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Spark-X2.5-4B-uncensored-GGUF

Quantized GGUF builds of InfinimindCreations/Spark-X2.5-4B-uncensored, an abliterated Spark-X2.5-4B with 0 refusals across 400 harmful prompts and no measurable capability loss (perplexity change -0.06 %). Evaluation details and method are on the source model card. Spark-X2.5 support lives in a fork, XHToken/llama.cpp. Upstream llama.cpp has no `Spark2_5` converter and Ollama 0.33.3 rejects the file with `failed to validate GGUF with llama-quantize without compatibility patches`. Measured, not assumed: we hit exactly that error. Spark writes into a reasoning block by default. Through an OpenAI-compatible endpoint the visible `content` is then empty while the actual answer sits in `reasoning_content`. Pass `enable_thinking: false`, or run Ollama with `--think=false`.

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Quantized GGUF builds of InfinimindCreations/Spark-X2.5-4B-uncensored, an abliterated Spark-X2.5-4B with 0 refusals across 400 harmful prompts and no measurable capability loss (perplexity change -0.06 %). Evaluation details and method are on the source model card. Spark-X2.5 support lives in a fork, XHToken/llama.cpp. Upstream llama.cpp has no `Spark2_5` converter and Ollama 0.33.3 rejects the file with `failed to validate GGUF with llama-quantize without compatibility patches`. Measured, not assumed: we hit exactly that error. Spark writes into a reasoning block by default. Through an OpenAI-compatible endpoint the visible `content` is then empty while the actual answer sits in `reasoning_content`. Pass `enable_thinking: false`, or run Ollama with `--think=false`.

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