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codet5-small-nl2cmd-trimmed-onnx-int8-embed
diethylene/codet5-small-nl2cmd-trimmed-onnx-int8-embed
codet5-small-nl2cmd-trimmed-onnx-int8-embed is a translation model from diethylene. Use it when you need text moved from one language to another. It is set up for optimum. The card lists the license as apache-2.0.
This model is an int8-quantized version of diethylene/codet5-small-nl2cmd-trimmed-onnx-int8 with quantized embeddings.
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At a glance
- Task
- Translation
- Library
- optimum
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Sep 14, 2026
- Updated
- Sep 14, 2026
- SHA
- 43e7bb37
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Base models
Model card
From the Hugging Face model README
This model is an int8-quantized version of diethylene/codet5-small-nl2cmd-trimmed-onnx-int8 with quantized embeddings.
Dataset Citations
- westenfelder/NL2SH-ALFA (MIT). Westenfelder et al., "LLM-Supported Natural Language to Bash Translation", NAACL 2025. DOI: 10.18653/v1/2025.naacl-long.555.
- tldr-pages/tldr (CC BY 4.0). Copyright the tldr-pages team and contributors. Content was modified and normalized for training; pinned at commit 9772284fdecc17e1e72a671a773460b96ac75078. License: CC BY 4.0.
- magnumresearchgroup/bash_gen (ChatGPT-generated bash). Fu et al., "A Transformer-based Approach for Translating Natural Language to Bash Commands" and "NL2CMD: An Updated Workflow for Natural Language to Bash Commands Translation".
Intended uses
The intent of this model is to translate natural language into bash commands, primarily for linux as of now. Use with caution, it WILL happily issue destructive commands if you let it.
Framework versions
- transformers 4.57.6
- torch 2.13.0+cu130
- optimum 2.1.0
- optimum-onnx 0.1.0
- onnxruntime 1.28.0
- onnx 1.22.0
- Task
- Translation
- Library
- optimum
- Type
- t5
- License
- apache-2.0
- Created
- Sep 14, 2026
- Updated
- Sep 14, 2026