Context Windows

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Scoured 121 posts in 16.2 ms

Dense Contexts Are Hard Contexts: Lexical Density Limits Effective Context in LLMs

 🤖LLM  Content type: Academic
arxiv.org··Hacker News
Less-relevant results

JeevanJoshi2061/titan_engine_core: Constant-memory sequence modeling engine combining selective holographic-compression (ASH-C) with a coordinate pointer network (HEP-DNA). Bypasses the linear KV Cache bottleneck on consumer GPUs.

 🌟Open Source  Content type: Code
github.com··Hacker News

Research Proposal: Decoupled RISC-LLM Architectures via Circadian Synaptic Consolidation

 💬LLMs
aermia.com··Hacker News

Launch HN: General Instinct (YC P26) – Frontier models on edge devices

 💬LLMs  Content type: Discussion

Common JavaScript tools packaged for offline and agent use

 🔊TTS
wyreup.com··Hacker News

zhongkaifu/TensorSharp: A C# inference engine for running large language models (LLMs) locally using GGUF model files. TensorSharp provides a console application, a web-based chatbot interface, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/Linux with full GPU capability

 🤖LLM  Content type: Code
github.com··Hacker News

Deep Dive into LLM Token Cost — Blog Series Part 2: How Prompt Caching Actually Works

 🤖LLM  Content type: Blog

Full Context on a Vulkan-Only Strix Halo: The Decode-Drop Reproduces, but the Sweet Spot Moves

 🎨Computer Graphics

sergey-automation/TurboPrefill: Multi-GPU prefill acceleration for llama.cpp

 🤖LLM  Content type: Code
github.com··Hacker News

KJLdefeated/RL.cu: RLVR training for LLM in CUDA/C++

 🤖LLM  Content type: Code
github.com··Hacker News

Nvidia DGX Spark GB10 – AI Models and Guide with vLLM and Autonomous Script

 🤖LLM  Content type: Code
github.com··Hacker News

MikkoParkkola/mcp-gateway: Universal MCP Gateway - Single-port multiplexing with Meta-MCP for ~95% context token savings

 🔌MCP  Content type: Code
github.com··Hacker News

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