# Build an uncensored/abliterated Greek-native LLM for local use. Best candidate: ilsp/Llama-Krikri-8B-Instruct (Llama 3.1 8B Greek fine-tune).

> Source: <https://discuss.huggingface.co/t/build-an-uncensored-abliterated-greek-native-llm-for-local-use-best-candidate-ilsp-llama-krikri-8b-instruct-llama-3-1-8b-greek-fine-tune-plan-abliterate-with-heretic-heretic-llm-convert-to-gguf-q4-k-m-run-on-vulkan/180677#post_1>
> Published: 2026-09-22 02:48:37+00:00

Hey everyone,

Setup: GMKtec EVO-X3, AMD Ryzen AI MAX+ 395 (Strix Halo), Radeon 8060S, 117.55 GiB  unified memory, Ubuntu 24.04, Vulkan/RADV, llama.cpp built with GGML_VULKAN=ON. Running Qwen3-32B-heretic-Q8_0 on llama-server (127.0.0.1:8081).

Goal: build an uncensored/abliterated Greek-native LLM for local use. Best candidate: ilsp/Llama-Krikri-8B-Instruct (Llama 3.1 8B Greek fine-tune). Plan: abliterate with Heretic (heretic-llm), convert to GGUF Q4_K_M, run on Vulkan.

Questions:

1. Has anyone abliterated Llama-Krikri-8B or any Greek fine-tune? Does Heretic support it?
2. Best workflow: abliterate safetensors then convert to GGUF, or use abliterate.cpp on GGUF? Any pitfalls?
3. Best quantization for Greek on Strix Halo: Q4_K_M, Q5_K_M, Q6_K? Need quality/speed balance.
4. Recommended llama.cpp Vulkan flags for Strix Halo: -ngl 99, -c 32768, flash attention, q8_0 KV cache, speculative decoding? Any known issues?
5. Any existing uncensored Greek models I missed (Krikri, Meltemi, Sophea, etc.)?

Thanks!