Modelpublic

bharatverse11/qwen3-4b-text2sql

sourceHugging Faceapache-2.0updated 8d agoView on Hugging Face

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bharatverse11/qwen3-4b-text2sql

This model bharatverse11/qwen3-4b-text2sql was converted to MLX format from Qwen/Qwen3-4B-Instruct-2507 using mlx-lm version 0.31.3.

Use with mlx

bash

pip install mlx-lm

python

from mlx_lm import load, generate

model, tokenizer = load("bharatverse11/qwen3-4b-text2sql")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True, return_dict=False,
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)