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llama-server models.ini guide for Qwen3 reranker + embedding + chat models. Fix for Qwen3-Reranker GGUF producing near-zero scores (4.5e-23) with llama.cpp. Covers /v1/rerank endpoint, pooling=rank, cls.output.weight, convert_hf_to_gguf.py proper conversion, models.ini preset reference with all valid keys,
Running Qwen3 Models with llama-server (Embedding + Reranking + Chat)
A practical guide to running multiple Qwen3 models through a single llama-server instance using model routing. Covers embedding, reranking, and chat/vision models.
Tested on Windows with RTX 3090 (24GB VRAM), llama-server build from llama.cpp master branch. Last updated: 2025-03-09.
A deep dive into how Anthropic's Claude for Chrome extension works under the hood, based on reading the extension's source code.
Architecture Overview
The extension is a Chrome Manifest V3 extension built with React, using the Anthropic JavaScript SDK directly in the browser. It opens as a side panel alongside the active tab and acts as an AI agent that can see and interact with web pages.
The Anthropic JS SDK is instantiated in the browser with dangerouslyAllowBrowser: true, authenticating via either OAuth PKCE (default, scopes: user:profile user:inference) or a manual API key (feature-gated for internal use).
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Last active
March 13, 2026 15:24— forked from creio/ascii art
ASCII Art Collection. A curated collection of static and live ASCII art links, along with some fun terminal commands for weather forecasts and the classic 'Star Wars' episode in ASCII.
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