| --- |
| license: gemma |
| tags: |
| - text-generation |
| - safetensors |
| - typescript |
| - express-api |
| - python |
| - tailwind-css |
| language: |
| - de |
| - en |
| pipeline_tag: text-generation |
| base_model: unsloth/gemma-4-e2b |
| --- |
| |
| # LottiCode — Pure Execution Code-Monkey |
|
|
| > "Zero architectural bloat. Maximum 16-bit execution precision. Built to code down exact specifications." |
|
|
| LottiCode is a highly optimized, specialized model built exclusively for **pure, raw code generation (writing down the lines)**. It operates natively on Linux with full hardware acceleration on AMD GPUs. |
|
|
| ### Crucial Operational Framework |
|
|
| * **NO Architecture, NO Code Reviews:** This model does **not** design software architectures, evaluate system design, or review existing codebases. It is built to code, not to plan. |
| * **Requires an Architect Agent:** To function efficiently, LottiCode depends entirely on a separate, high-level architecture agent that provides an explicit, foolproof step-by-step master plan. |
| * **Context Window Optimization:** Because the model works most efficiently within a compact context window (recommended `8192`), the orchestration layer must feed it clean, granular, bite-sized tasks. It turns precise, isolated technical specs into flawless, production-ready code—step by step. |
|
|
| ## Core Competencies (Pure Execution) |
|
|
| 1. **TypeScript & JavaScript:** Writing down rigid typings, exact interface implementations, and clean functional logic. |
| 2. **Express API Services:** Generating robust endpoints, explicit route validations, and strict error handlers based on strict specifications. |
| 3. **Python Backends:** Fast scripting, data processing logic, and automation code. |
| 4. **Tailwind CSS Frontend:** Turning precise UI specs into perfect HTML/JSX layout code with responsive Tailwind utility classes. |
|
|
| ## Recommended LM Studio Parameters |
|
|
| * **Context Length:** `8192` (Keep it small and focused per sub-task to maximize precision!) |
| * **Max Tokens (Output):** `2048` |
| * **GPU Offload:** Max (100% VRAM utilization via Vulkan/ROCm backend) |
