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license: cc-by-sa-4.0 |
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--- |
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# Model Card for Model ID |
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<!-- Provide a quick summary of what the model is/does. --> |
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**bling-stablelm-3b-gguf** is a quantized version of BLING Stable-LM 3B, with 4_K_M GGUF quantization, providing a fast, small inference implementation for use on CPUs. |
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[**bling-stablelm-3b**](https://huggingface.co/llmware/bling-stable-lm-3b-4e1t-v0) is a fact-based question-answering model, optimized for complex business documents. |
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To pull the model via API: |
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from huggingface_hub import snapshot_download |
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snapshot_download("llmware/bling-stablelm-3b-gguf", local_dir="/path/on/your/machine/", local_dir_use_symlinks=False) |
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Load in your favorite GGUF inference engine, or try with llmware as follows: |
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from llmware.models import ModelCatalog |
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model = ModelCatalog().load_model("llmware/bling-stablelm-3b-gguf") |
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response = model.inference(query, add_context=text_sample, add_prompt_engineering="default_with_context") |
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Note: please review [**config.json**](https://huggingface.co/llmware/bling-stablelm-3b-gguf/blob/main/config.json) in the repository for prompt wrapping information, details on the model, and full test set. |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- **Developed by:** llmware |
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- **Model type:** GGUF |
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- **Language(s) (NLP):** English |
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- **License:** CC-BY-SA-4.0 |
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- **Quantized from model:** [llmware/bling-stablelm-3b](https://huggingface.co/llmware/bling-stable-lm-3b-4e1t-v0/) |
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## Model Card Contact |
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Darren Oberst & llmware team |
