tags: | |
- pruna-ai | |
- llama-cpp | |
- gguf-my-repo | |
base_model: microsoft/Phi-3-mini-128k-instruct | |
metrics: | |
- memory_disk | |
- memory_inference | |
- inference_latency | |
- inference_throughput | |
- inference_CO2_emissions | |
- inference_energy_consumption | |
thumbnail: https://assets-global.website-files.com/646b351987a8d8ce158d1940/64ec9e96b4334c0e1ac41504_Logo%20with%20white%20text.svg | |
# suraiy/microsoft-Phi-3-mini-128k-instruct-HQQ-4bit-smashed-Q4_K_M-GGUF | |
This model was converted to GGUF format from [`PrunaAI/microsoft-Phi-3-mini-128k-instruct-HQQ-4bit-smashed`](https://huggingface.co/PrunaAI/microsoft-Phi-3-mini-128k-instruct-HQQ-4bit-smashed) 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/PrunaAI/microsoft-Phi-3-mini-128k-instruct-HQQ-4bit-smashed) for more details on the model. | |
## Use with llama.cpp | |
Install llama.cpp through brew. | |
```bash | |
brew install ggerganov/ggerganov/llama.cpp | |
``` | |
Invoke the llama.cpp server or the CLI. | |
CLI: | |
```bash | |
llama-cli --hf-repo suraiy/microsoft-Phi-3-mini-128k-instruct-HQQ-4bit-smashed-Q4_K_M-GGUF --model microsoft-phi-3-mini-128k-instruct-hqq-4bit-smashed-q4_k_m.gguf -p "The meaning to life and the universe is" | |
``` | |
Server: | |
```bash | |
llama-server --hf-repo suraiy/microsoft-Phi-3-mini-128k-instruct-HQQ-4bit-smashed-Q4_K_M-GGUF --model microsoft-phi-3-mini-128k-instruct-hqq-4bit-smashed-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. | |
``` | |
git clone https://github.com/ggerganov/llama.cpp && \ | |
cd llama.cpp && \ | |
make && \ | |
./main -m microsoft-phi-3-mini-128k-instruct-hqq-4bit-smashed-q4_k_m.gguf -n 128 | |
``` | |