jit-agent-poc 🧪 ALPHA
Part of Agent Forge Framework - Unified Model Architecture POC
Single Qwen2.5-Coder-1.5B model serving as both Orchestrator and Translator for concept-to-code translation
Overview
jit-agent-poc demonstrates a unified architecture where a single fine-tuned Qwen2.5-Coder-1.5B model serves as both the Orchestrator and Translator in the Agent Forge system. This approach eliminates the complexity of multiple models by using one specialized model for high-level planning and low-level code generation, optimized through LoRA fine-tuning with Unsloth for maximum efficiency.
🤖 Unified Model
Single Qwen2.5-Coder-1.5B model handles both orchestration and translation tasks.
⚡ LoRA Fine-tuning
Efficient parameter adaptation using Unsloth for concept-to-code translation.
🎯 Specialized Training
Fine-tuned on specific prompt patterns for consistent code generation.
📊 Benchmarked
Comparative analysis against baseline LLM approaches with performance metrics.