Qwen3-235B-A22B-Instruct-2507-MXFP8-FP8ATTN-CT-AutoRound

INCModel2/Qwen3-235B-A22B-Instruct-2507-MXFP8-FP8ATTN-CT-AutoRound

Qwen3-235B-A22B-Instruct-2507-MXFP8-FP8ATTN-CT-AutoRound is a machine learning model from INCModel2. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

This model card is for mxfp8 quantization of Qwen/Qwen3-235B-A22B-Instruct-2507 based on intel/auto-round saved with llmcompressor format. Please follow the license of the original model.

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244 GB on disk

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Hugging Face

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.safetensors244 GB · 100%

Parameter types

How the weights are stored.

F8_E4M3234B · 99%

Base models

Qwen/Qwen3-235B-A22B-Instruct-2507

Model card

From the Hugging Face model README

Model Details

This model card is for mxfp8 quantization of Qwen/Qwen3-235B-A22B-Instruct-2507 based on intel/auto-round saved with llm_compressor format. Please follow the license of the original model.

How to Use

The step-by-step README of quantization and evaluation can be found in Intel Neural Compressor Examples.

Evaluate Results

Task	Backend	BF16	MXFP8(fp8kv)
hellaswag	vllm	0.6732	0.6719
piqa	vllm	0.8199	0.8112
mmlu	vllm	0.8656	0.8643
gsm8k	vllm	0.9583	0.9522
average	vllm	0.82925	0.82490

Ethical Considerations and Limitations

The model can produce factually incorrect output, and should not be relied on to produce factually accurate information. Because of the limitations of the pretrained model and the finetuning datasets, it is possible that this model could generate lewd, biased or otherwise offensive outputs.

Therefore, before deploying any applications of the model, developers should perform safety testing.

Caveats and Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model.

Here are a couple of useful links to learn more about Intel's AI software:

Disclaimer

The license on this model does not constitute legal advice. We are not responsible for the actions of third parties who use this model. Please consult an attorney before using this model for commercial purposes.

Type: qwen3_moe
License: apache-2.0
Created: Jun 1, 2026
Updated: Jun 1, 2026