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license: apache-2.0
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#
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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-
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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
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from llmware.agents import LLMfx
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license: apache-2.0
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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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