Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

https://github.com/curated-awesome-lists/awesome-deepseek

A curated, awesome list of resources, tools, and projects related to the AI Large Language Model (LLM) DeepSeek. Discover frameworks, libraries, tutorials, and more to enhance your DeepSeek development.
https://github.com/curated-awesome-lists/awesome-deepseek

List: awesome-deepseek

ai chatgpt deepseek deepseek-chat deepseek-coder deepseek-r1 deepseek-v3 llms natural-language-processing

Last synced: 2 months ago
JSON representation

A curated, awesome list of resources, tools, and projects related to the AI Large Language Model (LLM) DeepSeek. Discover frameworks, libraries, tutorials, and more to enhance your DeepSeek development.

Awesome Lists containing this project

README 

        
# Awesome DeepSeek



DeepSeek[a] (Chinese: 深度求索; pinyin: Shēndù Qiúsuǒ) is a Chinese artificial intelligence company that develops open-source large language models (LLMs). Based in Hangzhou, Zhejiang, it is owned and funded by Chinese hedge fund High-Flyer, whose co-founder, Liang Wenfeng, established the company in 2023 and serves as its CEO.



The DeepSeek-R1 model provides responses comparable to other contemporary large language models, such as OpenAI's GPT-4o and o1. It is trained at a significantly lower cost—stated at US$6 million compared to $100 million for OpenAI's GPT-4 in 2023—and requires a tenth of the computing power of a comparable LLM.



## Table of Contents



- [GitHub projects](#github-projects)

- [Articles and Blogs](#articles-and-blogs)

- [Online Courses](#online-courses)

- [Books](#books)

- [Research Papers](#research-papers)

- [Videos](#videos)

- [Tools and Software](#tools-and-software)

- [Conferences and Events](#conferences-and-events)

- [Slides and Presentations](#slides-and-presentations)

- [Podcasts](#podcasts)



## GitHub projects



- 🚀 [ollama/ollama](https://github.com/ollama/ollama): Quickly start using Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models with ease.

- 🧠 [deepseek-ai/DeepSeek-V3](https://github.com/deepseek-ai/DeepSeek-V3): The third version of DeepSeek’s powerful large language model, offering enhanced capabilities and performance.

- 🔓 [xtekky/gpt4free](https://github.com/xtekky/gpt4free): Access a variety of powerful language models, including GPT-4o and DeepSeek V3 & R1, for free.

- 🤖 [deepseek-ai/DeepSeek-R1](https://github.com/deepseek-ai/DeepSeek-R1): DeepSeek’s flagship language model providing high-quality responses comparable to GPT-4.

- 💻 [deepseek-ai/DeepSeek-Coder](https://github.com/deepseek-ai/DeepSeek-Coder): An AI-powered tool that assists in writing code, making development faster and more efficient.

- 🌐 [huggingface/open-r1](https://github.com/huggingface/open-r1): A fully open-source reproduction of DeepSeek-R1, promoting transparency and collaboration.

- 📚 [deepseek-ai/awesome-deepseek-integration](https://github.com/deepseek-ai/awesome-deepseek-integration): A curated list of integrations and tools that enhance the functionality of DeepSeek models.

- 🛠️ [Jiayi-Pan/TinyZero](https://github.com/Jiayi-Pan/TinyZero): A clean and minimal reproduction of DeepSeek R1-Zero, focused on accessibility and simplicity.

- 🍒 [CherryHQ/cherry-studio](https://github.com/CherryHQ/cherry-studio): A desktop client supporting multiple LLM providers, including DeepSeek-R1, for versatile AI interactions.

- 🧩 [deepseek-ai/DeepSeek-LLM](https://github.com/deepseek-ai/DeepSeek-LLM): DeepSeek’s comprehensive language model solution, designed to provide accurate and reliable answers.



## Articles and Blogs



- 📰 [DeepSeek-R1 Now Live With NVIDIA NIM | NVIDIA Blog](https://blogs.nvidia.com/blog/deepseek-r1-nim-microservice/)

Announced the availability of the 671-billion-parameter DeepSeek-R1 model as an NVIDIA NIM microservice, enabling developers to build specialized agents securely.

- 📘 [A Simple Guide to DeepSeek R1: Architecture, Training, Local ...](https://medium.com/@isaakmwangi2018/a-simple-guide-to-deepseek-r1-architecture-training-local-deployment-and-hardware-requirements-300c87991126)

Provides an overview of DeepSeek R1’s architecture, training processes, local deployment strategies, and hardware requirements to enhance large language model reasoning capabilities.

- 💡 [DeepSeek: Implications and What To Expect | by Anshu | ThirdAI Blog](https://medium.com/thirdai-blog/deepseek-implications-and-what-to-expect-8e3f301a0b49)

Explores the potential impacts of DeepSeek on the AI industry, focusing on cost efficiency, reinforcement learning advancements, and synthetic data generation.

- 🛠️ [A Step-by-Step Guide to Install DeepSeek-R1 Locally with Ollama ...](https://dev.to/nodeshiftcloud/a-step-by-step-guide-to-install-deepseek-r1-locally-with-ollama-vllm-or-transformers-44a1)

Offers a comprehensive tutorial for setting up DeepSeek-R1 on a local machine using Ollama, VLLM, or Transformers, facilitating easy deployment for developers.

- 🚀 [Accelerate DeepSeek Models With GeForce RTX 50 Series AI PCs ...](https://blogs.nvidia.com/blog/deepseek-r1-rtx-ai-pc/)

Details how NVIDIA GeForce RTX 50 Series GPUs can enhance the performance of DeepSeek models, providing significant AI processing power for faster computations.

- 📄 [DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via ...](https://arxiv.org/abs/2501.12948)

Presents the research behind DeepSeek-R1, highlighting its reinforcement learning techniques and multi-stage training that bring its reasoning capabilities on par with models like GPT-4o.

- 🧪 [Trying out VLLM + DeepSeek R1 in Google Colab: A Quick Guide ...](https://medium.com/@hakimnaufal/trying-out-vllm-deepseek-r1-in-google-colab-a-quick-guide-a4fe682b8665)

Demonstrates how to run DeepSeek R1 distilled with Qwen 7B on Google Colab without GPU, showcasing efficient utilization of CPU resources for local experimentation.

- 📖 [DeepSeek-R1 explained : Pioneering the Next Era of Reasoning ...](https://medium.com/@sahin.samia/deepseek-r1-explained-pioneering-the-next-era-of-reasoning-driven-ai-3eeb5ac4d4a0)

An in-depth exploration of DeepSeek-R1’s design principles, emphasizing its scalability and efficiency in advancing reasoning-driven AI systems.

- 🖥️ [DeepSeek R1 Running Locally: A Complete Setup Guide | by ...](https://medium.com/illuminations-mirror/deepseek-r1-running-locally-a-complete-setup-guide-cd24cf32fd10)

Provides a detailed guide for setting up and running DeepSeek R1 on a local machine, making open-source AI models accessible for personal use.

- 🔍 [DeepSeek V3: The best Open-source LLM | by Mehul Gupta | Data ...](https://medium.com/data-science-in-your-pocket/deepseek-v3-the-best-open-source-llm-727d3421ae38)

Reviews DeepSeek V3 as a leading open-source large language model, comparing its performance favorably against competitors like Claude 3.5 Sonnet and GPT-4o.



## Online Courses



- 📚 [Deepseek Complete Guide: GenAI, AI Agents, Monetizing & More](https://www.udemy.com/course/deepseek-complete-guide-genai-ai-agents-monetizing-more/)

- 🤖 [DeepSeek Mastery: Learn, Automate Tasks, Write Code & More](https://www.udemy.com/course/deepseek-mastery-learn-generative-ai-chatbots-automation-ai-apps/)

- 🧠 [Deepseek R1 AI Ultimate Guide](https://www.udemy.com/course/deepseek-r1-ai-ultimate-guide/)

- 💻 [How to Run Deepseek R1 Locally](https://www.codecademy.com/article/how-to-run-deepseek-r-1-locally)

- 📖 [Top DeepSeek Courses Online - Updated [January 2025]](https://www.udemy.com/topic/deepseek/)

- 📈 [DeepSeek R1 for Business and Marketing: Harness AI Insights](https://www.udemy.com/course/deepseek-r1-for-business-and-marketing-harness-ai-insights/)

- 🌟 [DeepSeek vs ChatGPT & Gemini: Disrupting Generative AI](https://www.udemy.com/course/deepseek-vs-chatgpt-gemini-disrupting-generative-ai/)

- 🚀 [DeepSeek R1 & ChatGPT: How to Supercharge AI with 20+ Tools](https://www.udemy.com/course/mastering-deepseek-r1-the-ultimate-guide-for-beginners/)

- 🔍 [Deepseek R1 AI - Learn the Basics](https://www.udemy.com/course/deepseek/)

- 📝 [Deepseek Learn by Practicing: Complete Practice Tests 2025](https://www.udemy.com/course/deepseek-learn-by-practicing-complete-practice-tests/)



## Books



- 📖 [AI'S NEXT INVASION: What Deep Seek Reveals About the Future](https://www.amazon.com/gp/new-releases/books/3897)

Explores how DeepSeek is influencing the artificial intelligence landscape in China. Discusses the company's efficiency, open-source models, and its role in shifting the global AI race.

- 📚 [Running DeepSeek R1 Anywhere: Local Setup Guides for Android, iOS](https://www.amazon.com/gp/new-releases/books/491300)

Provides comprehensive guides for setting up DeepSeek R1 on various platforms. Ideal for developers looking to deploy DeepSeek models locally on mobile devices.



## Research Papers



- 📄 **[DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model](https://arxiv.org/abs/2405.04434)**

- 📘 **[DeepSeek LLM: Scaling Open-Source Language Models with Distinctive Scaling Laws](https://arxiv.org/abs/2401.02954)**

- 🧠 **[DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning](https://arxiv.org/abs/2501.12948)**

- 📑 **[DeepSeek-V3 Technical Report](https://arxiv.org/html/2412.19437v1)**

- 🔍 **[DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Enhanced Theorem Proving](https://arxiv.org/abs/2408.08152)**

- 💻 **[DeepSeek-Coder: When the Large Language Model Meets Code Intelligence](https://arxiv.org/abs/2401.14196)**

- 🧮 **[DeepSeekMath: Pushing the Limits of Mathematical Reasoning in LLMs](https://arxiv.org/abs/2402.03300)**

- 🖼️ **[DeepSeek-VL: Towards Real-World Vision-Language Understanding](https://arxiv.org/abs/2403.05525)**



## Videos



- 🎥 **I built a DeepSeek R1 powered VS Code extension…** [YouTube](https://www.youtube.com/watch?v=clJCDHml2cA)

Learn how to build a VS Code Extension from scratch by integrating DeepSeek R1, enhancing your editor with advanced AI functionalities.

- 🤖 **DeepSeek is a Game Changer for AI - Computerphile** [YouTube](https://www.youtube.com/watch?v=gY4Z-9QlZ64)

Discover how DeepSeek is revolutionizing the AI landscape by offering open-source models that require significantly less hardware, making advanced AI accessible to more developers.

- 🛠️ **OpenAI's nightmare: Deepseek R1 on a Raspberry Pi** [YouTube](https://www.youtube.com/watch?v=o1sN1lB76EA)

Explore the capabilities of DeepSeek R1 running on a Raspberry Pi 5, demonstrating its efficiency and flexibility in deploying powerful AI models on affordable hardware.

- 🖼️ **DeepSeek's New Image Model - Janus Pro** [YouTube](https://www.youtube.com/watch?v=rNg-MVUN_FQ)

An in-depth look at DeepSeek's latest image model, Janus Pro, which excels in multi-modal understanding and image generation, pushing the boundaries of AI-driven visual content creation.

- 🎙️ **Deepseek R1 Explained by a Retired Microsoft Engineer** [YouTube](https://www.youtube.com/watch?v=r3TpcHebtxM)

Gain insights from a retired Microsoft engineer on why Deepseek R1 is a significant advancement in AI, covering its mechanisms, innovations, and the broader implications for the industry.

- 📚 **DeepSeek R1 - Everything you need to know** [YouTube](https://www.youtube.com/watch?v=i9kTrcf-gDQ)

A comprehensive overview of DeepSeek R1, discussing its features, benefits, and the importance of data privacy when using AI models developed by companies like DeepSeek.

- 🧪 **Deepseek R1 671b Running and Testing on a $2000 Local AI** [YouTube](https://www.youtube.com/watch?v=Tq_cmN4j2yY)

Watch DeepSeek R1 in action on a $2000 local AI setup, showcasing its performance and testing capabilities in a cost-effective environment.

- 📢 **Watch This Before Using DeepSeek** [YouTube](https://www.youtube.com/watch?v=v82O9HvXwvE)

Understand the data privacy implications and best practices before using DeepSeek's chatbot services, ensuring informed and secure interactions with the AI.

- 💻 **Run DeepSeek R1 Privately on Your Computer** [YouTube](https://www.youtube.com/watch?v=5kFV20LatL8)

Follow a five-step guide to install and run DeepSeek R1 locally on your computer, leveraging tools like Llama and Ollama for optimal performance.

- 🌟 **DeepSeek R1 + Perplexity = WOW** [YouTube](https://www.youtube.com/watch?v=Ktyiw-DxJ4E)

Explore the synergy between DeepSeek R1 and Perplexity, demonstrating how combining these tools can significantly enhance AI-driven projects and applications.



## Tools and Software



- 🚀 [Janus - Unified Multi-Modal AI by DeepSeek](https://www.producthunt.com/posts/janus-7834fdf6-7df8-4d55-80f2-197193626248)

The Janus series by DeepSeek offers powerful AI models for unified multimodal understanding and generation. It includes Janus-Pro for advanced reasoning, Janus for decoupled visual encoding, and JanusFlow for harmonized autoregression.

- 🛠️ [DeepSeek Coder vs. Perplexity Comparison](https://sourceforge.net/software/compare/DeepSeek-Coder-vs-Perplexity-AI/)

Compare DeepSeek-Coder with Perplexity AI to see how DeepSeek accelerates development with intelligent code autocompletion across over 70 programming languages.

- 🔍 [DeepSeek R1 - Advanced reasoning model](https://www.producthunt.com/posts/deepseek-r1)

DeepSeek R1 is a powerful, open-source language model focused on advanced reasoning. Utilizing a unique RL-driven approach and a 671B MoE architecture, it outperforms comparable models on various benchmarks.

- 📊 [ChatGLM vs. DeepSeek LLM Comparison](https://sourceforge.net/software/compare/ChatGLM-vs-DeepSeek-LLM/)

A detailed comparison between ChatGLM and DeepSeek LLM, evaluating price, features, and reviews to help users choose the best large language model for their needs.

- ☁️ [Azure OpenAI Service vs. DeepSeek LLM Comparison](https://sourceforge.net/software/compare/Azure-OpenAI-Service-vs-DeepSeek-LLM/)

Compare Azure's OpenAI Service with DeepSeek LLM, highlighting intelligent metadata management, schema handling, and the benefits for rapid prototyping and deployment of AI solutions.

- ⭐ [DeepSeek LLM Reviews in 2025](https://sourceforge.net/software/product/DeepSeek-LLM/)

Read real user reviews, pricing, and features of DeepSeek LLM to gain insights into its performance and capabilities as a leading large language model software.

- 🆚 [ChatGPT vs. DeepSeek Coder vs. Perplexity Comparison](https://sourceforge.net/software/compare/ChatGPT-vs-DeepSeek-Coder-vs-Perplexity-AI/)

Side-by-side comparison of ChatGPT, DeepSeek Coder, and Perplexity AI, analyzing their prices, features, and user reviews to determine the most suitable AI coding assistant.

- 🔌 [DeepSeek LLM Integrations](https://sourceforge.net/software/product/DeepSeek-LLM/integrations/)

Explore the available integrations for DeepSeek LLM, including various software platforms and tools, to enhance its functionality and adaptability in different environments.

- ⚡ [DeepSeek vs. NVIDIA NeMo Megatron Comparison](https://sourceforge.net/software/compare/DeepSeek-LLM-vs-NVIDIA-NeMo-Megatron/)

Compare DeepSeek with NVIDIA's NeMo Megatron, evaluating their prices, features, and reviews to help users decide between these two leading large language models.



## Conferences and Events



- 🎤 **Understanding DeepSeek-R1**

[Fri, Jan 31, 2025, 7:00 PM | Meetup](https://www.meetup.com/aifrontiers/events/305793824/)

Join us for an in-depth discussion on DeepSeek-R1, the first open-source LLM surpassing OpenAI's o1. Explore its architecture, training processes, and fine-tuning techniques.

- 🤖 **DeepSeek AI & Customize**

[Wed, Feb 5, 2025 | Eventbrite](https://www.eventbrite.com/e/deepseek-ai-customize-tickets-1225305815679)

Dive deep into the world of artificial intelligence and customization at this event presented by Mike Zhun Guo. Discover innovative AI applications and creative integrations with DeepSeek's tools.

- 🛠️ **Build Data Products with DeepSeek / OpenAI / Anthropic**

[Fri, Feb 7, 2025 | Eventbrite](https://www.eventbrite.com/e/build-data-products-with-deepseek-openai-anthropic-tickets-1227010584689?aff=erelexpmlt)

Hosted by Waii.ai (First Round Capital), this workshop covers integrating DeepSeek with other leading AI platforms to build robust data products.

- 📊 **AI/AI Safety Forecasting Workshop + DeepSeek R1 Q&A**

[Fri, Feb | Meetup](https://www.meetup.com/ai-and-ai-safety-forecasting-seminar-deepseek-r1-q-and-a/events/305879211/?eventOrigin=find_city_landing_topical_event)

Participate in an interactive 2-hour workshop featuring virtual talks on current AI capabilities and a Q&A session focused on DeepSeek R1.

- 💻 **FloridaJS - Using DeepSeek R1 (the new Chinese LLM)**

[Event Details | Meetup](https://www.meetup.com/floridajs/events/305844699/)

Learn how to integrate DeepSeek R1 into your projects in this presentation by FloridaJS. Discover the capabilities and advantages of this powerful AI model.

- 📚 **Paper Reading Group: DeepSeek-R1**

[Join the Discussion | Meetup](https://www.meetup.com/boulderdatascience/events/305862762/?recId=153268a1-a311-46f1-98e8-f756c2783ef6&recSource=ml-popular-events-nearby-online&searchId=25616855-23e4-4e45-a111-481589efbc03&eventOrigin=find_page$all)

Engage in a thought-provoking discussion on the research paper "DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning." Explore novel reinforcement learning methods and reasoning emergence in DeepSeek-R1.



## Slides and Presentations



- 📄 **[Notes on DeepSeek as of 29th of January 2025](https://www.slideshare.net/slideshow/notes-on-deepseek-as-of-29th-of-january-2025/275239452)**

- 🚀 **[DeepSeek: A New Frontier in Artificial Intelligence](https://www.slideshare.net/slideshow/deepseek-a-new-frontier-in-artificial-intelligence/275212409)**

- 🛠️ **[How to use Deepseek and benefit from the AI App](https://www.slideshare.net/slideshow/how-to-use-deepseek-and-benefit-from-the-ai-app/275233252)**

- 📚 **[Introduction To DeepSeek Training Slides](https://www.slideshare.net/slideshow/introduction-to-deepseek-training-slides-pptx/274792677)**

- 🏆 **[How to Use Deepseek and Get Benefits - Leadcrew](https://www.slideshare.net/slideshow/how-to-use-deepseek-and-get-benefits-leadcrew/275261085)**

- 🔒 **[Australia Warns Citizens on the Use of Chinese AI Model DeepSeek](https://www.slideshare.net/slideshow/australia-warns-citizens-on-the-use-of-chinese-ai-model-deepseek-pdf/275257281)**

- 🛡️ **[Unprotected Database Exposes Sensitive Data of DeepSeek Users](https://www.slideshare.net/slideshow/unprotected-database-exposes-sensitive-data-of-deepseek-users-pdf/275272318)**

- ⚖️ **[DeepSeek vs OpenAI: Is DeepSeek Overtaking OpenAI?](https://www.slideshare.net/slideshow/deepseek-vs-openai-is-deepseek-overtaking-openai-pdf/275158976)**

- 👥 **[DeepSeek AI: Who's Behind It & Why Is Everyone Obsessed](https://www.slideshare.net/slideshow/deepseek-ai_-who-s-behind-it-why-is-everyone-obsessed/275274112)**

- 🌟 **[DeepSeek: A Rising Star in the AI Landscape](https://www.slideshare.net/slideshow/deepseek-a-rising-star-in-the-ai-landscape/275251170)**



## Podcasts



- 🎙️ [The DeepSeek Fire Drill - Newcomer Podcast](https://podcasts.apple.com/us/podcast/the-deepseek-fire-drill/id1582647825?i=1000687533954)

Hosts Eric Newcomer and Madeline Renbarger discuss DeepSeek's significant impact on Western AI companies, exploring whether it's truly the "AI Sputnik."

- 🎧 [Bonus: The DeepSeek Reckoning - Big Technology Podcast](https://podcasts.apple.com/us/podcast/bonus-the-deepseek-reckoning-in-silicon-valley/id1522960417?i=1000685747075)

M.G. Siegler joins the Big Technology Podcast to delve into DeepSeek R1's advancements and its implications for the AI industry.

- 🎙️ [EMERGENCY POD: DeepSeek R1 and - ChinaTalk](https://podcasts.apple.com/us/podcast/emergency-pod-deepseek-r1-and-the-future-of/id1289062927?i=1000685366992)

This episode covers the future of AI with a focus on DeepSeek R1, featuring insights into its development and potential applications.

- 🎧 [DeepSeek Shockwaves, Nvidia's - Pivot](https://podcasts.apple.com/us/podcast/deepseek-shockwaves-nvidias-plunge-and-targets-dei/id1073226719?i=1000686193261)

The Pivot podcast explores how DeepSeek is influencing the AI landscape and its interactions with major players like Nvidia.

- 🎙️ [DeepSeek, Deep State or Deep P–The David McWilliams Podcast](https://podcasts.apple.com/ie/podcast/deepseek-deep-state-or-deep-pockets-karen-hao-on-chinas/id1462649946?i=1000686698804)

David McWilliams discusses DeepSeek's role in China's AI advancements and its broader geopolitical implications.

- 🎧 [DeepSeek R1 - Everything you need to know - The Startup Ideas Podcast](https://podcasts.apple.com/cy/podcast/deepseek-r1-everything-you-need-to-know/id1593424985?i=1000686845691)

Ray Fernando provides a comprehensive guide to DeepSeek R1, from installation to expert prompting strategies.

- 🎙️ [Did DeepSeek Just Break the AI–Waveform: The MKBHD Podcast](https://podcasts.apple.com/gr/podcast/did-deepseek-just-break-the-ai-industry/id1474429475?i=1000687432313)

The Waveform podcast analyzes whether DeepSeek's latest advancements signify a major breakthrough in the AI industry.

- 🎧 [DeepSeek's Fallout For AI Comp - Big Technology Podcast](https://podcasts.apple.com/us/podcast/deepseeks-fallout-for-ai-companies-openais-path-forward/id1522960417?i=1000687564506)

Ranjan Roy discusses the repercussions of DeepSeek's innovations on Silicon Valley's AI landscape and OpenAI's future strategies.

- 🎙️ [China's DeepSeek AI triggers t–FT News Briefing](https://podcasts.apple.com/cy/podcast/chinas-deepseek-ai-triggers-tech-sell-off/id1438449989?i=1000686059207)

The FT News Briefing covers how DeepSeek AI is influencing global tech markets and triggering significant industry shifts.

- 🎧 [Selena Gomez Cries, DeepSeek A–PBD Podcast](https://podcasts.apple.com/xk/podcast/selena-gomez-cries-deepseek-ai-aoc-insider-trading/id1526697745?i=1000686341078)

The PBD Podcast features discussions on DeepSeek AI's latest developments amidst pop culture references and insider trading topics.



---



This initial version of the Awesome List was generated with the help of the [Awesome List Generator](https://github.com/alialsaeedi19/GPT-Awesome-List-Maker). It's an open-source Python package that uses the power of GPT models to automatically curate and generate starting points for resource lists related to a specific topic.