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bling-phi-3-onnx
llmware/bling-phi-3-onnx
bling-phi-3-onnx is a text generation model from llmware. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
bling-phi-3-onnx is a fast and accurate fact-based question-answering model, designed for retrieval augmented generation (RAG) with complex business documents, quantized and packaged in ONNX int4 for AI PCs using Inte…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- phi3
- Access
- Public
- Created
- Jun 13, 2024
- Updated
- Oct 31, 2024
- SHA
- 5bdedd84
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Model card
From the Hugging Face model README
bling-phi-3-onnx
bling-phi-3-onnx is a fast and accurate fact-based question-answering model, designed for retrieval augmented generation (RAG) with complex business documents, quantized and packaged in ONNX int4 for AI PCs using Intel GPU, CPU and NPU.
This model is one of the most accurate in the BLING/DRAGON model series, which is especially notable given the relatively small size and is ideal for use on AI PCs and local inferencing.
Model Description
- Developed by: llmware
- Model type: phi-3
- Parameters: 3.8 billion
- Quantization: int4
- Model Parent: llmware/bling-phi-3
- Language(s) (NLP): English
- License: Apache 2.0
- Uses: Fact-based question-answering, RAG
- RAG Benchmark Accuracy Score: 99.5
Model Card Contact
- Task
- Text Generation
- Library
- transformers
- Type
- phi3
- License
- apache-2.0
- Created
- Jun 13, 2024
- Updated
- Oct 31, 2024