With new models continuously appearing to challenge market leaders like OpenAI's ChatGPT, Google's Gemini, and Anthropic's Claude, the AI environment is changing quickly. The Chinese AI startup DeepSeek, which debuted in December 2023, is among the most intriguing newcomers to this market. DeepSeek has rapidly garnered popularity while being relatively new, going up against well-established titans.
Their most recent model, DeepSeek-R1, is causing havoc across the world and performs somewhat worse than OpenAI and Google together. Focusing on efficiency, cost, and open-source innovation, DeepSeek has established itself as a worthy rival to ChatGPT. These are the reasons, I think.
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1. Totally customizable and open-source
DeepSeek is completely open-source in contrast to ChatGPT, which is based on commercial technology, and Claude 3, which is closed-source. This implies that developers are allowed to alter, expand, and personalize the model to suit their unique requirements. DeepSeek is a great option for companies and researchers who want to include AI in their applications without being restricted to a single vendor because it is open-source.
2. Huge Contextual Window
The context window of ChatGPT-4, which has a maximum of 8K tokens (or 32K in some pro versions), is one of its main drawbacks. DeepSeek, on the other hand, provides an unmatched 128K token context window. DeepSeek is a great option for work requiring the analysis of enormous volumes of text, such as research papers, legal documents, and intricate coding projects, because it enables much longer talks and improves memory retention.
3. Efficiency & Low Compute Needs Optimized
eepSeek drastically lowers the processing power needed for inference by utilizing deep reinforcement learning rather than just large datasets. DeepSeek is able to function at a mere 2.78 million FLOPs per token, although the industry norm is approximately 4 million FLOPs per token. In addition to reducing energy usage, this optimization guarantees that DeepSeek-built AI applications may function effectively on less powerful hardware, increasing their accessibility for a wider range of users.
4. Designed for Extremely Low Prices
- Innovation is frequently hampered by the expense of training AI models. For contrast:
- Training GPT-4 apparently cost more than $100 million.
- In contrast, DeepSeek-R1 was created for a mere $6.6M, which is a small portion of the price.
- The model's API prices are up to 90% less than those of top providers, in addition to being less expensive to train. This significantly lowers the cost of implementing AI on a broad scale, especially for independent developers and companies looking to include AI in their products without going over budget.
5. Improved Results in Important Benchmarks
- One important metric for assessing how effectively an AI model performs in real-world activities is performance benchmarks. In intellectual and reasoning tasks, DeepSeek-R1 outperforms GPT-4, scoring 90.8% on the MMLU (Massive Multitask Language Understanding) exam.
- This implies that DeepSeek is better at managing activities requiring sophisticated comprehension, logical reasoning, and problem-solving skills in addition to being more economical.
6. Bottom Line: More affordable, quicker, and easier to reach
- For developers, companies, and power users in particular, DeepSeek presents a strong substitute for ChatGPT. Even if ChatGPT is still very good in conversational AI and creative writing, DeepSeek is superior.
- The study of mathematics
- Reasoning logically
- Scholarly investigation
- Development of open-source AI
- It is revolutionary for people who want to use AI without going over budget because of its efficiency and affordability.
- Concluding remarks
DeepSeek's quick ascent in the AI market is evidence of its performance, affordability, and inventiveness. DeepSeek has established a niche as a quicker, less expensive, and more adaptable substitute for ChatGPT, which is still the industry leader.
DeepSeek is worth checking into if you're a developer, researcher, or company owner searching for an AI solution that puts an emphasis on affordability and open-source flexibility. It may be the AI model that changes the game in 2024 and beyond, thanks to its enormous context window, effective compute consumption, and remarkable benchmark scores.
Is DeepSeek the next big AI revolution? Comment your views below.