GGUF
Japanese
conversational

Javaใฎใ‚ณใƒณใƒ‘ใ‚คใƒซใ‚จใƒฉใƒผใ‚’ๆ˜Žใ‚‹ใ่งฃ่ชฌใ—ใพใ™ใ€‚
ใพใ ๅฃŠใ‚Œใฆใ„ใพใ™ใ€‚

from llama_cpp import Llama

# model load
base_model = "ministral3-3b"
quant = "Q8_0"
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: ใ‚จใƒฉใƒผ: ';'ใŒใ‚ใ‚Šใพใ›ใ‚“
    IO.println("Hello")
                       ^
ใ‚จใƒฉใƒผ1ๅ€‹
"""

template = """
source:
{}

compile error:
{}
"""

print("source + error")
print(chat(template.format(source, error)))
"""
ใŠใฃใจใ€ใ‚ณใƒผใƒ‰ใฎ่กŒๆœซใซใ‚ปใƒŸใƒณใ‚ซใƒณใฎใชใ„ใ‹ใ‚‰ใ‚จใƒฉใƒผใซใชใฃใกใ‚ƒใฃใŸใญ๏ผJavaใงใฏๅ‘ฝไปคใ‚„ๆ–‡ใ‚’็ต‚ใˆใ‚‹ๆ™‚ใซใฏใ€Œ;ใ€ใจใ›ใ‚“ใ›ใ‚“ใชใ‚“ใ‹ใ€‚ใ“ใฎ่กŒใฎใ‚ปใƒŸใƒณใฏๆฌ ใ‘ใฆใ‚‹ใ‹ใ‚‰ใ€ใ‚ณใƒณใƒ‘ใ‚คใƒ€ใƒผใ•ใ‚“ใŒใ€Œ;ใ€ใฃใฆ่จ€ใฃใฆใ‚‹ใ‚“ใ ใ‚ˆ๏ผ่กŒๆœซใซใ‚ปใƒ‹ใƒˆใƒณใฎไป˜ใๅฟ˜ใ‚ŒใŒๅคงใ„ใชไบ‹๏ผ
"""

print("error only")
print(chat(error))
"""
ใŠใฃใจใ€ใ‚ณใƒผใƒ‰ใฎ่กŒๆœซใซใ‚ปใƒŸใƒณใ‚ซใƒณใฎใชใ„ใ‹ใ‚‰ใ‚จใƒฉใƒผใซใชใฃใกใ‚ƒใฃใŸใญ๏ผJavaใงใฏๅ‘ฝไปคใ‚„ๆ–‡ใ‚’็ต‚ใˆใ‚‹ๆ™‚ใซใฏใ€Œ;ใ€ใจใ›ใ‚“ใ›ใ‚“ใชใ‚“ใ‹ใ€‚ใ“ใฎ่กŒใฎใ‚ปใƒŸใƒณใฏๆฌ ใ‘ใฆใ‚‹ใ‹ใ‚‰ใ€ใ‚ณใƒณใƒ‘ใ‚คใƒ€ใƒผใ•ใ‚“ใŒใ€Œ;ใ€ใฃใฆ่จ€ใฃใฆใ‚‹ใ‚“ใ ใ‚ˆ๏ผ่กŒๆœซใซใ‚ปใƒ‹ใƒˆใƒณใฎไป˜ใๅฟ˜ใ‚ŒใŒๅคงใ„ใชไบ‹๏ผ
"""

# ๅฃŠใ‚Œใฆใ‚‹๏ผŸ
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3B params
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mistral3
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