AI Briefing#ollama
The latest AI and developer news about #ollama, with the original source and a short summary.
The latest AI and developer news about #ollama, with the original source and a short summary.
The free Windows tool uses a shared queue to stop CUDA OOM crashes when multiple apps access the GPU simultaneously.
The new metrics include spend per day, spend per API key, input and output tokens per model, and cached input rate.
LLMxRay is a new open-source tool that provides detailed observability for local Ollama models, including prompt caching analysis, token-level streaming visualization, and protocol comparison.
The open-source project enables shared workspaces where humans and AI agents collaborate using local models like Ollama or external APIs.
This analysis compares the features and suitable workloads of major open-source inference stacks such as llama.cpp, vLLM, and SGLang.
The local LLM agent extension for VS Code has officially launched on the marketplace, adding multi-turn conversation and GitHub integration features.
NVIDIA has released 'PAIR', an open-source tool that connects multiple local computers to distribute AI inference requests.
A CLI tool named 'raggy' has been released, performing RAG on local documents using Ollama and hybrid indexing.
Ollama Cloud's September 1 pricing change has increased the effective cost for new subscribers and switching users by up to 6.7 times.
The open-source proxy 'Vessel' has been released, allowing users to log Ollama requests and compare them with other models.
Ollama's KV cache quantization settings are applied globally, which can cause performance degradation for specific models.
Ollama's default settings for context length, parallel requests, and resident model limits significantly increase memory usage, causing GPU offloading failures.
Ollama 0.32.15 introduces a metadata cache to reduce per-request processing overhead.
OpenClaude, an open-source coding agent that runs without subscription fees using local Ollama models, has been released.
Hillock v0.4, a local memory engine that integrates with Ollama to minimize VRAM usage and support fast document parsing, has been released.
Accord GPU, which prevents VRAM conflicts between multiple GPU-using apps and manages task order, has launched in open beta.
Copilot for JetBrains v1.15 supports enterprise policy management and Ollama BYOK.
NVIDIA is partnering with the local AI community to expand the ecosystem of open models and agents.
ODS, an open-source stack that installs various AI tools like Ollama, Open WebUI, and n8n all at once, has been released.
An open-source project has been released that uses a local LLM to extract relationships between concepts from text and build a knowledge graph.
OpenWorker, an open-source AI agent that performs real work on the user's desktop, has been released.
NuMind's open-weight 4B VLM NuExtract3 has been officially released on Ollama, enabling local structured document extraction.
Stoke, an open-source tool that supports efficient routing and management between Ollama instances running on multiple machines, has been released.
Ollama, an open model execution platform, has raised a Series A round of $88 million.