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4 following AI & ML interests I'm tired of generic quantizations that consume too many resources when they could be even higher quality and consume much less, but nobody was doing it then I thought Why don't I do it myself? And here I am, the first person to dedicate everything to quality over quantity.
Recent Activity replied to their post 2 days ago Introducing V-Agent: a local-first AI agent for Windows, built by a quantizer, for quants
VAL-APEX-Mini/Nano/Micro Plus builds get more quality out of consumer GPUs. V-Agent does the same on the app side: right engine for your card, right quant, real tools without giving away your PC. Free, open source (Apache-2.0), no account, no telemetry, everything on 127.0.0.1.
๐ง Right engine for your GPU
- Detects your hardware and installs the official llama.cpp build for it (CUDA, Vulkan for AMD / Intel Arc, or CPU), SHA-256 verified
- Strata engines or any OpenAI / Claude-compatible API too
- Live tok/s, context, VRAM and RAM
๐ Hugging Face built in
- Browse GGUF repos with stats and the rendered model card
- Each quant shows if it fits your GPU, needs GPU + RAM, or is too big
- Resumable, SHA-256 verified downloads, added automatically
- Import LM Studio and Unsloth Studio models with their sampling, context, KV cache and chat template
- APEX-I / VAL-APEX files get their chat template from the official repo
๐ ๏ธ Real tools, clear limits
- Files with undo, commands, web search, an autonomous browser, HTTP and any MCP server
- Each chat works in an isolated folder; full-PC access is opt-in and actions can require approval
- Code is checked on save; HTML pages run in a headless browser and errors go back to the model
๐ Signed updates: small fixes apply themselves, new versions install only when you say so.
Windows 10/11 ยท 5 languages ยท early release, feedback welcome.
โ ๏ธ Not code-signed yet, so SmartScreen asks first: More info โ Run anyway.
https://github.com/IsValorum/V-Agent
Which model would you try first? ๐
๐ Signed updates
- Installers and small " View all activity Organizations None yet
IsValorum 's activity All Models Datasets Spaces Buckets Papers Collections Community Posts Upvotes Likes Articles upvoted an article about 2 months ago view article Training and Finetuning Multi-Vector Embedding Models with Sentence Transformers tomaarsen
โข Aug 26
โข 145