How to use Volpidash/deepseek-r1-14b-security with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("deepseek-ai/DeepSeek-R1-Distill-Qwen-14B") model = PeftModel.from_pretrained(base_model, "Volpidash/deepseek-r1-14b-security")
How to use Volpidash/deepseek-r1-14b-security with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Volpidash/deepseek-r1-14b-security:Q4_K_M # Run inference directly in the terminal: llama cli -hf Volpidash/deepseek-r1-14b-security:Q4_K_M
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Volpidash/deepseek-r1-14b-security:Q4_K_M # Run inference directly in the terminal: llama cli -hf Volpidash/deepseek-r1-14b-security:Q4_K_M
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf Volpidash/deepseek-r1-14b-security:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf Volpidash/deepseek-r1-14b-security:Q4_K_M
docker model run hf.co/Volpidash/deepseek-r1-14b-security:Q4_K_M
How to use Volpidash/deepseek-r1-14b-security with vLLM:
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Volpidash/deepseek-r1-14b-security" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Volpidash/deepseek-r1-14b-security", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'
How to use Volpidash/deepseek-r1-14b-security with Ollama:
ollama run hf.co/Volpidash/deepseek-r1-14b-security:Q4_K_M
How to use Volpidash/deepseek-r1-14b-security with Docker Model Runner:
How to use Volpidash/deepseek-r1-14b-security with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Volpidash/deepseek-r1-14b-security:Q4_K_M
lemonade run user.deepseek-r1-14b-security-Q4_K_M
lemonade list
