| --- |
| license: llama3.1 |
| gated: true |
| extra_gated_heading: "Access Request for Aura-1-Coding" |
| extra_gated_description: "By requesting access to this model, you agree to the waveforce-ai operational boundaries and data collection policies detailed in the Terms and Conditions below." |
| extra_gated_button_content: "Submit Access Request" |
| extra_gated_fields: |
| Name: text |
| Date of Birth: date_picker |
| Primary Intent: |
| type: select |
| options: |
| - "Personal Use" |
| - "Business Use" |
| --- |
| |
| # Aura-1-Coding (Standalone 4-Bit Variant) |
|
|
| Aura-1-Coding is an ultra-fast, standalone code generation model optimized using localized high-density distillation loops. Built on top of the `Meta-Llama-3.1-8B-Instruct` architecture, it features a protected, internal chain-of-thought system designed to execute complex operations without raw reasoning exposure, preventing multi-level distillation attacks and consumer dilution. |
|
|
| --- |
|
|
| ## 🔒 Terms and Conditions (Gated Agreement) |
|
|
| By requesting access to, downloading, or interacting with the weights of **Aura-1-Coding**, you explicitly bind yourself to the following team directives: |
|
|
| 1. **Anti-Tampering & Guardrails:** You are strictly prohibited from modifying, fine-tuning for malicious use, or executing adversarial prompt injections ("jailbreaks") to force the model into coding harmful, illegal, or destructive payloads. |
| 2. **Data Collection Policy:** To ensure alignment, system stability, and project integrity, waveforce-ai reserves the right to collect metadata, execution parameters, and request telemetry passing through the infrastructure. |
| 3. **Usage Boundaries:** Requests submitted under *Personal Use* are restricted to non-commercial research and local development environments. *Business Use* tier allocations must comply with corporate liability parameters. |
|
|
| --- |
|
|
| ## ⚡ Performance Footprint & Specifications |
|
|
| When access is granted, the primary execution architecture registers under the following hardware parameters: |
|
|
| | Metric / Component | Configuration Specification | |
| | :--- | :--- | |
| | **Base Architecture** | Meta-Llama-3.1-8B-Instruct | |
| | **Quantization Format** | 4-Bit NormalFloat (`NF4`) with Double Quantization | |
| | **Compute Data Type** | `Float16` Execution Gates | |
| | **Optimizer Blueprint** | 8-Bit Paged Memory Managed | |
| | **Target Alignment** | High-Density Multi-File Coding Stack | |
| | **VRAM Operational Footprint** | ~5.5 GiB (Ideal for consumer-grade GPU pipelines) | |
|
|
| --- |
|
|
| ## 📁 Repository Structure |
|
|
| The primary model assets are isolated inside the main distribution branch: |
| ```text |
| waveforce-ai/Aura-1-Coding/ |
| └── aura-1-coding-model-file/ |
| └── model.safetensors <- [5.70 GB Standalone Weights Binary] |
