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- Performance optimization strategies to unleash the potential of large language models
- This article explores innovative methods for enhancing the computational efficiency of large language models (LLMs), including utilizing specialized hardware, implementing model and data parallelism, and leveraging mixed precision training. It also d
- AI 499 2024-08-13 15:25:19
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- Elasticsearch：Ingest pipeline 介绍
- Elasticsearch ingest pipelines empower users to transform, validate, enrich, filter, and modify data before indexing. By utilizing various processors, these pipelines enhance data quality, improve search results, and drive business value. Key benefit
- AI 677 2024-08-13 15:18:23
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- elasticsearch pipeline使用
- This article discusses the use of Elasticsearch pipelines to simplify data processing and analytics tasks. Pipelines allow users to define a series of transformations and actions that are applied to data as it is ingested into Elasticsearch, streamli
- AI 970 2024-08-13 15:17:23
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- Deploy ollama locally (gguf)
- This article focuses on considerations for securely deploying Ollama (GGUF) on-premise, including authentication, network security, and data protection. It also discusses hardware configuration recommendations for handling large numbers of requests,
- AI 512 2024-08-13 15:09:22
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- gguf deployment
- This article presents a guide to deploying and optimizing ggup in a production environment. It covers planning and creation of ggup instances, application deployment, and monitoring. Best practices for performance optimization include selecting appro
- AI 1007 2024-08-13 15:08:46
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- Doubao launches music generation, users can generate lyrics and music with one click
- On August 8, ByteDance’s intelligent AI assistant Doubao launched a music generation function. Users can enter a theme or their own lyrics into Doubao's "Music Generation", set the music style, mood and timbre, and then a song of about 1 minute can be quickly generated. Everyone can experience the fun of music creation and expression. Currently, the Doubao music generation function provides 11 music styles such as folk, hip-hop, and R&B. It also covers relatively niche styles such as jazz, reggae, and electronic music. Users can choose male or female singing. The generated voice performs very well in articulation clarity and fluency. At the same time, in order to make AI music better fit the emotional expression of ordinary users, Doubao has preset various emotional states such as happiness and sadness. With Doubao, users can create more
- AI 444 2024-08-13 13:14:32
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- Mercedes-Benz China strategically cooperates with Volcano Engine to focus on exploring large model applications
- On August 13, Mercedes-Benz (China) Investment Co., Ltd. (hereinafter referred to as "Mercedes-Benz China") and Beijing Volcano Engine Technology Co., Ltd. (hereinafter referred to as "Volcano Engine") officially announced the signing of a strategy The memorandum of cooperation will support the development of smart cockpit technology with cutting-edge AI technology, carry out exploration and cooperation in the fields of large models, generative artificial intelligence and big data, and bring digital luxury products and technologies to Chinese customers at "China speed". Oliver Löcher, Senior Executive Vice President of Mercedes-Benz (China) Investment Co., Ltd. and Head of R&D and Procurement of Mercedes-Benz China, said: “China
- AI 799 2024-08-13 13:03:03
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- Large language model evaluation metrics
- This article examines the most widely used and reliable metrics for evaluating large language models (LLMs). The article discusses the different categories of metrics, including BLEU, ROUGE, METEOR, and NIST, and how they measure the performance of L
- AI 1057 2024-08-13 11:44:43
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- Large model reply quality evaluation indicators
- Data security is crucial in modern society as data becomes an invaluable asset. The article discusses the importance of data security measures to protect data from unauthorized access, alteration, or destruction. It highlights ethical concerns relate
- AI 715 2024-08-13 11:44:15
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- How to evaluate the output quality of large language models (LLMS)? A comprehensive review of evaluation methods!
- Evaluating Large Language Models' Output Quality is crucial for ensuring reliability and effectiveness. Accuracy, coherence, fluency, and relevance are key considerations. Human evaluation, automated metrics, task-based evaluation, and error analysis
- AI 567 2024-08-13 10:11:50
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- Huawei Cloud releases medical and health solutions, and Pangu model empowers five major medical and health scenarios
- On August 10, the Huawei Cloud Medicine and Health AI Summit Forum kicked off in Boao, Hainan. Huang Jin, Vice President of Huawei Cloud (President of Strategy and Industrial Development Department), said at the meeting that national policies continue to increase the emphasis on biomedicine, and medical and health companies have also increased investment in scientific research and innovation, but there is still a gap compared with the international advanced level, especially in In the research and development of innovative drugs. However, the rapid development of domestic artificial intelligence has provided new opportunities for medicine and health to catch up. "Huawei Cloud Vice President (President of Strategy and Industry Development Department) Huang Jin "Huawei Cloud has full-stack independent AI innovation capabilities. We hope to work together with customers in the medical and health industry to create China's own internationally renowned pharmaceutical brand. To benefit human health and promote the development of China’s pharmaceutical and health industry
- AI 1113 2024-08-12 19:08:24
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- This large model really cured my paper reading disorder
- In March this year, Nvidia CEO Huang Jenxun held a very special event. He invited the authors of the groundbreaking paper "AttentionIsAllYouNeed" to gather at GTC to talk about the future development direction of generative AI. "Everything that our field enjoys today can be traced back to that moment...you changed the world..." Huang Jenxun said at the scene. For a scientific research-oriented industry like AI, the next opportunity to change the world may also be hidden in a certain paper. Therefore, we have seen an unusual phenomenon in this circle: some CEOs with non-technical backgrounds have also begun to stay up late reading papers, hoping to reduce the trial and error cost of decision-making.
- AI 758 2024-08-12 19:04:48
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- AI produces pictures faster, more beautifully, and understands your thoughts better. What technical secrets has the high-beauty Vincent picture model cultivated?
- With the launch of large models and pressing the accelerator button, Vincentian diagrams are undoubtedly one of the hottest application directions. Since the birth of StableDiffusion, large models of Vincentian figures have emerged in an endless stream at home and abroad, and for a while it felt like "fairies fighting". In just a few months, the title of "The Strongest AI Painter" has changed hands several times. Every technological iteration continues to push the upper limit of AI image generation quality and speed. So now, we can get any picture we want by entering a few words. Whether it is a professional-level commercial poster or a hyper-realistic photo, the fidelity of AI mapping has amazed us. Even AI won the 2023 Sony World Photography Awards. Before the grand prize was announced, the "photograph" was on display at Somerset House in London.
- AI 621 2024-08-12 19:02:22
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- SOTA performance, University of Washington developed Transformer model to convert mass spectra into peptide sequences, published in Nature sub-journal
- Editor | Radish Skin A fundamental challenge in mass spectrometry-based proteomics is identifying the peptides that generate each tandem mass spectrum (MS/MS). Methods that rely on databases of known peptide sequences are unable to detect unexpected peptides and may be impractical or unapplicable in some cases. Therefore, the ability to assign peptide sequences into MS/MS without prior information (i.e., de novo peptide sequencing) is extremely valuable for tasks such as antibody sequencing, immunopeptidomics, and metaproteomics. Although many methods have been developed to solve this problem, it remains an open challenge, partly due to the difficulty in modeling the irregular data structure of MS/MS. Here, researchers at the University of Washington describe Casanovo, a machine learning model that uses Tra
- AI 1127 2024-08-12 16:06:20
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- On the 25th anniversary of joining Google, Jeff Dean opens up memories: moving workstations 16 times and making coffee with him.
- Today, Jeff Dean has become the head of Google AI, and Google has moved from a small office space to the "Bay View" campus of its California headquarters. Google chief scientist Jeff Dean is entering his 25th year at the tech giant. In August 1999, Jeff Dean joined Google and became employee No. 20 in the early days. He co-founded the Google Brain team in 2011, focusing on progress in the field of intelligent machines. Since then, his focus has shifted to research, systems, and applications in the areas of AI and ML, and he has led the direction of the broader AI/ML and computer science research communities. In December 2020, Jeff Dean won the 2021 I
- AI 1064 2024-08-12 16:03:29
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