Instructions to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M # Run inference directly in the terminal: llama cli -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M # Run inference directly in the terminal: llama cli -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Use pre-built binary
# 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 kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Build from source code
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 kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Use Docker
docker model run hf.co/kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with Ollama:
ollama run hf.co/kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
- Unsloth Desktop
- Pi
How to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with Docker Model Runner:
docker model run hf.co/kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
- Lemonade
How to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Run and chat with the model
lemonade run user.java-error-explainer-jp-cheerful-qwen3-4b-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use kishida/java-error-explainer-jp-cheerful-qwen3-4b with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "kishida/java-error-explainer-jp-cheerful-qwen3-4b:Q4_K_M" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
| license: apache-2.0 | |
| datasets: | |
| - kishida/CompileError-Java-JP-cheerful | |
| base_model: | |
| - unsloth/Qwen3-4B-Instruct-2507 | |
| Javaのコンパイルエラーを明るく解説します。 | |
| ```python | |
| from llama_cpp import Llama | |
| # model load | |
| base_model = "qwen3-4b" | |
| quant = "Q4_K_M" | |
| llm = Llama.from_pretrained( | |
| repo_id=f"kishida/java-error-explainer-jp-cheerful-{base_model}", | |
| filename=f"java-error-explainer-jp-cheerful-{base_model}.{quant}.gguf", | |
| seed=1234, | |
| ) | |
| # streaming | |
| def chat(msg): | |
| res = llm.create_chat_completion( | |
| messages=[ | |
| {"role": "system", "content": "You are a Java compile error explainer."}, | |
| {"role": "user", "content": msg}, | |
| ], | |
| temperature=0.7, | |
| ) | |
| return res["choices"][0]["message"]["content"] | |
| source = """ | |
| void main() { | |
| IO.println(LocalDateTime.now()); | |
| IO.println("Hello") | |
| } | |
| """ | |
| error = """ | |
| HelloWithError.java:3: エラー: ';'がありません | |
| IO.println("Hello") | |
| ^ | |
| エラー1個 | |
| """ | |
| template = """ | |
| source: | |
| {} | |
| compile error: | |
| {} | |
| """ | |
| print("source + error") | |
| print(chat(template.format(source, error))) | |
| """ | |
| あら、コンパイルエラーだね〜!これは単純なセミコロンの不足でしょ。 | |
| 3行目のコード「IO.println("Hello")」の最後にセミコロン(;)がついていないのが原因よ。Javaでは、一行の文を終わらせるために必ずセミコロンが必要なの。 | |
| このエラーを解決するには、3行目のコードの最後に「;」を追加して「IO.println("Hello");」にするだけなの。とても簡単な修正だから、大丈夫だと思うよ〜! | |
| """ | |
| print("error only") | |
| print(chat(error)) | |
| """ | |
| あら、このコードに問題が見えるわ!`IO.println("Hello")`の行でセミコロンの忘れちゃってるのね。Javaでは文末には必ずセミコロンを付けないといけないんだから。この一行を`IO.println("Hello");`に直せばエラーは消えるわ。プログラミング、結構気をつけてね! | |
| """ | |
| ``` |