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Model Merging allows one to leverage the expertise of specific fine-tuned models as a single powerful entity. The concept is straightforward: teach variants of a base foundation model on independent…
Video generation has improved with models like Sora, which uses the Diffusion Transformer (DiT) architecture. While text-to-video (T2V) models have advanced, they often find it hard to create clear and…
LLMs enable interactions with external tools and data sources, such as weather APIs or calculators, through function calls, unlocking diverse applications like autonomous AI agents and neurosymbolic reasoning systems. However,…
Large Multimodal Models (LMMs) excel in many vision-language tasks, but their effectiveness needs to improve in cross-cultural contexts. This is because they need to counterbalance the bias in their training…
Large Language Models (LLMs) have significantly advanced natural language processing, but tokenization-based architectures bring notable limitations. These models depend on fixed-vocabulary tokenizers like Byte Pair Encoding (BPE) to segment text…
XAI, Elon Musk’s AI company, may be embroiled in an escalating lawsuit with OpenAI. But that’s not stopping it from shipping new products — on a Friday night, no less.…
Neural networks face significant challenges in generalizing to out-of-distribution (OOD) data that deviates from the in-distribution (ID) training data. This generalization problem poses critical reliability issues in practical machine learning…
OpenAI co-founder Ilya Sutskever spoke on a range of topics at NeurIPS, the annual AI conference, Friday afternoon before accepting an award for his contributions to the field. Sutskever gave…
A former OpenAI employee, Suchir Balaji, was recently found dead in his San Francisco apartment, according to the San Francisco Office of the Chief Medical Examiner. In October, the 26-year-old…
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