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Top 11 GenAI Data Engineering Tools to Follow in 2025

What will data engineering look like in 2025? How will generative AI shape the tools and processes Data Engineers rely on today? As the field evolves, Data Engineers are stepping into a future where innovation and efficiency take

Mar 13, 2025 am 10:23 AM

Top 9 AI Controversies of 2024 - Analytics Vidhya

The year 2024 marked a transformative period for artificial intelligence, marked by great innovations and challenges. An estimated $500 billion global AI market value has created countless tools, apps, and companies that have cha

Mar 13, 2025 am 09:51 AM

9 Upcoming AI Startup IPO's in India and USA

The AI wave has hit the stock market too with a bang! As AI continues to reshape the world that we live in, there are a lot of startups that have stepped into the spotlight and are going public in India as well as the USA. From g

Mar 13, 2025 am 09:49 AM

Fine-tuning Llama 3.2 3B for RAG - Analytics Vidhya

Small language models (SLMs) are making a significant impact in AI. They provide strong performance while being efficient and cost-effective. One standout example is the Llama 3.2 3B. It performs exceptionally well in Retrieval-A

Mar 13, 2025 am 09:46 AM

Deepseek official website portal address is

The Deepseek official website portal address is https://www.deepseek.com/ , enter it in the browser address bar to access it.

Mar 12, 2025 pm 02:42 PM

deepseek邮箱官网入口

How to create on the Deepseek platform

Creation steps: 1. Register and log in; 2. Select the creation type; 3. Create a new project; 4. Edit content; 5. Add tags and categories; 6. Set permissions and publish.

Mar 12, 2025 pm 02:39 PM

deepseek工具

What are the features of Deepseek platform?

Deepseek's main functions: 1. Multi-format support; 2. Built-in intelligent editor; 3. Provide detailed data analysis; 4. Intelligent recommendation content; 5. Community interaction; 6. Support content synchronization to multiple social platforms with one click; 7. Provide copyright protection mechanism, etc.

Mar 12, 2025 pm 02:36 PM

deepseek工具变现

What information is required when registering a Deepseek account?

Required information: 1. Email registration; 2. Mobile phone number registration; 3. Third-party social platform registration. After successful registration, you usually need to fill in some basic personal information, such as nickname, gender, birthday, etc.

Mar 12, 2025 pm 02:33 PM

deepseek微信邮箱type

What to do if you forget your Deepseek account password

Retrieve method: 1. Retrieve through registered email; 2. Retrieve through mobile phone number; 3. Retrieve through third-party account; 4. Contact customer service to retrieve.

Mar 12, 2025 pm 02:30 PM

deepseek微信qq邮箱密码重置

DeepSeek Open Source Week Day 5: 'Power Thruster' Fire-Flyer File System

DeepSeek open source project adds another weapon! Today, a new parallel file system 3FS was released to enable DeepSeek data access. 3FS (Fire-Flyer File System) makes full use of the high bandwidth of modern SSD and RDMA networks to achieve aggregation read throughput of up to 6.6TiB/s in a 180-node cluster, and achieves a throughput of 3.66TiB/min in the GraySort benchmark test of a 25-node cluster. The peak throughput of KVCache search for a single client node exceeds 40GiB/s. The system adopts a separate architecture, supports strong consistency semantics, and can effectively support training data preprocessing, data set loading, checkpoint saving/reloading, and embedding vectors in V3/R1.

Mar 12, 2025 pm 02:24 PM

deepseek并行3fsai数据访问

OpenAI's 'largest and most expensive' big model GPT-4.5, priced at 300 times that of DeepSeek

OpenAI released the preview version of GPT-4.5 research, which is known as the "highest emotional intelligence" large language model, but the high price has caused controversy. GPT-4.5 API calls per million tokens are priced at as high as $75, 30 times that of GPT-4, far exceeding DeepSeek-chat’s $0.5 (peak) and $0.25 (low peak). Although OpenAI emphasizes that GPT-4.5 has improved in natural interaction, understanding intentions and reducing hallucinations, and has performed well in writing and design, some key benchmark results show that its performance improvement has not reached the industry-leading level, especially in terms of programming capabilities, and has no advantage over other models. Currently, GPT-4.5 has been used to ChatGPTPr

Mar 12, 2025 pm 02:21 PM

openaichatgptgpt4.5aiapi调用deepseek

DeepSeek releases V3/R1 theoretical daily income, profit margin as high as 545%

Recently, the artificial intelligence inference system DeepSeek released an article that comprehensively reveals the key secrets of its V3/R1 inference system. The article disclosed key information such as DeepSeek's theoretical cost and profit margin for the first time. According to reports, all services of DeepSeekV3 and R1 use H800GPU and adopt the same accuracy as training to ensure service effectiveness. At the same time, DeepSeek realizes day-night resource allocation to maximize hardware utilization. According to statistics, assuming the cost of GPU rental is USD 2 per hour, the total cost of DeepSeek for a day is USD 87,072. If all tokens are calculated according to the pricing of DeepSeekR1, the theoretical total income of a day is 56,202

Mar 12, 2025 pm 02:18 PM

人工智能deepseek推理系统

DeepSeek reveals the secret behind the V3/R1 inference system for the first time, with a theoretical cost profit margin of up to 545%.

DeepSeek discloses the core technical details of its V3/R1 inference system for the first time and discloses amazing profitability! The official Zhihu account of DeepSeek published an article "Overview of DeepSeek-V3/R1 Inference System", which detailed the key technical information of the system and disclosed its theoretical cost and profit margin data for the first time. The article points out that assuming the cost of GPU rental is $2 per hour, the total daily cost is about $87,072. However, based on the pricing strategy of DeepSeekR1, the theoretical total daily revenue can reach US$562,027, which means its theoretical cost profit margin is as high as 545%! This data fully demonstrates the strong profitability and market competitiveness of the DeepSeekV3/R1 inference system, and also

Mar 12, 2025 pm 02:15 PM

deepseekai技术推理系统

Is DeepSeek R1 also brain overload? Performance declines after overthinking, and less thinking can reduce computing costs by 43%.

Large language models (LLMs) may also face the dilemma of "overthinking" when performing tasks, resulting in inefficiency or even failure. Recently, researchers from institutions such as UC Berkeley, UIUC, ETHZurich, and CMU have conducted in-depth research on this phenomenon and published a paper entitled "The Danger of Overthinking: Examining Reasoning-Action Dilemma in Agent Tasks" (Paper Link: https://arxiv.org/pdf/2502.08235). Researchers found that in real-time interactive environments, LLMs often hesitate between "direct action" and "careful planning." This "overthinking" will cause the model to spend a lot of time building complex action plans, but it is difficult to implement effectively

Mar 12, 2025 pm 02:06 PM

工程大型推理模型deepseekqwen