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--- |
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license: other |
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license_name: license |
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license_link: LICENSE |
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tags: |
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- local |
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- offline |
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- fine-tuning |
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- llm |
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- training |
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- lora |
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- qlora |
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- adapters |
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- GAIOS |
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language: |
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- en |
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library_name: adapter-transformers |
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--- |
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# Adapter Factory - Community Edition |
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**A complete local AI training pipeline. No cloud. No API keys. No telemetry. Your hardware. Your data. Your model.** |
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Adapter Factory is part of [GAIOS](https://melanovproducts.com) (General AI Operating System), a full suite of offline AI tools built from the ground up by Melanov Products LLC. |
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--- |
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## What It Does |
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Adapter Factory takes you from a base model to a fine-tuned, deployable AI in minutes - entirely on your own machine. No command line. No Python scripts. No debugging tokenizer hashes. Just a GUI that handles the full pipeline: |
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**Download - Train - Merge - Quantize - Deploy** |
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- **Download** base models directly within the app |
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- **Train** using LoRA and QLoRA parameter-efficient fine-tuning on your own data |
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- **Merge** trained adapters back into the base model |
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- **Quantize** to GGUF format for efficient local inference |
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- **Deploy** your custom model to Diget (GAIOS chat interface) or any GGUF-compatible app |
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## What Makes This Different |
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This isn't a wrapper around someone else's API. There is no cloud dependency. Your training data never leaves your machine. Your fine-tuned models belong to you - no license complications, no usage tracking, no corporate oversight. |
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Adapter Factory was built for people who want to own their AI, not rent it. |
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## Tested With |
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- NVIDIA Nemotron-Mini-4B (validated end-to-end pipeline including full tokenizer conversion) |
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- LoRA and QLoRA training methods |
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- GGUF quantization (Q4 and above) |
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- Consumer-grade hardware (tested on Nvidia GTX 1650 budget entry level, 4GB VRAM |
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- RTX 3060 mid-range, 12GB VRAM |
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- RTX 5090 top of the line) |
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## Minimum Requirements |
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- Windows PC |
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- NVIDIA GPU with CUDA support (4GB+ VRAM recommended) |
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- No internet connection required after initial download |
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## Part of GAIOS |
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Adapter Factory is one component of a complete AI operating system that includes: |
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- **Diget** Local AI chat interface |
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- **Pandora's Box** Encryption vaults |
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- **Pipe** P2P file transfer |
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- **Codette IDE** Development environment |
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- **Digital Signing Tools** Cryptographic proof of ownership |
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- **GAIOS** the portable AIOS |
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## Premium Version |
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The Community Edition gets you started. The premium version with full features and will be available on Gumroad. |
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Please respect the original model licenses and stay out of trouble. |
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## About |
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Built by one person over many months while working full-time. No venture funding. No research team. No corporate backing. Just the work. |
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Melanov Products LLC Tools that respect your privacy and your intelligence. |
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