abenzerps / Spark-X2.5-4B-MLX-4bit

huggingface.co
Total runs: 1.7K
24-hour runs: -85
7-day runs: -568
30-day runs: -1.0K
Model's Last Updated: September 11 2026
text-generation

Introduction of Spark-X2.5-4B-MLX-4bit

Model Details of Spark-X2.5-4B-MLX-4bit

Spark-X2.5-4B MLX 4-bit

MLX 4-bit quantization of XHToken/Spark-X2.5-4B , a 4B general-purpose language model for reasoning, coding, tool use, and agentic workflows. Native context: 1,048,576 tokens (1M) .

Benchmarks

Upstream Spark-X2.5-4B benchmark comparison

Benchmark results reported by XHToken for Spark-X2.5-4B in thinking mode.

Files
Format Weights Size
MLX 4-bit model.safetensors 2.31 GB

Includes the upstream chat_template.jinja . Checksums: SHA256SUMS.txt .

Source

Runs of abenzerps Spark-X2.5-4B-MLX-4bit on huggingface.co

1.7K
Total runs
-85
24-hour runs
-261
3-day runs
-568
7-day runs
-1.0K
30-day runs

More Information About Spark-X2.5-4B-MLX-4bit huggingface.co Model

More Spark-X2.5-4B-MLX-4bit license Visit here:

https://choosealicense.com/licenses/apache-2.0

Spark-X2.5-4B-MLX-4bit huggingface.co

Spark-X2.5-4B-MLX-4bit huggingface.co is an AI model on huggingface.co that provides Spark-X2.5-4B-MLX-4bit's model effect (), which can be used instantly with this abenzerps Spark-X2.5-4B-MLX-4bit model. huggingface.co supports a free trial of the Spark-X2.5-4B-MLX-4bit model, and also provides paid use of the Spark-X2.5-4B-MLX-4bit. Support call Spark-X2.5-4B-MLX-4bit model through api, including Node.js, Python, http.

Spark-X2.5-4B-MLX-4bit huggingface.co Url

https://huggingface.co/abenzerps/Spark-X2.5-4B-MLX-4bit

abenzerps Spark-X2.5-4B-MLX-4bit online free

Spark-X2.5-4B-MLX-4bit huggingface.co is an online trial and call api platform, which integrates Spark-X2.5-4B-MLX-4bit's modeling effects, including api services, and provides a free online trial of Spark-X2.5-4B-MLX-4bit, you can try Spark-X2.5-4B-MLX-4bit online for free by clicking the link below.

abenzerps Spark-X2.5-4B-MLX-4bit online free url in huggingface.co:

https://huggingface.co/abenzerps/Spark-X2.5-4B-MLX-4bit

Spark-X2.5-4B-MLX-4bit install

Spark-X2.5-4B-MLX-4bit is an open source model from GitHub that offers a free installation service, and any user can find Spark-X2.5-4B-MLX-4bit on GitHub to install. At the same time, huggingface.co provides the effect of Spark-X2.5-4B-MLX-4bit install, users can directly use Spark-X2.5-4B-MLX-4bit installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Spark-X2.5-4B-MLX-4bit install url in huggingface.co:

https://huggingface.co/abenzerps/Spark-X2.5-4B-MLX-4bit

Url of Spark-X2.5-4B-MLX-4bit

Spark-X2.5-4B-MLX-4bit huggingface.co Url

Provider of Spark-X2.5-4B-MLX-4bit huggingface.co

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huggingface.co

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