In our previous tutorial, we built an AI agent capable of answering queries by surfing the web. However, when building agents for longer-running tasks, two critical concepts come into play: persistence and streaming. Persistence allows […]
Understanding implicit meaning is a fundamental aspect of human communication. Yet, current Natural Language Inference (NLI) models struggle to recognize implied entailments—statements that are logically inferred but not explicitly stated. Most current NLI datasets are […]
Large language models (LLMs) have become indispensable for various natural language processing applications, including machine translation, text summarization, and conversational AI. However, their increasing complexity and size have led to significant computational efficiency and memory […]
Next week marks the beginning of a new era for AI regulations as the first obligations of the EU AI Act take effect. While the full compliance requirements won’t come into force until mid-2025, the […]
Alibaba’s response to DeepSeek is Qwen 2.5-Max, the company’s latest Mixture-of-Experts (MoE) large-scale model. Qwen 2.5-Max boasts pretraining on over 20 trillion tokens and fine-tuning through cutting-edge techniques like Supervised Fine-Tuning (SFT) and Reinforcement Learning […]
Post-training quantization (PTQ) focuses on reducing the size and improving the speed of large language models (LLMs) to make them more practical for real-world use. Such models require large data volumes, but strongly skewed and […]
Microsoft and OpenAI are investigating a potential breach of the AI firm’s system by a group allegedly linked to Chinese AI startup DeepSeek. According to Bloomberg, the investigation stems from suspicious data extraction activity detected […]
The field of artificial intelligence is evolving rapidly, with increasing efforts to develop more capable and efficient language models. However, scaling these models comes with challenges, particularly regarding computational resources and the complexity of training. […]
OpenAI has launched ChatGPT Gov, a specially designed version of its AI chatbot tailored for use by US government agencies. ChatGPT Gov aims to harness the potential of AI to enhance efficiency, productivity, and service […]
Researchers have highlighted concerns regarding hallucinations in LLMs due to their generation of plausible but inaccurate or unrelated content. However, these hallucinations hold potential in creativity-driven fields like drug discovery, where innovation is essential. LLMs […]
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