MODEL PROFILE

DeepSeek-R1-MXFP4

amd · DeepSeek-R1-MXFP4

- **Model Architecture:** DeepSeek-R1 - **Input:** Text - **Output:** Text - **Supported Hardware Microarchitecture:** AMD MI350/MI355 - **ROCm**: 7.0 - **PyTorch**: 2.8.0 - **Transformers**: 4.53.0 - **Operating System(s):** Linux - **Inference Engine:** SGLang - **Model Optimizer:** AMD-Quark (V0.10) - **Weight quantization:** OCP MXFP4, Static - **Activation quantization:** OCP MXFP4, Dynamic - **KV cache**: OCP FP8, Static - **Calibration Dataset:** Pile This model was built with deepseek-ai DeepSeek-R1 model by applying AMD-Quark for MXFP4 quantization. The model was quantized from deepseek-ai/DeepSeek-R1 using AMD-Quark. Both weights and activations were quantized to MXFP4 format.

license:mit
Context windowNot disclosed
Input → Output待核验 → 待核验
Model weightsNot verified
Profile updated2026/11/2 19:16:51
OVERVIEW

Model overview

- **Model Architecture:** DeepSeek-R1 - **Input:** Text - **Output:** Text - **Supported Hardware Microarchitecture:** AMD MI350/MI355 - **ROCm**: 7.0 - **PyTorch**: 2.8.0 - **Transformers**: 4.53.0 - **Operating System(s):** Linux - **Inference Engine:** SGLang - **Model Optimizer:** AMD-Quark (V0.10) - **Weight quantization:** OCP MXFP4, Static - **Activation quantization:** OCP MXFP4, Dynamic - **KV cache**: OCP FP8, Static - **Calibration Dataset:** Pile This model was built with deepseek-ai DeepSeek-R1 model by applying AMD-Quark for MXFP4 quantization. The model was quantized from deepseek-ai/DeepSeek-R1 using AMD-Quark. Both weights and activations were quantized to MXFP4 format.

Key features

特点摘要待依据来源补齐,不凭模型名称推断能力。

Limitations & considerations

Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.

PRICING & COST

Source prices & cost analysis

Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.

Source / channelInputOutputBilling unitCollected at
No verified prices yet. Check the source channel.

Estimate monthly base token costs

—

Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.

INDEPENDENT BENCHMARKS

Public benchmarks & run configuration

暂无已采集的可核验公开评分。模型未上榜不代表能力较低。

View full indexed rankings →

Frequently asked questions

Do open weights permit free commercial use?

Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.

Are these real-time billing prices?

These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.

Sources & traceability

许可证:mit。模型介绍与第三方评测均以原来源的具体版本和方法为准。