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netra-nmt-small-diffusion
Darayut/netra-nmt-small-diffusion
netra-nmt-small-diffusion is a translation model from Darayut. Use it when you need text moved from one language to another. It is set up for netra-nmt. The card lists the license as mit.
A non-autoregressive discrete-diffusion decoder variant of netra-nmt, same encoder-decoder size (~90M params) as the autoregressive model, trading some translation quality for fixed-cost, parallel CPU decoding (see th…
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.safetensors180 MB · 99%
At a glance
- Task
- Translation
- Library
- netra-nmt
- License
- mit
- Model type
- diffusion
- Access
- Public
- Created
- Jul 3, 2026
- Updated
- Jul 4, 2026
- SHA
- 05ef394a
Try a prompt
Model card
From the Hugging Face model README
netra-nmt (diffusion, experimental)
A non-autoregressive discrete-diffusion decoder variant of netra-nmt, same encoder-decoder size (~90M params) as the autoregressive model, trading some translation quality for fixed-cost, parallel CPU decoding (see the main repo README for the quality/latency comparison).
Usage
pip install netra-nmt
from netra_nmt import DiffusionTranslator
t = DiffusionTranslator(repo_id="Darayut/netra-nmt-small-diffusion", steps=10)
print(t.translate("Hello, how are you?", direction="en2km"))
print(t.translate("សួស្តី", direction="km2en"))
Files: model.safetensors (fp16 weights), config.json, spm_32k.model (SentencePiece tokenizer).
- Task
- Translation
- Library
- netra-nmt
- Type
- diffusion
- License
- mit
- Languages
- en, km
- Created
- Jul 3, 2026
- Updated
- Jul 4, 2026