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DeepSeek-R1 Alternatives
Similar projects and alternatives to DeepSeek-R1
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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ollama
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, and other large language models.
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ubicloud
Open source alternative to AWS. Elastic compute, block storage (non replicated), firewall and load balancer, managed Postgres, and IAM services in public beta.
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SaaSHub
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example-deepseek-r1
A lightweight Node.js proxy server for interacting with locally-hosted large language models through Ollama. This implementation specifically demonstrates running the DeepSeek-R1 7B model.
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yek
A fast Rust based tool to serialize text-based files in a repository or directory for LLM consumption
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GPTMobile
Chat app for Android that supports answers from multiple LLMs at once. Bring your own API key AI client. Supports OpenAI, Anthropic, Google, and Ollama. Designed with Material3 & Compose.
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SaaSHub
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DeepSeek-R1 discussion
DeepSeek-R1 reviews and mentions
- DeepSeek drops recommended R1 deployment settings
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Analyzing DeepSeek API Instability: What API Gateways Can and Can't Do
DeepSeek, known for its high-performance AI models like R1 and V3, has been a game-changer in the AI landscape. However, recent reports have highlighted issues with API instability, affecting developers and users who rely on these services. Understanding the root causes of this instability is essential for addressing and mitigating these issues.
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LIMO: Less Is More for Reasoning
We kind-of have that in DeepSeek-R1-zero [1], but it has problem. From the original authors:
> With RL, DeepSeek-R1-Zero naturally emerged with numerous powerful and interesting reasoning behaviors. However, DeepSeek-R1-Zero encounters challenges such as endless repetition, poor readability, and language mixing.
A lot of these we can probably solve, but as other have pointed out we want a model that humans can converse with, not an AI for the purpose of other AI.
That said, it seems like a promising area of research:
> DeepSeek-R1-Zero demonstrates capabilities such as self-verification, reflection, and generating long CoTs, marking a significant milestone for the research community.
[1] https://github.com/deepseek-ai/DeepSeek-R1
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Decoding DeepSeek R1's Research Abstract
Thank you for reading the blog. Here is the DeepSeek R1's Research Paper in case you want to check it out.
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DeepSeek, Efficiency, and Big Tech’s Response
deepseek-ai/DeepSeek-R1
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Build your next AI Tech Startup with DeepSeek
Benchmarks of reasoning models. Source
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Efficient Reasoning with Hidden Thinking
For R1-Zero, the RL process focused on accuracy and making sure that thinking was inside the correct tags, but it did not enforce any particular structure on the thinking itself. [1]
The pure RL approach improved reasoning, but had readability issues that led to using SFT thinking data in the final version of R1:
> DeepSeek-R1-Zero struggles with challenges like poor readability, and language mixing. To make reasoning processes more readable and share them with the open community, we explore DeepSeek-R1, a method that utilizes RL with human-friendly cold-start data.
[1] https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSee...
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DeepSeek R1 Will Change the World: Advanced AI Accessible to Everyone
If that weren't enough, they've published the code as Open Source. Transparent. Ready to be studied, modified, and improved by anyone (Including competitors).
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DeepSeek is now available on Microsoft Azure 🌚
Access the Repository: Visit the DeepSeek R1 GitHub repository to explore the model's codebase.
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Run DeepSeek R1 Locally with Ollama and Python
In recent years, artificial intelligence and machine learning have revolutionized how we approach complex problems across various domains, from natural language processing to computer vision. In this context, tools like DeepSeek R1 have stood out for their ability to deliver efficient and high-performance solutions to challenging tasks that other models struggle with.
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A note from our sponsor - SaaSHub
www.saashub.com | 23 Mar 2025
Stats
deepseek-ai/DeepSeek-R1 is an open source project licensed under MIT License which is an OSI approved license.