The researchers propose JudgeLM, a scalable language model judge designed to evaluate large language models (LLMs) in open-ended scenarios. They introduce a high-quality dataset for judge models, examine biases in LLM judge fine-tuning, and provide solutions. JudgeLM shows increased consistency and adaptability over various scenarios. The dataset serves as a foundation for future research on…

Intel Corporation has made a significant investment in Stability AI, a startup known for its Stable Diffusion software. This move positions Intel against OpenAI and its ChatGPT, marking a pivotal moment in the competitive AI market. Intel has provided Stability AI with an AI supercomputer equipped with high-end processors, showing its commitment to the partnership.…

If you encounter network errors while using ChatGPT, there are several troubleshooting steps you can take. First, check your internet speed and try using a different service or mobile data. Clear your browser’s history and cache, update your router’s firmware, and restart it. Disable VPN or proxy connections. Check OpenAI’s server status and contact customer…

Luma AI has launched Genie, a new 3D generative AI model that allows users to create 3D objects from text descriptions. This eliminates the need for specialized software and expertise in 3D modeling, making it accessible to everyone. Genie uses a deep neural network to generate four interpretations of the provided description and users can…

Researchers from Nanyang Technological University and Salesforce Research have introduced personalized distillation for code generation tasks. The method involves a student model attempting a task and receiving adaptive refinement from a teacher model, outperforming standard distillation methods with only one-third of the data. Personalized distillation improves the performance of open-source pretrained models in code generation…

NLP, or Natural Language Processing, is a field of AI focused on human-computer interaction through language. Recent research has explored improving few-shot learning (FSL) methods in NLP to overcome data limitations. A new data augmentation method called “AugGPT” is proposed, which utilizes ChatGPT to generate more samples for text classification tasks. The method involves fine-tuning…

SecureLoop is an advanced design space exploration tool developed by researchers at MIT to address the security and performance requirements of deep neural network accelerators. By considering various elements such as computation, memory access, and cryptographic operations, SecureLoop optimizes authentication block assignments using modular arithmetic techniques. Comparative evaluations demonstrate its superior performance, boasting speed enhancements…

LLVC (Low-latency, Low-resource Voice Conversion) is a real-time voice conversion model introduced by Koe AI. It operates efficiently on consumer CPUs, achieving sub-20ms latency at a 16kHz bitrate. LLVC utilizes a generative adversarial structure and knowledge distillation for efficiency and low resource consumption. It sets a benchmark among open-source voice conversion models in terms of…

The Skywork-13B family of large language models (LLMs) addresses the need for transparent and commercially available LLMs. Researchers at Kunlun Technology developed Skywork-13B-Base and Skywork-13BChat, providing detailed information about the training process and data composition. They also released intermediate checkpoints and used a two-stage training approach for optimization. Skywork-13B outperforms similar models and achieves low…

Researchers at Johns Hopkins Medicine have developed a machine learning model that accurately calculates the extent of tumor death in bone cancer patients. The model, trained on annotated pathology images, achieved 85% accuracy, which rose to 99% after removing an outlier. The innovative method reduces the workload for pathologists and has the potential to revolutionize…