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bling-tiny-llama-onnx
llmware/bling-tiny-llama-onnx
bling-tiny-llama-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-tiny-llama-onnx is a very small, very fast fact-based question-answering model, designed for retrieval augmented generation (RAG) with complex business documents, quantized and packaged in ONNX int4 for AI PCs u…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Jun 13, 2024
- Updated
- Oct 31, 2024
- SHA
- 467189b3
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Model card
From the Hugging Face model README
bling-tiny-llama-onnx
bling-tiny-llama-onnx is a very small, very fast 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 smallest and fastest in the series. For higher accuracy, look at larger models in the BLING/DRAGON series.
Model Description
- Developed by: llmware
- Model type: tinyllama
- Parameters: 1.1 billion
- Quantization: int4
- Model Parent: llmware/bling-tiny-llama-v0
- Language(s) (NLP): English
- License: Apache 2.0
- Uses: Fact-based question-answering, RAG
- RAG Benchmark Accuracy Score: 86.5
Model Card Contact
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Jun 13, 2024
- Updated
- Oct 31, 2024