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验证的模型

Red Hat AI Inference Server 3.1

Red Hat AI Inference Server Validated model

Red Hat AI Documentation Team

摘要

了解您可以使用 Red Hat AI Inference Server 运行的验证模型。

前言
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红帽提供了经过验证的第三方模型，您可以使用 AI Inference Server 服务。这些模型旨在在 Red Hat AI 平台上有效地部署。使用开源工具验证模型。红帽使用 GuideLLM 用于性能基准测试 和语言模型评估，以实现准确性评估。

注意

第 1 章 Red Hat AI 验证模型
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下表列出了用于 Red Hat AI Inference Server 3.1 的 Red Hat AI 验证模型。

  • 如果您使用 AI Inference Server 作为独立产品，请使用 Hugging Face 镜像。
  • 如果您使用 AI Inference Server 作为 RHEL AI 部署的一部分，请使用模型 OCI 工件镜像。
  • 如果您使用 AI Inference Server 作为 OpenShift AI 部署的一部分，请使用 model ModelCar 镜像。
重要

AMD GPU 支持 FP8 (W8A8)和 GGUF 量化变体模型。如需更多信息，请参阅 支持的硬件。

Expand
表 1.1. Red Hat AI 验证模型
modelQuantized 变体Hugging Face model 卡 [1]OCI 工件镜像 [2]ModelCar 镜像 [3]

Llama-4-Scout-17B-16E-Instruct

INT4, FP8

  • 基准：

    registry.redhat.io/rhelai1/llama-4-scout-17b-16e-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/llama-4-scout-17b-16e-instruct-quantized-w4a16:1.5

  • FP8:

    registry.redhat.io/rhelai1/llama-4-scout-17b-16e-instruct-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-llama-4-scout-17b-16e-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-llama-4-scout-17b-16e-instruct-quantized-w4a16:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-llama-4-scout-17b-16e-instruct-fp8-dynamic:1.5

Llama-4-Maverick-17B-128E-Instruct

FP8

  • 基准：

    registry.redhat.io/rhelai1/llama-4-maverick-17b-128e-instruct:1.5

  • FP8:

    registry.redhat.io/rhelai1/llama-4-maverick-17b-128e-instruct-fp8:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-llama-4-maverick-17b-128e-instruct:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-llama-4-maverick-17b-128e-instruct-fp8:1.5

Mistral-Small-3.1-24B-Instruct-2503

INT4, INT8, FP8

  • 基准：

    registry.redhat.io/rhelai1/mistral-small-3-1-24b-instruct-2503:1.5

  • INT4：

    registry.redhat.io/rhelai1/mistral-small-3-1-24b-instruct-2503-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/mistral-small-3-1-24b-instruct-2503-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/mistral-small-3-1-24b-instruct-2503-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-mistral-small-3-1-24b-instruct-2503:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-mistral-small-3-1-24b-instruct-2503-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/modelcar-mistral-small-3-1-24b-instruct-2503-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-mistral-small-3-1-24b-instruct-2503-fp8-dynamic:1.5

Llama-3.3-70B-Instruct

INT4, INT8, FP8

  • 基准：

    registry.redhat.io/rhelai1/llama-3-3-70b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/llama-3-3-70b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/llama-3-3-70b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/llama-3-3-70b-instruct-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-llama-3-3-70b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-llama-3-3-70b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/modelcar-llama-3-3-70b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-llama-3-3-70b-instruct-fp8-dynamic:1.5

Llama-3.1-8B-Instruct

INT4, INT8, FP8

  • 基准：

    registry.redhat.io/rhelai1/llama-3-1-8b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/llama-3-1-8b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/llama-3-1-8b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/llama-3-1-8b-instruct-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-llama-3-1-8b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-llama-3-1-8b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/modelcar-llama-3-1-8b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-llama-3-1-8b-instruct-fp8-dynamic:1.5

granite-3.1-8b-instruct

INT4, INT8, FP8

  • 基准：

    registry.redhat.io/rhelai1/granite-3-1-8b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/granite-3-1-8b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/granite-3-1-8b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/granite-3-1-8b-instruct-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-granite-3-1-8b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-granite-3-1-8b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/modelcar-granite-3-1-8b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-granite-3-1-8b-instruct-fp8-dynamic:1.5

phi-4

INT4, INT8, FP8

  • 基准：

    registry.redhat.io/rhelai1/phi-4:1.5

  • INT4：

    registry.redhat.io/rhelai1/phi-4-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/phi-4-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/phi-4-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-phi-4:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-phi-4-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/modelcar-phi-4-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-phi-4-fp8-dynamic:1.5

Qwen2.5-7B-Instruct

INT4, INT8, FP8

  • 基准：

    registry.redhat.io/rhelai1/qwen2-5-7b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/qwen2-5-7b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/qwen2-5-7b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/qwen2-5-7b-instruct-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-qwen2-5-7b-instruct:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-qwen2-5-7b-instruct-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/modelcar-qwen2-5-7b-instruct-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-qwen2-5-7b-instruct-fp8-dynamic:1.5

Mistral-Small-24B-Instruct-2501

INT4, INT8, FP8

  • 基准：

    registry.redhat.io/rhelai1/mistral-small-24b-instruct-2501:1.5

  • INT4：

    registry.redhat.io/rhelai1/mistral-small-24b-instruct-2501-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/mistral-small-24b-instruct-2501-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/mistral-small-24b-instruct-2501-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-mistral-small-24b-instruct-2501:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-mistral-small-24b-instruct-2501-quantized-w4a16:1.5

  • INT8:

    registry.redhat.io/rhelai1/modelcar-mistral-small-24b-instruct-2501-quantized-w8a8:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-mistral-small-24b-instruct-2501-fp8-dynamic:1.5

Mixtral-8x7B-Instruct-v0.1

None

  • 基准：

    registry.redhat.io/rhelai1/mixtral-8x7b-instruct-v0-1:1.4

  • 基准：

    registry.redhat.io/rhelai1/modelcar-mixtral-8x7b-instruct-v0-1:1.4

granite-3.1-8b-base

INT4 （当前不可用的基准）

  • INT4：

    registry.redhat.io/rhelai1/granite-3-1-8b-base-quantized-w4a16:1.5

  • INT4：

    registry.redhat.io/rhelai1/modelcar-granite-3-1-8b-base-quantized-w4a16:1.5

granite-3.1-8b-starter-v2

None

  • Hugging Face 上不可用

  • 基准：

    registry.redhat.io/rhelai1/granite-3.1-8b-starter-v2:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-granite-3-1-8b-starter-v2:1.5

Llama-3.1-Nemotron-70B-Instruct-HF

FP8

  • 基准：

    registry.redhat.io/rhelai1/llama-3-1-nemotron-70b-instruct-hf:1.5

  • FP8:

    registry.redhat.io/rhelai1/llama-3-1-nemotron-70b-instruct-hf-fp8-dynamic:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-llama-3-1-nemotron-70b-instruct-hf:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-llama-3-1-nemotron-70b-instruct-hf-fp8-dynamic:1.5

gemma-2-9b-it

FP8

  • 基准：

    registry.redhat.io/rhelai1/gemma-2-9b-it:1.5

  • FP8:

    registry.redhat.io/rhelai1/gemma-2-9b-it-fp8:1.5

  • 基准：

    registry.redhat.io/rhelai1/modelcar-gemma-2-9b-it:1.5

  • FP8:

    registry.redhat.io/rhelai1/modelcar-gemma-2-9b-it-fp8:1.5

  1. 与独立的 Red Hat AI Inference Server 一起使用
  2. 用于 RHEL AI
  3. 用于 Red Hat OpenShift AI

法律通告
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