Critique du film LA CACHE de Lionel Baier avec Michel Blanc, Dominique Reymond, William Lebghil, Liliane Rovère, Augustin Gabrielli, Ethan Chimienti...

Diese Komödie erzählt liebevoll die Geschichte einer ungewöhlichen Familie im Paris des Mai 1968.

Diffusion-based Large Language Models(DLLMs) enable parallel generation via Semi-Autoregressive (SAR) decoding in text generation. However, current methods suffer from severe operator-level redundancy: they recompute the entire sequence during denoising steps, ignoring that the prefix and masked su…

Découvrez *La Cache* de Christophe Boltanski, prix Femina 2015. Une enquête fascinante sur une famille parisienne, marquée par la Shoah et l'enfermement.

Recent advancements in Large Language Models (LLMs) have spurred interest in numerous applications requiring robust long-range capabilities, essential for processing extensive input contexts and continuously generating extended outputs. As sequence lengths increase, the number of Key-Value (KV) pairs in LLMs escalates, creating a significant efficiency bottleneck. In this paper, we propose a new KV cache optimization paradigm called LaCache, a training-free method for efficient and accurate generative inference of LLMs. LaCache enables LLMs to simultaneously address both of the critical challenges in long-range modeling: robust long-range capabilities and continuous generation without running out-of-memory (OOM). Specifically, LaCache integrates two key innovations: (1) a ladder-shaped KV cache pattern that stores KV pairs not only sequentially (left-to-right within each layer) but also across layers (from shallow to deep), providing an extended span for capturing long-range dependencies under a fixed storage budget, thereby boosting long-range capabilities; and (2) an iterative compaction mechanism that progressively compresses older caches, freeing up space for new tokens within a fixed cache size. This token distance-based dynamic compression enables more effective continuous generation under constrained cache budgets. Experiments across various tasks, benchmarks, and LLM models consistently validate LaCache's effectiveness in enhancing LLMs' long-range capabilities. Our code is available at https://github.com/GATECH-EIC/LaCache.

“La grande famille” Alors que les révoltes estudiantines commencent à gronder dans les universités parisiennes, Christophe, garçon à l’imagination vive, est laissé aux bons soins de ses grands-pare…

LA CACHE / THE SAFE HOUSE soundtrack by Diego Baldenweg, Nora Baldenweg & Lionel Baldenweg has been released by MovieScore Media

Der neue Film des Schweizer Regisseurs feierte seine Weltpremiere im Wettbewerb der Berlinale.