gguf machine-translation mt5 persian llama-cpp gguf-my-repo fa multilingual dataset:parsinlu base_model:SeyedAli/Persian-to-English-Translation-mT5-V1 base_model:quantized:SeyedAli/Persian-to-English-Translation-mT5-V1 license:mit endpoints_compatible region:us
---
base_model: SeyedAli/Persian-to-English-Translation-mT5-V1
datasets:
- parsinlu
language:
- fa
- multilingual
license: mit
metrics:
- sacrebleu
tags:
- machine-translation
- mt5
- persian
- llama-cpp
- gguf-my-repo
thumbnail: https://upload.wikimedia.org/wikipedia/commons/a/a2/Farsi.svg
---

# gyroing/Persian-to-English-Translation-mT5-V1-Q4_K_M-GGUF
This model was converted to GGUF format from [`SeyedAli/Persian-to-English-Translation-mT5-V1`](https://huggingface.co/SeyedAli/Persian-to-English-Translation-mT5-V1) 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/SeyedAli/Persian-to-English-Translation-mT5-V1) 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 gyroing/Persian-to-English-Translation-mT5-V1-Q4_K_M-GGUF --hf-file persian-to-english-translation-mt5-v1-q4_k_m.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo gyroing/Persian-to-English-Translation-mT5-V1-Q4_K_M-GGUF --hf-file persian-to-english-translation-mt5-v1-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 gyroing/Persian-to-English-Translation-mT5-V1-Q4_K_M-GGUF --hf-file persian-to-english-translation-mt5-v1-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo gyroing/Persian-to-English-Translation-mT5-V1-Q4_K_M-GGUF --hf-file persian-to-english-translation-mt5-v1-q4_k_m.gguf -c 2048
```
