mlx-community / Ling-mini-2.0-4bit

huggingface.co
Total runs: 167
24-hour runs: 0
7-day runs: 98
30-day runs: 98
Model's Last Updated: September 22 2025
text-generation

Introduction of Ling-mini-2.0-4bit

Model Details of Ling-mini-2.0-4bit

mlx-community/Ling-mini-2.0-4bit

This model mlx-community/Ling-mini-2.0-4bit was converted to MLX format from inclusionAI/Ling-mini-2.0 using mlx-lm version 0.27.1 .

Use with mlx
pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Ling-mini-2.0-4bit")

prompt = "hello"

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

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

Runs of mlx-community Ling-mini-2.0-4bit on huggingface.co

167
Total runs
0
24-hour runs
9
3-day runs
98
7-day runs
98
30-day runs

More Information About Ling-mini-2.0-4bit huggingface.co Model

More Ling-mini-2.0-4bit license Visit here:

https://choosealicense.com/licenses/mit

Ling-mini-2.0-4bit huggingface.co

Ling-mini-2.0-4bit huggingface.co is an AI model on huggingface.co that provides Ling-mini-2.0-4bit's model effect (), which can be used instantly with this mlx-community Ling-mini-2.0-4bit model. huggingface.co supports a free trial of the Ling-mini-2.0-4bit model, and also provides paid use of the Ling-mini-2.0-4bit. Support call Ling-mini-2.0-4bit model through api, including Node.js, Python, http.

mlx-community Ling-mini-2.0-4bit online free

Ling-mini-2.0-4bit huggingface.co is an online trial and call api platform, which integrates Ling-mini-2.0-4bit's modeling effects, including api services, and provides a free online trial of Ling-mini-2.0-4bit, you can try Ling-mini-2.0-4bit online for free by clicking the link below.

mlx-community Ling-mini-2.0-4bit online free url in huggingface.co:

https://huggingface.co/mlx-community/Ling-mini-2.0-4bit

Ling-mini-2.0-4bit install

Ling-mini-2.0-4bit is an open source model from GitHub that offers a free installation service, and any user can find Ling-mini-2.0-4bit on GitHub to install. At the same time, huggingface.co provides the effect of Ling-mini-2.0-4bit install, users can directly use Ling-mini-2.0-4bit installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Ling-mini-2.0-4bit install url in huggingface.co:

https://huggingface.co/mlx-community/Ling-mini-2.0-4bit

Url of Ling-mini-2.0-4bit

Ling-mini-2.0-4bit huggingface.co Url

Provider of Ling-mini-2.0-4bit huggingface.co

mlx-community
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