Add model card

README.md

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+---
+language:
+- en
+tags:
+- paligemma2
+- lora
+- multi-lora
+- serving
+- openai-api
+- visual-inspection
+- peft
+- google
+license: apache-2.0
+---
+
+# Anchor — PaliGemma2 Multi-LoRA Server
+
+**Load multiple LoRA adapters once. Switch between them at inference time — 216ms, no reload.**
+
+→ **GitHub:** [recursia-lab/anchor](https://github.com/recursia-lab/anchor)
+
+## What is this?
+
+Anchor is a lightweight serving server for PaliGemma2 with multiple LoRA adapters.
+Unlike frameworks that load adapters per-request from disk, Anchor keeps all adapters
+in GPU memory simultaneously — switching is a pointer swap.
+
+```
+Request: model="open_circuit"  →  set_adapter()  →  generate()  →  216ms
+Request: model="missing_hole"  →  set_adapter()  →  generate()  →  216ms
+Request: model="base"          →  disable_adapters()             →  generate()
+```
+
+## Quick Start
+
+```bash
+git clone https://github.com/recursia-lab/anchor
+docker build -t anchor .
+docker run --gpus all -v /model:/model -v /lora:/lora -p 8080:8080 anchor
+```
+
+## API (OpenAI-compatible)
+
+```bash
+curl http://localhost:8080/v1/chat/completions \
+  -d '{"model": "your_adapter", "messages": [...]}'
+```
+
+## Framework Support
+
+| Framework | PaliGemma2 LoRA |
+|---|---|
+| **Anchor** | ✅ pre-loaded, 216ms switch |
+| vLLM | ✅ per-request load |
+| SGLang | 🚧 [PR #24034](https://github.com/sgl-project/sglang/pull/24034) |
+
+## Community Adapters
+
+See [recursia-lab/paligemma2-adapters](https://github.com/recursia-lab/paligemma2-adapters)
+for a curated index of community fine-tuned PaliGemma2 LoRA adapters.
+
+---
+
+Built by [Recursia Lab](https://github.com/recursia-lab) • Apache 2.0