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The Deepseek Diaries

EvelyneWilmer30764882025.03.20 06:32조회 수 0댓글 0

Deep Seek嵌入到Excel - 知乎 DeepSeek CEO Liang Wenfeng, also the founder of High-Flyer - a Chinese quantitative fund and DeepSeek’s primary backer - recently met with Chinese Premier Li Qiang, the place he highlighted the challenges Chinese corporations face because of U.S. U.S. tech stocks also experienced a major downturn on Monday as a result of investor issues over aggressive advancements in AI by DeepSeek. For those brief on time, I additionally recommend Wired’s latest feature and MIT Tech Review’s coverage on DeepSeek. Welcome to this situation of Recode China AI, your go-to newsletter for the most recent AI information and analysis in China. Note that the aforementioned prices embody only the official training of DeepSeek-V3, excluding the costs related to prior research and ablation experiments on architectures, algorithms, or knowledge. However, LLMs closely rely on computational power, algorithms, and knowledge, requiring an initial funding of $50 million and tens of tens of millions of dollars per coaching session, making it difficult for corporations not value billions to sustain. However, its current concentrate on the brand new wave of AI is quite dramatic. However, it's not onerous to see the intent behind DeepSeek's carefully-curated refusals, and as thrilling as the open-supply nature of DeepSeek is, one needs to be cognizant that this bias will likely be propagated into any future models derived from it.


Nearly 20 months later, it’s fascinating to revisit Liang’s early views, which can hold the key behind how Free Deepseek Online chat, regardless of limited resources and compute access, has risen to stand shoulder-to-shoulder with the world’s main AI firms. Actually, this firm, hardly ever seen through the lens of AI, has long been a hidden AI giant: in 2019, High-Flyer Quant established an AI firm, with its self-developed deep learning coaching platform "Firefly One" totaling practically 200 million yuan in investment, outfitted with 1,a hundred GPUs; two years later, "Firefly Two" increased its investment to 1 billion yuan, outfitted with about 10,000 NVIDIA A100 graphics cards. China-focused podcast and media platform ChinaTalk has already translated one interview with Liang after DeepSeek-V2 was released in 2024 (kudos to Jordan!) On this put up, I translated another from May 2023, shortly after the DeepSeek’s founding. OS has numerous protections built into the platform that can assist developers from inadvertently introducing safety and privateness flaws. SageMaker HyperPod recipes assist information scientists and builders of all talent units to get began training and fine-tuning fashionable publicly obtainable generative AI models in minutes with state-of-the-artwork coaching efficiency.


AMD stated on X that it has integrated the brand new DeepSeek-V3 mannequin into its Instinct MI300X GPUs, optimized for peak performance with SGLang. When the model denied our request, we then explored its guardrails by straight inquiring about them. LLM: Support DeekSeek-V3 mannequin with FP8 and BF16 modes for tensor parallelism and pipeline parallelism. Scale AI CEO Alexandr Wang praised DeepSeek’s latest model as the top performer on "Humanity’s Last Exam," a rigorous check that includes the hardest questions from math, physics, biology, and chemistry professors. Since the discharge of its newest LLM DeepSeek-V3 and reasoning model DeepSeek-R1, the tech group has been abuzz with pleasure. Besides a number of leading tech giants, this listing includes a quantitative fund firm named High-Flyer. Many startups have begun to adjust their strategies and even consider withdrawing after major gamers entered the sphere, but this quantitative fund is forging ahead alone. Within the quantitative area, High-Flyer is a "high fund" that has reached a scale of a whole bunch of billions. Quantitative funding is an import from the United States, which means almost all founding teams of China's high quantitative funds have some expertise with American or European hedge funds. In response, OpenAI and other generative AI developers have refined their system defenses to make it tougher to perform these assaults.


AI labs such as OpenAI and Meta AI have also used lean in their research. OpenAI and ByteDance are even exploring potential analysis collaborations with the startup. It is based on extensive analysis carried out by the JetBrains Research team and supplies ML researchers with extra tools and ideas that they will apply to different programming languages. 15. What should I do if DeepSeek-V3 offers an incorrect or inappropriate response? For attention, DeepSeek-V3 adopts the MLA structure. Despite its wonderful performance, DeepSeek-V3 requires solely 2.788M H800 GPU hours for its full coaching. Despite these challenges, High-Flyer remains optimistic. High-Flyer is the exception: it is solely homegrown, having grown by its own explorations. After having 2T more tokens than both. When the shortage of high-efficiency GPU chips amongst home cloud suppliers turned probably the most direct issue limiting the delivery of China's generative AI, in response to "Caijing Eleven People (a Chinese media outlet)," there are no more than five firms in China with over 10,000 GPUs. It is generally believed that 10,000 NVIDIA A100 chips are the computational threshold for training LLMs independently. In May, High-Flyer named its new independent group devoted to LLMs "DeepSeek," emphasizing its focus on attaining actually human-degree AI.



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