即初始词元聚集了大量注意力。而且intial tokens与生成token的绝对距离距离和语义信息都不重要,重要的是intial tokens是第一个或者前面几个token,就是这些token作为锚点,所以其权重特别大。 上图给出了lama-2-7B中256个句子的平均注意力逻辑的可视化,每个句子的长度为16。观察结果包括: 前两层(第0层和第1层)的...
The code above create aCacheinstance.cacheType = CacheType.BOTHdefine a two level cache (a local in-memory-cache and a remote cache system) with local elements limited upper to 50(LRU based evict). You can use it like a map: UserDOuser=userCache.get(12345L);userCache.put(12345L,load...
[MLKV] MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding [MQA] Fast Transformer Decoding: One Write-Head is All You Need [Prefill优化][万字] 原理&图解vLLM Automatic Prefix Cache(RadixAttention): 首Token时延优化 DefTruth [YOCO] You Only Cache Once: Decoder-Decoder A...
CaM: Cache Merging for Memory-efficient LLMs Inference. Yuxin Zhang, Yuxuan Du, Gen Luo, Yunshan Zhong, Zhenyu Zhang, Shiwei Liu, Rongrong Ji. ICML 2024. Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs. Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung ...
In subject area: Computer Science Cache behavior refers to the way in which data is accessed and managed in cache memory to reduce the time required for accessing data from the main memory. It involves principles of temporal and spatial locality to optimize the efficiency of cache access by min...
This provides a thorough protection of the data in the cache memory of the storage systems, increasing the reliability thereof.doi:US7360016 B2Cang-Mou CaoXing-Jia WangJian-Feng GuoYi ChenTom ChenWin-Harn LiuUS
If the cache misses, the processor fetches the data from main memory and places it in the cache for future use. To accommodate the new data, the cache must replace old data. This section investigates these issues in cache design by answering the following questions: (1) What data is held...
from sys.dm_os_memory_cache_counters where name IN ( 'SQL Plans' , 'Object Plans' , 'Bound Trees' ) Ví dụ: trên hệ thống 64 bit, số bộ chứa cho bộ đệm ...
A system and method for guaranteeing coherency between a write back cache and main memory in a computer system that does not have the bus level signals for a conventional write back cache memory. Cache coherency can be maintained by writ... S Raman - US 被引量: 25.6万发表: 1996年 ...
However, despite its advantages, 3DGS suffers from substantial memory and storage requirements, posing challenges for deployment on resource-constrained devices. In this survey, we provide a comprehensive overview focusing on the scalability and compression of 3DGS. We begin with a detailed background...