---
language:
- am
- ar
- bn
- zh
- cs
- nl
- en
- fr
- de
- el
- ha
- he
- hi
- id
- it
- ja
- jv
- km
- ko
- lo
- ms
- mr
- fa
- pl
- pt
- ro
- ru
- es
- sw
- sv
- tl
- ta
- te
- th
- tr
- uk
- ur
- vi
license: apache-2.0
datasets:
- lightblue/reasoning-multilingual-R1-Llama-70B-train
tags:
- reasoning
- llama-cpp
- gguf-my-repo
base_model: lightblue/DeepSeek-R1-Distill-Qwen-7B-Multilingual
---

# NikolayKozloff/DeepSeek-R1-Distill-Qwen-7B-Multilingual-Q8_0-GGUF
This model was converted to GGUF format from [`lightblue/DeepSeek-R1-Distill-Qwen-7B-Multilingual`](https://huggingface.co./lightblue/DeepSeek-R1-Distill-Qwen-7B-Multilingual) 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./lightblue/DeepSeek-R1-Distill-Qwen-7B-Multilingual) 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 NikolayKozloff/DeepSeek-R1-Distill-Qwen-7B-Multilingual-Q8_0-GGUF --hf-file deepseek-r1-distill-qwen-7b-multilingual-q8_0.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo NikolayKozloff/DeepSeek-R1-Distill-Qwen-7B-Multilingual-Q8_0-GGUF --hf-file deepseek-r1-distill-qwen-7b-multilingual-q8_0.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 NikolayKozloff/DeepSeek-R1-Distill-Qwen-7B-Multilingual-Q8_0-GGUF --hf-file deepseek-r1-distill-qwen-7b-multilingual-q8_0.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo NikolayKozloff/DeepSeek-R1-Distill-Qwen-7B-Multilingual-Q8_0-GGUF --hf-file deepseek-r1-distill-qwen-7b-multilingual-q8_0.gguf -c 2048
```