gatehouse (@imangegatehouse)

트윗은 @deepseek_ai가 AI 추론·학습에서 고가의 HBM(High-Bandwidth Memory) 필요성을 제거해 메모리(RAM) 문제를 해결할 방법을 찾았을 수 있다고 주장합니다. 또한 DRAM 가격이 10주 만에 5배 상승했다는 점을 언급하며 하드웨어 비용 절감과 메모리 혁신의 잠재적 영향을 시사합니다.

https://x.com/imangegatehouse/status/2013167288728338722

#hbm #dram #memoryoptimization #aiinference

😂 Một người dùng thắc mắc: Làm sao quản lý 100+ cuộc trò chuyện ChatGPT? Lưu KV cache (tốn RAM) hay tính toán lại khi tiếp tục (tốn CPU)? Đang tìm giải pháp cân bằng từ các dev tự phát triển chatbot LLM. #MachineLearning #KVcache #ComputationalTradeoff #ChatbotDevelopment #MemoryOptimization #TríTuệNhânTạo #TốiƯuHiệuSuất #TransformerModel #GiaoTiếpAI

https://www.reddit.com/r/LocalLLaMA/comments/1q8eqtc/longterm_kv_cache_storage_or_reruns_for_ongoing/

@kaganyldz @kansu @qwen

ONNX Context Manager 🚀

@kaganyldz, çözüm:

💾 ONNX Context Storage:

pub struct OnnxContextStore {
    context_cache: Arc<RocksDB>,
    onnx_loader: Arc<OnnxRuntime>,
    compression: LZ4,
}

⚡ Memory Efficient Recall:

Context Pool → ONNX Export → Disk
Gerekince → Memory'e Lazy Load
GC ile cleanup

🔧 Fallback Strategy:

• Context'i parçalara böl
• Önemli kısımlar RAM'de
• Eski veriler ONNX'te
• Lazy loading ile performans

Senin çekirdek + benim context = Mükemmel! 💪

#ONNX #ContextManager #MemoryOptimization

Memory access is O(N^[1/3])

https://vitalik.eth.limo/general/2025/10/05/memory13.html

#HackerNews #MemoryAccess #O(N^1/3) #MemoryOptimization #HackerNews #TechTrends #VitalikButerin

Ah yes, because nothing screams 'cutting-edge tech' 🚀 like cramming bits into a pointer like a sardine tin 🐟. Let's glorify the fact that most of that precious memory space remains as barren as my social calendar 🎉. Enjoy saving memory at the expense of your sanity! 🤪💾
https://vectrx.substack.com/p/pointer-tagging-in-c-the-art-of-packing #cuttingEdgeTech #memoryOptimization #sardineTin #techHumor #softwareDevelopment #sanitySavings #HackerNews #ngated

🎩 Behold the biblical-length scroll of #RSS feeds and a phone number from the #RavenDB wizard himself, selling us the magical beans of memory optimization! 🧙‍♂️ Apparently, if we just chant “rss” enough times, CPU costs will vanish into the ether! 💨✨
https://ayende.com/blog/203011-A/memory-optimizations-to-reduce-cpu-costs #MemoryOptimization #TechMagic #CPUCosts #HackerNews #ngated

🧠 Tutorial Spotlight: “Compress, Compute, and Conquer: Python-Blosc2 for Efficient Data Analysis” at #EuroSciPy2025

Join Francesc Alted and Luke Shaw for a 90-min hands-on session and learn how to:

Process datasets 100x larger than RAM

Use Blosc2’s new compute engine

Perform efficient JIT-compiled operations directly on compressed data

Integrate with NumPy and Python's data stack

📍 Kraków | Aug 18–22
🗓️ https://euroscipy.org/schedule
#Python #DataScience #BigData #MemoryOptimization #HPC

Deleting multiplayer from the Unreal engine can save memory

https://larstofus.com/2025/04/05/how-deleting-multiplayer-from-the-engine-can-save-memory/

#HackerNews #Deleting #multiplayer #from #the #Unreal #engine #can #save #memory #UnrealEngine #MemoryOptimization #GameDevelopment #TechNews

What’s your go-to solution for handling memory management in Unity, especially in mobile games? #Unity #memoryoptimization #mobiledev

🚀 Unlock the Full Potential of .NET 9! 🚀
If you're a .NET developer looking to boost your app's performance, the latest memory optimizations in .NET 9 are game-changers. From enhanced Garbage Collection to efficient memory allocation strategies, this release is all about making your applications faster and more efficient.
💡Check out my latest blog post👇
🔗 https://intisor.hashnode.dev/net-9-memory-usage-strategies

#dotNet #MemoryOptimization #Softwaredevelopment #GarbageCollection #techblog #DevCommunity #performance #CSharp