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opt-350m-w8a8-unstructured50
yujiepan/opt-350m-w8a8-unstructured50
opt-350m-w8a8-unstructured50 is a text generation model from yujiepan. Use it when you need the model to write or continue text. It is set up for transformers.
This model is w8a8 quantized & unstructually sparsified by OpenVINO, exported from facebook/opt-350m.
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- opt
- Access
- Public
- Created
- Oct 12, 2023
- Updated
- Oct 16, 2023
- SHA
- db14d75f
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Model card
From the Hugging Face model README
yujiepan/opt-350m-w8a8-unstructured50
This model is w8a8 quantized & unstructually sparsified by OpenVINO, exported from facebook/opt-350m.
This model is not tuned for accuracy.
- Quantization: 8-bit symmetric for weights & activations
- Unstructured sparsity in transformer block linear layers: 50%
Codes for export: https://gist.github.com/yujiepan-work/1e6dd9f9c2aac0e9ecaf2ed4d82d1158
- Task
- Text Generation
- Library
- transformers
- Type
- opt
- Created
- Oct 12, 2023
- Updated
- Oct 16, 2023