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  license: apache-2.0
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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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- **slim-category-tool** is a 4_K_M quantized GGUF version of slim-sentiment, providing a small, fast inference implementation, optimized for multi-model concurrent deployment.
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  [**slim-category**](https://huggingface.co/llmware/slim-category) is part of the SLIM ("**S**tructured **L**anguage **I**nstruction **M**odel") series, providing a set of small, specialized decoder-based LLMs, fine-tuned for function-calling.
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  ModelCatalog().tool_test_run("slim-category-tool", verbose=True)
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- Slim models can also be loaded even more simply as part of a multi-model, multi-step LLMfx calls:
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  from llmware.agents import LLMfx
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  license: apache-2.0
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  ---
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+ # SLIM-CATEGORY-TOOL
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  <!-- Provide a quick summary of what the model is/does. -->
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+ **slim-category-tool** is a 4_K_M quantized GGUF version of slim-category, providing a small, fast inference implementation, optimized for multi-model concurrent deployment.
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  [**slim-category**](https://huggingface.co/llmware/slim-category) is part of the SLIM ("**S**tructured **L**anguage **I**nstruction **M**odel") series, providing a set of small, specialized decoder-based LLMs, fine-tuned for function-calling.
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  ModelCatalog().tool_test_run("slim-category-tool", verbose=True)
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+ Slim models can also be orchestrated as part of a multi-model, multi-step LLMfx calls:
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  from llmware.agents import LLMfx
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