Top Tweets for #Kvcache
Ascolta in 2 minuti la puntata del 7 Settembre 2026 di Notizie dal mondo dell'intelligenza artificiale
https://t.co/0ZPJHUtDQ8
#ai #llm #kvcache #ziobuddalabs #news #newstech #microsoft #coding #agentsai #redhat
Tokenomics has a new name: Inferra
See it debut on YouTube, live from the AI Infra Summit 2026!
🗓️ Date: Sept 15, 2026
⏰ Time: 12:15 PM PST
👉 Set your reminder and watch live here: https://t.co/8Tv3BZ9eNB
#AIInfraSummit #LLMInference #KVCache #Lightbits #GPU #AIInfrastructure
قد تكون أكبر مشكلة في نماذج الذكاء الاصطناعي الحديثة… ليست الذكاء، بل الذاكرة.
وراء تسارع #GPT و #Llama و #DeepSeek معركة هندسية عميقة تدور حول #KVCache: كيف نحفظ ما نحتاجه، ونقلّل ما لا نحتاجه، وننقل البيانات بأقل كلفة ممكنة؟
من MHA الى MQA الى GQA الى MLA، إلى FlashAttention وSparse Attention، ثم PagedAttention وRadixAttention؛ يتضح أن مستقبل الاستدلال لا تحدده قوة الحساب وحدها، بل هندسة الذاكرة وحركة البيانات.
والحقيقة التي قد تبدو غير بديهية: النموذج الأسرع ليس بالضرورة من يحسب أكثر… بل من يحرّك بيانات أقل.
#الذكاء_الاصطناعي #LLM #DeepLearning #MachineLearning #Transformers #Attention #Inference #AI
@rasbt An interesting question is whether researchers and model providers will explore other tradeoffs to increase compute over adding more memory, as memory is so constrained? For example, constrain KV cache size by doing more compute?
#kvcache #memory #architecture
Offloading KV cache only helps if fetching it beats recomputing it. Graid Technology's Field CTO Randy Kreiser talks with TechArena about why memory—not FLOPS—now gates AI inference economics.
👉 https://t.co/7JV6LJDOMd
#AIInference #KVCache #GPUAcceleratedStorage
@minhash Cache aware routing lives or dies on prefix hit rate, so pin replicas by tenant and track KV reuse before adding nodes. Heterogeneous pools want per pool TTFT budgets. https://t.co/xACcNZZzy8 @minhash @sgl_project #ModelBeat #Elytra #vLLM #SGLang #KVCache
p14. throughput·mem·FLOPs vs context. FA는 이차로 치고, SWA/Linear는 평탄. 캡션과 축 표기가 어긋나는 부분이 있어 축을 우선하면 된다. Window 64–512 트레이드오프는 4-layer 조건에서 본 것.
#LLM서빙 #SWA #LinearAttention #KVCache #AttentionSink #긴컨텍스트
ScaleFlux is aiming an SSD platform at NVIDIA CMX KV cache: 7 to 10+ effective DWPD, 200+ FDP write streams per drive, and 2x lower write amplification in preliminary testing. All ScaleFlux figures.
https://t.co/oEfM4r6sb2
#KVcache #FDP #SSD @ScaleFlux
KIOXIA's first PCIe 6.0 enterprise SSD: the CM10 pairs 332-layer BiCS gen 10 with up to 61.44TB and claims 92% higher sequential read than CM9. Cold-plate liquid cooling on E3.S. https://t.co/hSvno17W9X #KVcache #SSD @KIOXIAAmerica
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/9xQevELyCN
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/9xQevELyCN
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/lGbdOuh63g
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/9xQevELyCN
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/JpvSO5I3oZ
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/9xQevELyCN
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/TJBz2zT0I6
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
Multi-Terabyte GPUs the Only Answer for AI Scaling - Tech Field Day Podcast https://t.co/JpvSO5I3oZ
@TechFieldDayPod @TechFieldDay @DemitasseNZ @AndyBanta @Signal65 @TheFuturumGroup #TFDPodcast #AIInfrastructure #EnterpriseAI #GPUMemory #KVCache
FP8 KV cache is underrated. Weights load once, but KV grows with every token and batch. Halving KV from FP16 to FP8 roughly doubles the context you hold at fixed VRAM, and attention is memory-bound so the accuracy hit stays small. #quantization #KVcache #FP8 #inference #LLM
Last Seen Hashtags on Sotwe
Trends for you
Most Popular Users
Elon Musk 
@elonmusk
241.6M followers
Barack Obama
@barackobama
119M followers
Cristiano Ronaldo
@cristiano
114.1M followers
Donald J. Trump
@realdonaldtrump
111.8M followers
Narendra Modi
@narendramodi
107.2M followers
Rihanna
@rihanna
98.7M followers
NASA
@nasa
92.4M followers
Justin Bieber
@justinbieber
91.8M followers
KATY PERRY
@katyperry
89.9M followers
Taylor Swift
@taylorswift13
83.8M followers
Lady Gaga
@ladygaga
75.3M followers
Virat Kohli
@imvkohli
73.1M followers
Kim Kardashian
@kimkardashian
70.8M followers
YouTube
@youtube
68.8M followers
Neymar Jr
@neymarjr
66.1M followers
Bill Gates
@billgates
65M followers
Selena Gomez
@selenagomez
62.9M followers
The Ellen Show
@theellenshow
62.3M followers
CNN
@cnn
61.8M followers
X
@x
60.7M followers