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+++ b/README.md
@@ -1,48 +1,38 @@
+
+
# IX Forge
-*Part of the Inference-X Ecosystem*
-[](LICENSE)
+**Community fine-tuning platform for Inference-X**
-**Community fine-tuning platform. Collective intelligence.**
+[]()
-The Forge is where the community contributes training data, improves models,
-and shares fine-tuned adapters (LoRA/QLoRA format). Open. Transparent. Community-owned.
+[inference-x.com](https://inference-x.com)
-## Deploy
-```bash
-pip install fastapi uvicorn
-python ix_forge.py
-# → API at http://localhost:7937
-```
+
-## API
-```
-POST /contribute — Submit training data (Q&A pairs)
-GET /datasets — Browse approved datasets
-POST /submit-adapter — Submit a trained LoRA adapter
-GET /adapters — Browse community adapters
-GET /leaderboard — Top contributors by training pairs
-GET /health — Service status
-```
+---
-## Contribution Format
-```json
-{
- "type": "qa",
- "language": "en",
- "domain": "science",
- "contributor": "your_handle",
- "pairs": [
- {"q": "What is...", "a": "It is..."}
- ]
-}
-```
+## What is IX Forge?
-## Supported Domains
-`science`, `code`, `math`, `multilingual`, `reasoning`, `creative`, `general`
+IX Forge is a collaborative platform for fine-tuning AI models using distributed Inference-X nodes. Contribute training data, compute, or expertise — earn credits usable for inference.
-Built in Morocco for the world. 🇲🇦
+## Features
-## License
-[Business Source License 1.1](LICENSE)
-**Author:** Salka Elmadani
+- **Dataset sharing** — curated, reviewed community datasets
+- **Distributed training** — split LoRA fine-tuning across multiple IX nodes
+- **Model sharing** — publish your fine-tuned LoRA adapters
+- **Credits system** — contribute compute, earn inference credits
+
+## Supported methods
+
+- LoRA / QLoRA fine-tuning
+- GGUF quantization of fine-tuned models
+- Dataset formatting (Alpaca, ShareGPT, ChatML)
+
+## Status
+
+Alpha — architecture defined, implementation ongoing.
+
+---
+
+*Part of the [Inference-X community](https://git.inference-x.com/inference-x-community)*