概览
主要功能
- 基于 LLM 的输入和输出内容管理
- 多类别危害分类
- (可以通过提示)自定义政策分类.taxonomy
- 来自Meta的可公开的权重
- 兼容Llama和其他LLM栈
- 输出安全/不安全标签和违反类别
价格
- 模型
- Freemium
- 评分
- 4.6 / 5 (5)
使用场景
聊天机器人输入和输出内容管理
将Llama Guard作为安全防护屏障在生产环境中包围聊天机器人，以筛选用户提示和模型响应，阻塞在未被允许的情况下到达最终用户时的不安全内容。
自定义政策执行
适应提示中基于分类 taxaomy 的分类以匹配应用的具体 政策或法域要求而无需重新训练安全模型。
内部托管合规层
将开放权重部署在内部环境中，以进行数据流出不允许的情况下审计和管理 LL M 流量。
红队分析和数据集过滤
将 Llama Guard 用于对会话数据集进行有害类别标记，以支持安全评估、精调数据收养、红队分析等。
优点 & 缺点
优点
- 开放权重使自托管和审计成为可能
- (通过提示)可以自定义安全分类 taxaomy
- 将用户输入和模型输出都标记为有害或不安全
- 可以轻松整合到现有LLM管道
- 可与LLM LLM管道一起部署
缺点
- 要求GPU资源才能进行高效运行
- 可能会产生假阳性或漏管微妙的危害
- 需要专业知识进行部署和调整
- 性能较为偏向于英文
对决战绩
在万神殿中参与了 4 对决。
Last 4 battles
评测
5 个评分的平均值。
登录以留下评测。
Use it every day
Honestly didn't expect to like it this much. Compatible with Llama and other LLM stacks is exactly what I needed, and integrates easily into existing LLM pipelines. but I reach for it almost every day now and it just clicks.
Solid for our team
We rolled this out across the team last quarter and open weights enable self-hosting and auditing. LLM-based input and output moderation fits neatly into how we already work, and compatible with Llama and other LLM stacks removed a step we used to do by hand. but it has held up under daily use.
Use it every day
Honestly didn't expect to like it this much. Compatible with Llama and other LLM stacks is exactly what I needed, and open weights enable self-hosting and auditing. but I reach for it almost every day now and it just clicks.
Years in this space
I've evaluated a lot of these over the years. What stands out here is compatible with Llama and other LLM stacks — handled better than most — and open weights enable self-hosting and auditing. Requires GPU resources to run efficiently is my one real gripe. Worth the time if this is your use case.
Compared a few options
Evaluated this against two competitors. Where it wins: lLM-based input and output moderation and integrates easily into existing LLM pipelines. Where it lags: english-centric performance. On balance the feature set — especially lLM-based input and output moderation — justifies the 4 stars for our use case.
问答
Is Llama Guard compatible with other LLM stacks?
Yes, Llama Guard is compatible with Llama and other LLM stacks, and can be self-hosted alongside an LLM pipeline.
Asked by Jarrah Whitlock · Sep 19, 2025
What are the system requirements to run Llama Guard?
Llama Guard requires GPU resources to run efficiently.
Asked by Sven Bergqvist · Aug 12, 2025
Can I customize the safety taxonomy?
Yes, the taxonomy is provided in the prompt itself, allowing developers to adapt or extend the policy without retraining, tailoring moderation to their specific application or jurisdiction.
Asked by Chioma Nwosu · Aug 11, 2025
What is Llama Guard used for?
Llama Guard is used for classifying unsafe content in human-AI conversations, evaluating both user prompts and model responses for potentially harmful content.
Asked by Faisal Rahman · Jun 19, 2025
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