Recede Ultra Max

Recede Ultra Max is a fine-tuned conversational AI model developed by Recede Industries as part of the Recede AI project.

It is based on Qwen/Qwen2.5-7B-Instruct and fine-tuned using LoRA/QLoRA for efficient training and deployment.

Model: Recede Ultra Max
Developer: Recede Industries
Project: Recede AI
Base Model: Qwen/Qwen2.5-7B-Instruct
Fine-tuning: LoRA / QLoRA
Model Type: PEFT Adapter

Features

Recede Ultra Max is designed for:

General conversation
Programming assistance
Python development
Technical questions
Code generation and explanation
Educational assistance
Instruction following
Recede AI project interactions

Model Architecture

Component	Details
Base Model	Qwen/Qwen2.5-7B-Instruct
Fine-tuning	LoRA / QLoRA
Framework	Transformers
Training	Hugging Face TRL + PEFT
Quantization	4-bit
Training GPU	NVIDIA Tesla T4
Training Environment	Google Colab

This repository contains the LoRA adapter weights, not a complete copy of the Qwen 7B base model.

The base model must be loaded together with this adapter.

Installation

Install the required packages:

pip install -U transformers datasets peft trl accelerate bitsandbytes sentencepiece

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