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prism-shimmer-100k
prism-lab/prism-shimmer-100k
prism-shimmer-100k is a translation model from prism-lab. Use it when you need text moved from one language to another.
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.
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At a glance
- Task
- Translation
- Access
- Public
- Created
- Jan 26, 2026
- Updated
- Jan 26, 2026
- SHA
- 422f0d34
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Datasets
Model card
From the Hugging Face model README
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
# Requires modeling_prism.py (included in repo)
from modeling_prism_gated import PRISMHybrid_RoPE
# Model definition is self-contained in the repo
- Task
- Translation
- Created
- Jan 26, 2026
- Updated
- Jan 26, 2026