…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Robotic simulators are a cornerstone of modern research in aerial robotics, serving both as a vehicle for the development of new control algorithms and…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Personalization is a crucial capability of modern language agents . However, current research primarily positions personalized agents as passive responders to user preferences, limiting their…
Big congrats to GGML and Hugging Face! Great news for the Local AI community. Excited to see llama.cpp grow stronger and make local AI easier for everyone! · This comment has been…
…View arXiv page View PDF GitHub 2 Add to collection Community Memory consolidation, the process by which transient experiences are transformed into stable, structured representations, is a foundational organizing principle in the…
…View arXiv page View PDF GitHub 5 Add to collection Community Large language models (LLMs) have become a central foundation of modern artificial intelligence, yet their lifecycle remains constrained by a rigid…
…Your article's points about reach and community engagement particularly struck us. With only 0.02% of internet content in African languages and Africa contributing less than 1% to global AI training…
…View arXiv page View PDF Add to collection Community Modern Large Language Models (LLMs) are often criticized for producing repetitive and homogeneous text, despite possessing vast latent vocabularies. While previous research has…
…Although the drafter network is small in modern architectures, its LM-head still performs projection to a large vocabulary, becoming one of the major computational bottlenecks. In prior work this issue has…
…Furthermore, such methods are generally incompatible with continuous batching , making them difficult to integrate into modern inference engines such as vLLM . To this end, we propose UniPrefill, a prefill acceleration framework applicable…
…However, modern 3D transformer pipelines face two coupled challenges: dense multi-view attention creates substantial token-mixing overhead, and low-precision execution can destabilize geometry-sensitive representations and degrade depth, pose, and…