How to use PixN/MY_FIRST_RL with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="PixN/MY_FIRST_RL", filename="qwen3_4b_checkpoint100_Q4_K_M.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
How to use PixN/MY_FIRST_RL with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf PixN/MY_FIRST_RL:Q4_K_M # Run inference directly in the terminal: llama cli -hf PixN/MY_FIRST_RL:Q4_K_M
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf PixN/MY_FIRST_RL:Q4_K_M # Run inference directly in the terminal: llama cli -hf PixN/MY_FIRST_RL:Q4_K_M
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf PixN/MY_FIRST_RL:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf PixN/MY_FIRST_RL:Q4_K_M
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf PixN/MY_FIRST_RL:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf PixN/MY_FIRST_RL:Q4_K_M
docker model run hf.co/PixN/MY_FIRST_RL:Q4_K_M
How to use PixN/MY_FIRST_RL with Ollama:
ollama run hf.co/PixN/MY_FIRST_RL:Q4_K_M
How to use PixN/MY_FIRST_RL with Unsloth Studio:
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for PixN/MY_FIRST_RL to start chatting
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for PixN/MY_FIRST_RL to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for PixN/MY_FIRST_RL to start chatting
How to use PixN/MY_FIRST_RL with Docker Model Runner:
How to use PixN/MY_FIRST_RL with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull PixN/MY_FIRST_RL:Q4_K_M
lemonade run user.MY_FIRST_RL-Q4_K_M
lemonade list
冬休みの自由研究としてUnslothのGRPOを使ってトレーニングしたQwen3-4B-Baseモデル。数学推論に特化させた…つもりなだけで実際はあんまりうまく動作しない。
4-bit
16-bit
Base model
docker model run hf.co/PixN/MY_FIRST_RL:Q4_K_M