Triangle104/Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_S-GGUF

This model was converted to GGUF format from Gryphe/Pantheon-Proto-RP-1.8-30B-A3B using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

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Ever since Qwen 3 released I've been trying to get MoE finetuning to work - After countless frustrating days, much code hacking, etc etc I finally got a full finetune to complete with reasonable loss values.

I picked the base model for this since I didn't feel like trying to fight a reasoning model's training - Maybe someday I'll make a model which uses thinking tags for the character's thoughts or something.

This time the recipe focused on combining as many data sources as I possibly could, featuring synthetic data from Sonnet 3.5 + 3.7, ChatGPT 4o and Deepseek. These then went through an extensive rewriting pipeline to eliminate common AI cliches, with the hopeful intent of providing you a fresh experience.

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Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo Triangle104/Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_S-GGUF --hf-file pantheon-proto-rp-1.8-30b-a3b-q4_k_s.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Triangle104/Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_S-GGUF --hf-file pantheon-proto-rp-1.8-30b-a3b-q4_k_s.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo Triangle104/Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_S-GGUF --hf-file pantheon-proto-rp-1.8-30b-a3b-q4_k_s.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Triangle104/Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_S-GGUF --hf-file pantheon-proto-rp-1.8-30b-a3b-q4_k_s.gguf -c 2048