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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ base_model:
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+ - prithivMLmods/Dorado-WebSurf_Tool-ext
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+ pipeline_tag: text-generation
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+ library_name: transformers
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+ tags:
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+ - text-generation-inference
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+ - tool
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+ - web-agent
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+ ---
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+
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+ # **Dorado-WebSurf_Tool-ext-GGUF**
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+
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+ > Dorado-WebSurf_Tool-ext is a function-calling and agentic reasoning model fine-tuned from Qwen3-4B, designed for web search orchestration, tool-augmented reasoning, and dynamic problem-solving. It excels at agentic decision-making, tool selection, and structured execution flow, making it ideal for retrieval-augmented generation (RAG), function calling, and tool-based query resolution.
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+
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+ ## Model Files
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+
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+ | File Name | Quant Type | File Size |
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+ | - | - | - |
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+ | Dorado-WebSurf_Tool-ext.BF16.gguf | BF16 | 8.05 GB |
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+ | Dorado-WebSurf_Tool-ext.F16.gguf | F16 | 8.05 GB |
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+ | Dorado-WebSurf_Tool-ext.F32.gguf | F32 | 16.1 GB |
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+ | Dorado-WebSurf_Tool-ext.Q2_K.gguf | Q2_K | 1.67 GB |
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+ | Dorado-WebSurf_Tool-ext.Q3_K_L.gguf | Q3_K_L | 2.24 GB |
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+ | Dorado-WebSurf_Tool-ext.Q3_K_M.gguf | Q3_K_M | 2.08 GB |
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+ | Dorado-WebSurf_Tool-ext.Q3_K_S.gguf | Q3_K_S | 1.89 GB |
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+ | Dorado-WebSurf_Tool-ext.Q4_K_M.gguf | Q4_K_M | 2.5 GB |
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+ | Dorado-WebSurf_Tool-ext.Q4_K_S.gguf | Q4_K_S | 2.38 GB |
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+ | Dorado-WebSurf_Tool-ext.Q5_K_M.gguf | Q5_K_M | 2.89 GB |
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+ | Dorado-WebSurf_Tool-ext.Q5_K_S.gguf | Q5_K_S | 2.82 GB |
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+ | Dorado-WebSurf_Tool-ext.Q6_K.gguf | Q6_K | 3.31 GB |
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+ | Dorado-WebSurf_Tool-ext.Q8_0.gguf | Q8_0 | 4.28 GB |
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+
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+ ## Quants Usage
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+
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+ (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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+
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+ Here is a handy graph by ikawrakow comparing some lower-quality quant
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+ types (lower is better):
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+
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+ ![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)