DeepSeek(用户名:deepseek-ai)在GitHub上拥有广泛的公共存在,主要使用Python、C++、Cuda和TypeScript等编程语言。其著名的公共仓库包括DeepSeek Harness、DeepSeek-V3和DeepSeek Coder,涵盖了多种插件和API集成的功能,展示了其在机器学习和多模态理解方面的专长。
DeepSeek Harness: Everything is a Plugin.
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Integrate the DeepSeek API into popular software
DeepSeek Coder: Let the Code Write Itself
Contexts Optical Compression
Janus-Series: Unified Multimodal Understanding and Generation Models
FlashMLA: Efficient Multi-head Latent Attention Kernels
A high-performance distributed file system designed to address the challenges of AI training and inference workloads.
DeepEP: an efficient expert-parallel communication library
Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation
DeepGEMM: clean and efficient BLAS kernel library on GPU
DeepSeek LLM: Let there be answers
DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
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DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
A lightweight data processing framework built on DuckDB and 3FS.
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
DeepSeek-VL: Towards Real-World Vision-Language Understanding
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Visual Causal Flow
[ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior
A bidirectional pipeline parallelism algorithm for computation-communication overlap in DeepSeek V3/R1 training.
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
A kernel library written in tilelang
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Expert Parallelism Load Balancer
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Analyze computation-communication overlap in V3/R1.
A curated list of open-source projects related to DeepSeek Coder
Expert Specialized Fine-Tuning
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An early research stage expert-parallel load balancer for MoE models based on linear programming.
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DeepSelect: TopK kernels for DeepSeek Sparse Attention (DSA) and Samplers
A lightweight library for xPU kernel JIT compilation
deepseek-ai在GitHub上构建了一系列与人工智能相关的项目,包括DeepSeek Harness和DeepSeek Coder等。这些项目涵盖了插件架构和自动化代码生成,旨在提高开发效率和功能集成。
deepseek-ai主要使用Python、C++、Cuda和TypeScript等编程语言。这些语言的使用反映了其在高性能计算和多模态学习方面的需求。
是的,deepseek-ai的所有仓库都是公开的。这意味着任何人都可以访问和查看其代码,促进了社区的合作和知识共享。