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**Please note that use of this model is subject to the [Microsoft Research License](https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE) - and may not be used for any commercial purpose. We are providing our fine-tuned version, including the benchmarking results, solely for purpose of research and advancing insights on the performance of smaller models in RAG scenarios - it provides another point of comparison with other similarly sized and similarly finetuned BLING models.**
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For models with comparable performance and commercial use cases permitted in RAG deployments, please see:
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[bling-falcon-1b-0.1](https://huggingface.co/llmware/bling-falcon-1b-0.1)
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[bling-sheared-llama-1.3b-0.1](https://huggingface.co/llmware
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[bling-1b-0,1)](https://huggingface.co/llmware
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[bling-1.4b-0.1](https://huggingface.co/llmware
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### Benchmark Tests
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**Please note that use of this model is subject to the [Microsoft Research License](https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE) - and may not be used for any commercial purpose. We are providing our fine-tuned version, including the benchmarking results, solely for purpose of research and advancing insights on the performance of smaller models in RAG scenarios - it provides another point of comparison with other similarly sized and similarly finetuned BLING models.**
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For models with comparable performance and commercial use cases permitted in RAG deployments, please see:
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[**bling-falcon-1b-0.1**](https://huggingface.co/llmware/bling-falcon-1b-0.1) |
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[**bling-sheared-llama-1.3b-0.1**](https://huggingface.co/llmware/bling-sheared-llama-1.3b-0.1) |
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[**bling-1b-0,1**)](https://huggingface.co/llmware/bling-1b-0,1) |
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[**bling-1.4b-0.1**](https://huggingface.co/llmware/bling-1.4b-0.1)
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### Benchmark Tests
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