Gemma-4-Harmonia-31B: Uncensored merge minimizes regression, amplifies capabilities
KLD 0.0047 and only 9 refusals per 100 prompts — a new open-weights finetune arrives
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Deep Dive
LLMFan46 shares a new finetune by virtuous7373: Gemma-4-Harmonia-31B-uncensored-heretic. Available in both Safetensors and GGUF formats on HuggingFace, with benchmarks included. Find all models on HuggingFace-LLMFan46.
Key Points
- Merge of multiple Gemma-4-31B-it finetunes with KLD 0.0047 to minimize regression
- Uncensored variant with only 9 refusals per 100 prompts
- Available in Safetensors and GGUF formats on HuggingFace from LLMFan46
Why It Matters
A specialized, low-refusal model for developers needing uncensored creativity without sacrificing performance.