Techyon - AI News Aggregator

Building a Hybrid Local/Cloud Coding Agent for 5 Devs — Are 2x RTX 3090 Enough for 64k Context?

Hybrid AI Coding Agent Architecture Designing a Hybrid Local/Cloud Coding Agent for Scalable Development Workflows This article reviews a proposed architecture for a hybrid AI coding workflow designed to support a small …

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I built a powerful RAG and knowledge graph agent that actually runs locally

Local Deployment of Advanced RAG and Knowledge Graph Agents A new project has been presented detailing the construction of a powerful agent that integrates Retrieval-Augmented Generation (RAG) with a knowledge graph (KG)…

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[R] SERR-CASCADE: Hierarchical risk-aware architecture for LLM inference (paper simulation, 4-25× speedup, with validation roadmap)

SERR-CASCADE: Hierarchical, Risk-Aware Architecture for Multi-Bottleneck LLM Inference Optimization SERR-CASCADE introduces a novel, coordinated hierarchical architecture designed to address the multiplicative performanc…

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IMG Dataset Refiner v4.3 Pro is here! 🚀 The ultimate dataset prep tool for LoRAs

IMG Dataset Refiner v4.3 Pro: A Professional Data Engineering Suite for LoRA Training The release of IMG Dataset Refiner v4.3 Pro marks a significant advancement in the preparation pipeline for generative AI models. This…

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I built a powerful RAG and knowledge graph agent that actually runs locally

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I built a local MCP server that gives AI agents on-device Vision OCR no cloud, no API keys

[Demo of how it works](https://i.redd.it/y1izxx6xfu2h1.gif) I got tired of sending documents and images to cloud APIs just to extract text, so I built [VisionMCP](https://github.com/br3akzero/vision.

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Exposing /v1/embeddings natively on Android without Termux! Custom Fork for SillyTavern RAG

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Free Google search MCP for local LLMs (no API key, no SerpAPI, runs Playwright on your box)

local models can't search. paid options want API keys (SerpAPI free tier is tiny), and the 6 free Google search MCPs I tested all failed. so I wrote one. drives a warm Chrome profile via Playwright.

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G4-MeroMero-26B-A4B-it-uncensored-heretic Is Out Now, a Finetune of gemma-4-26B-A4B-it, With KLD of 0.0152 and 12/100 Refusals!

When I previously posted the uncensored version of the 31B version of the MeroMero finetune, quite a few people asked for the 26B-A4B version, I wasn't so keen on it because I considered the 31B to be

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Qwen3.6-27B on RTX 3090: tested 12 GGUF quants across HumanEval+, MBPP+, perplexity, throughput and needle-in-haystack. First-timer results.

## Disclaimer first I'm new to local LLMs — this was my first serious attempt at benchmarking and I'm posting the results in the hope they're useful to others, not because I'm claiming any expertise.

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Finally 100% Local

Achieving Full Local Inference for Automated AI Workflows A recent report details the successful transition of complex automated workflows and code generation tasks to run entirely on local hardware, demonstrating the gr…

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