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huihui-ai/Huihui-Qwopus3.5-4B-v3-abliterated.llama.cpp to provide highly optimized CPU and GPU inference across various memory configurations.| File Name | Quantization | Description |
|---|---|---|
huihui-qwopus3.5-4b-v3-Q8_0.gguf | Q8_0 | Extremely high quality, nearly indistinguishable from unquantized FP16. Requires the most RAM. |
huihui-qwopus3.5-4b-v3-Q6_K.gguf | Q6_K | Excellent quality, minimal degradation. Great for high-end local setups. |
huihui-qwopus3.5-4b-v3-Q5_K_M.gguf | Q5_K_M | High quality, excellent balance of performance and size. |
huihui-qwopus3.5-4b-v3-Q4_K_M.gguf | Q4_K_M | Recommended. The optimal balance between memory usage, speed, and output quality. Ideal for 8GB RAM systems. |
huihui-qwopus3.5-4b-v3-Q3_K_M.gguf | Q3_K_M | Smallest file size, fastest inference, but with noticeable quality loss compared to higher quants. |
[Start thinking] block to map out its logic before providing the final answer.1<|im_start|>system
2You are a helpful AI assistant.<|im_end|>
3<|im_start|>user
4Write a short poem about artificial intelligence.<|im_end|>
5<|im_start|>assistant