiv` `2022`
- OpenGVLab开源平台
- 欢聚时代AI跨平台推理框架VNN
- 字节跳动大模型训练框架 veGiantModel - gCqtz6XQ)]
- 中科院“紫东太初”三模态大模型
- Colossal-AI - AI 提供了一系列并行训练组件，目标是让分布式 AI 模型训练像普通的单 GPU 模型一样简单，并提供的友好工具可以在几行代码内快速开始分布式训练。... [[Docs](https://colossalai.org/zh-Hans/docs/concepts/colossalai_overview/)]
- 清华刘知远：大模型「十问」，寻找新范式下的研究方向
- 2022前展望大模型的未来，周志华、唐杰、杨红霞这些大咖怎么看？