README.md

---
tags:
- translation
- prism
- shimmer
- pytorch
datasets:
- wmt14
metrics:
- bleu
model-index:
- name: Yujivus/PRISM-Shimmer
  results:
  - task:
      type: translation
      name: Translation (de-en)
    dataset:
      name: WMT14
      type: wmt14
      config: de-en
    metrics:
    - name: BLEU
      type: bleu
      value: TBD
---
# PRISM-Shimmer V5 (Experimental)

Official checkpoint for the **Shimmer** architecture (PRISM with Complex Embeddings + Intrinsic Phase).
This model uses **Harmonic Embeddings** instead of standard vector lookup tables to enable spectral alignment.

## Architecture
- **Encoder:** 6-Layer PRISM (Spectral Gated Harmonic Convolution)
- **Decoder:** 6-Layer Transformer (RoPE + Flash Attention)
- **Embedding:** Complex-Valued Shimmer Embeddings (Real+Imag parts learned separately)

## Usage
```python
# Requires modeling_prism.py (included in repo)
from modeling_prism import PRISMHybrid_RoPE
# Model definition is self-contained in the repo
```