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github.com

nano-lmcache: LLM KV Cache Reuse Implementation

nano-lmcache provides a step-by-step educational implementation of LLM KV cache reuse, crucial for optimizing inference speed and cost.

CodingArchitectureOpenSource
github.com

llama.cpp Improves MoE Down Projection Scaling

llama.cpp updated its MoE implementation to use per-expert-token scaling for down projections, enhancing efficiency and enabling tensor parallelism.

ArchitectureOpenSource
x.com

Vangrid Connects Spatial Data Capturers with AI/Robotics Businesses

Vangrid is a new platform designed to streamline the collection of real-world spatial data by connecting data capturers with businesses building AI and robotics systems.

AI-AgentsResearch
x.com

Vangrid Launches On-Demand Physical World Data Marketplace for AI

Vangrid introduces a marketplace for real-world 3D data collection, enabling AI agents to programmatically request and pay for up-to-date environmental information.

ResearchArchitecture
reddit.com

Local AI Agents Process Personal Data Archives

An indie developer details using local AI agents to process and extract value from a large personal archive of digital content, demonstrating practical local AI application beyond frontier models.

LocalAIAI-AgentsTools
github.com

Ollama v0.40.7 Improves OpenAI API Compatibility

Ollama v0.40.7 enhances OpenAI API compatibility, fixes streaming issues, and adds model introspection features, improving local LLM development workflows.

LocalAIAPIsTools
x.com

Vangrid.io Enables AI Agents to Request Real-World Data

Vangrid.io launched a platform allowing AI agents to request real-world 3D data from human contributors, facilitating novel data acquisition for AI and robotics.

AI-AgentsAPIsMonetization
github.com

llama.cpp Refactors LFM2 Shortconv and FFN Blocks

ggerganov/llama.cpp's b11779 release refactors LFM2 components, streamlining the architecture for local LLM inference.

CodingOpenSourceArchitecture