text generation

From Words to Concepts: How Large Concept Models Are Redefining Language Understanding and Generation

In recent times, large language models (LLMs) have made significant progress in generating human-like text, translating languages, and answering complex queries. Nevertheless, despite their impressive capabilities, LLMs primarily operate by predicting the subsequent word...

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Current long-context large language models (LLMs) can process inputs as much as 100,000 tokens, yet they struggle to generate outputs exceeding even a modest length of two,000 words. Controlled experiments reveal that the model’s...

InstructIR: High-Quality Image Restoration Following Human Instructions

A picture can convey an important deal, yet it can also be marred by various issues comparable to motion blur, haze, noise, and low dynamic range. These problems, commonly known as degradations in low-level...

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