README.md

---
license: apache-2.0
language:
- en
- fr
- zh
- de
tags:
- creative
- creative writing
- fiction writing
- plot generation
- sub-plot generation
- story generation
- scene continue
- storytelling
- fiction story
- science fiction
- romance
- all genres
- story
- writing
- vivid prose
- vivid writing
- moe
- mixture of experts
- 128 experts
- 8 active experts
- fiction
- roleplaying
- bfloat16
- rp
- qwen3
- horror
- finetune
- thinking
- reasoning
- qwen3_moe
- not-for-all-audiences
- llama-cpp
- gguf-my-repo
base_model: DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER
pipeline_tag: text-generation
library_name: transformers
---

# Triangle104/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER-Q5_K_S-GGUF
This model was converted to GGUF format from [`DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER`](https://huggingface.co/DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER) for more details on the model.

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

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
llama-cli --hf-repo Triangle104/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER-Q5_K_S-GGUF --hf-file qwen3-18b-a3b-stranger-thoughts-iponder-q5_k_s.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Triangle104/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER-Q5_K_S-GGUF --hf-file qwen3-18b-a3b-stranger-thoughts-iponder-q5_k_s.gguf -c 2048
```

Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) 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/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER-Q5_K_S-GGUF --hf-file qwen3-18b-a3b-stranger-thoughts-iponder-q5_k_s.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Triangle104/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER-Q5_K_S-GGUF --hf-file qwen3-18b-a3b-stranger-thoughts-iponder-q5_k_s.gguf -c 2048
```