Multilingual Support
Arabic Chinese English French German
Hindi Japanese Korean Portuguese Spanish
Key Details
BASE MODEL: mistralai/Mistral-Small-3.1-24B-Base-2503
LICENSE: apache-2.0
LANGUAGE: Multilingual with 10 supported languages
CONTEXT LENGTH: 32768 tokens, 131072 with degraded recall
Recommended Settings
TEMPERATURE: 1.0
TOP_P: 0.9
Prompting Format
The model uses the following format refered to as
"DanChat-2"
## 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 King-Cane/Dans-PersonalityEngine-V1.3.0-24b-Q4_K_M-GGUF --hf-file dans-personalityengine-v1.3.0-24b-q4_k_m.gguf -p "The meaning to life and the universe is"
```
### Server:
```bash
llama-server --hf-repo King-Cane/Dans-PersonalityEngine-V1.3.0-24b-Q4_K_M-GGUF --hf-file dans-personalityengine-v1.3.0-24b-q4_k_m.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 King-Cane/Dans-PersonalityEngine-V1.3.0-24b-Q4_K_M-GGUF --hf-file dans-personalityengine-v1.3.0-24b-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or
```
./llama-server --hf-repo King-Cane/Dans-PersonalityEngine-V1.3.0-24b-Q4_K_M-GGUF --hf-file dans-personalityengine-v1.3.0-24b-q4_k_m.gguf -c 2048
```