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---
license: mit
tags:
- titans-memory
- kernel
- safetensors
---
# Titans Memory Kernel - Nova Lineage
Evolved memory kernels for the Titans Memory system.
## Structure
- `nova_prime.safetensors` - The Prime kernel (16M params, 4096 dim)
- `nova_v1.safetensors` - Production-hardened V1 (identity preserved)
- `REGISTRY.jsonl` - Lineage registry with metadata
- `variants/` - 137 generation snapshots from evolution
## Parameters
- **Dimensions**: 4096
- **Memory Size**: ~65MB per kernel
- **Evolution**: Hardened with decay=0.99999, lr=0.0001
## Usage
```python
from safetensors.torch import load_file
kernel = load_file("nova_v1.safetensors")
memory_matrix = kernel["memory"] # (4096, 4096) f32
```
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