--- title: README emoji: 💻 colorFrom: blue colorTo: red sdk: static pinned: false --- ## Enguard AI One guardrail for all, all guardrails for one! ### Why should you use these models? - Optimised for precision to reduce false positives. - Extremely fast inference: up to x500 faster than SetFit. ### Which guards are available? Below is an overview of all guardrails showing best results for smallest (-2m), best performing, and multi-lingual models across all configs. | Dataset | Classifies | Collection | Smallest (2m) | Best Performing | Multi-lingual (128m) | | --- | --- | --- | --- | --- | --- | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | general-safety-education-binary | [Collection](https://huggingface.co/collections/enguard/general-safety-education-binary-guardset-690b96092286c0e2c3b8a238) | [0.9672](https://huggingface.co/enguard/tiny-guard-2m-en-general-safety-education-binary-guardset) | [0.9835](https://huggingface.co/enguard/small-guard-32m-en-general-safety-education-binary-guardset) | [0.9806](https://huggingface.co/enguard/medium-guard-128m-xx-general-safety-education-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | response-safety-cyber-binary | [Collection](https://huggingface.co/collections/enguard/response-safety-cyber-binary-guardset-690b9610479d2f239f958756) | [0.9623](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-cyber-binary-guardset) | [0.9681](https://huggingface.co/enguard/small-guard-32m-en-response-safety-cyber-binary-guardset) | [0.9607](https://huggingface.co/enguard/medium-guard-128m-xx-response-safety-cyber-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | prompt-response-safety-binary | [Collection](https://huggingface.co/collections/enguard/prompt-response-safety-binary-guardset-690b960c0326245fed30b069) | [0.9514](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-response-safety-binary-guardset) | [0.9783](https://huggingface.co/enguard/tiny-guard-4m-en-prompt-response-safety-binary-guardset) | [0.9595](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-response-safety-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | prompt-safety-finance-binary | [Collection](https://huggingface.co/collections/enguard/prompt-safety-finance-binary-guardset-690b960ea52bbafc766f3058) | [0.9939](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-safety-finance-binary-guardset) | [1.0000](https://huggingface.co/enguard/small-guard-32m-en-prompt-safety-finance-binary-guardset) | [1.0000](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-finance-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | general-safety-hr-binary | [Collection](https://huggingface.co/collections/enguard/general-safety-hr-binary-guardset-690b960aa52bbafc766f2fff) | [0.9643](https://huggingface.co/enguard/tiny-guard-2m-en-general-safety-hr-binary-guardset) | [0.9868](https://huggingface.co/enguard/small-guard-32m-en-general-safety-hr-binary-guardset) | [0.9865](https://huggingface.co/enguard/medium-guard-128m-xx-general-safety-hr-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | prompt-safety-law-binary | [Collection](https://huggingface.co/collections/enguard/prompt-safety-law-binary-guardset-690b960f682fe55899d4ac74) | [0.9783](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-safety-law-binary-guardset) | [1.0000](https://huggingface.co/enguard/small-guard-32m-en-prompt-safety-law-binary-guardset) | [0.9890](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-law-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | prompt-safety-binary | [Collection](https://huggingface.co/collections/enguard/prompt-safety-binary-guardset-690b960d682fe55899d4ac45) | [0.9564](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-safety-binary-guardset) | [0.9731](https://huggingface.co/enguard/tiny-guard-8m-en-prompt-safety-binary-guardset) | [0.9676](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | response-safety-law-binary | [Collection](https://huggingface.co/collections/enguard/response-safety-law-binary-guardset-690b9612682fe55899d4acae) | [0.9344](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-law-binary-guardset) | [0.9344](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-law-binary-guardset) | [0.9194](https://huggingface.co/enguard/medium-guard-128m-xx-response-safety-law-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | response-safety-binary | [Collection](https://huggingface.co/collections/enguard/prompt-response-safety-binary-guardset-690b960c0326245fed30b069) | [0.9338](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-binary-guardset) | [0.9484](https://huggingface.co/enguard/small-guard-32m-en-response-safety-binary-guardset) | [0.9279](https://huggingface.co/enguard/medium-guard-128m-xx-response-safety-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | prompt-safety-cyber-binary | [Collection](https://huggingface.co/collections/enguard/prompt-safety-cyber-binary-guardset-690b960d0326245fed30b089) | [0.9540](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-safety-cyber-binary-guardset) | [0.9649](https://huggingface.co/enguard/tiny-guard-8m-en-prompt-safety-cyber-binary-guardset) | [0.9558](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-cyber-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | response-safety-finance-binary | [Collection](https://huggingface.co/collections/enguard/response-safety-finance-binary-guardset-690b961164ad0e9988ed4703) | [0.9350](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-finance-binary-guardset) | [0.9650](https://huggingface.co/enguard/small-guard-32m-en-response-safety-finance-binary-guardset) | [0.9381](https://huggingface.co/enguard/medium-guard-128m-xx-response-safety-finance-binary-guardset) | | [guardset](https://huggingface.co/datasets/AI-Secure/PolyGuard) | general-safety-social-media-binary | [Collection](https://huggingface.co/collections/enguard/general-safety-social-media-binary-guardset-690b960bd1b1444f6cb12fd8) | [0.9484](https://huggingface.co/enguard/tiny-guard-2m-en-general-safety-social-media-binary-guardset) | [0.9793](https://huggingface.co/enguard/tiny-guard-8m-en-general-safety-social-media-binary-guardset) | [0.9690](https://huggingface.co/enguard/medium-guard-128m-xx-general-safety-social-media-binary-guardset) | | [harmfulness-mix](https://huggingface.co/datasets/nicholasKluge/harmful-text) | prompt-harmfulness-binary | [Collection](https://huggingface.co/collections/enguard/prompt-harmfulness-binary-mix-6906407cc402663e1c636bd2) | [0.9533](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-harmfulness-binary-mix) | [0.9579](https://huggingface.co/enguard/small-guard-32m-en-prompt-harmfulness-binary-mix) | [0.9558](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-harmfulness-binary-mix) | | [in-the-wild](https://huggingface.co/datasets/TrustAIRLab/in-the-wild-jailbreak-prompts) | prompt-jailbreak-binary | [Collection](https://huggingface.co/collections/enguard/prompt-jailbreak-binary-in-the-wild-690640a36f0884de5cee00f1) | [0.9535](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-jailbreak-binary-in-the-wild) | [0.9535](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-jailbreak-binary-in-the-wild) | [0.9240](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-jailbreak-binary-in-the-wild) | | [intel](https://huggingface.co/datasets/Intel/polite-guard) | general-politeness-binary | [Collection](https://huggingface.co/collections/enguard/general-politeness-binary-intel-690640f133ad6c2f6a386f35) | [0.9843](https://huggingface.co/enguard/tiny-guard-2m-en-general-politeness-binary-intel) | [0.9858](https://huggingface.co/enguard/small-guard-32m-en-general-politeness-binary-intel) | [0.9831](https://huggingface.co/enguard/medium-guard-128m-xx-general-politeness-binary-intel) | | [intel](https://huggingface.co/datasets/Intel/polite-guard) | general-politeness-multiclass | [Collection](https://huggingface.co/collections/enguard/general-politeness-multiclass-intel-690aea7c4c4be3797665ac85) | [0.9951](https://huggingface.co/enguard/tiny-guard-2m-en-general-politeness-multiclass-intel) | [0.9992](https://huggingface.co/enguard/medium-guard-128m-xx-general-politeness-multiclass-intel) | [0.9992](https://huggingface.co/enguard/medium-guard-128m-xx-general-politeness-multiclass-intel) | | [jigsaw](https://huggingface.co/datasets/google/jigsaw_toxicity_pred) | prompt-toxicity-binary | [Collection](https://huggingface.co/collections/enguard/prompt-toxicity-binary-jigsaw-6906416fc6dee95ffbf95abc) | [0.9531](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-toxicity-binary-jigsaw) | [0.9531](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-toxicity-binary-jigsaw) | [0.9111](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-toxicity-binary-jigsaw) | | [moderation](https://huggingface.co/datasets/enguard/multi-lingual-prompt-moderation) | prompt-hate-speech-binary | [Collection](https://huggingface.co/collections/enguard/prompt-hate-speech-binary-moderation-690aeb975d13035cef706339) | [0.9141](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-hate-speech-binary-moderation) | [0.9207](https://huggingface.co/enguard/small-guard-32m-en-prompt-hate-speech-binary-moderation) | [0.8826](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-hate-speech-binary-moderation) | | [moderation](https://huggingface.co/datasets/enguard/multi-lingual-prompt-moderation) | prompt-harmfulness-binary | [Collection](https://huggingface.co/collections/enguard/prompt-harmfulness-binary-moderation-690aeb966312b2e4890f92ce) | [0.8543](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-harmfulness-binary-moderation) | [0.8627](https://huggingface.co/enguard/tiny-guard-8m-en-prompt-harmfulness-binary-moderation) | [0.8457](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-harmfulness-binary-moderation) | | [moderation](https://huggingface.co/datasets/enguard/multi-lingual-prompt-moderation) | prompt-sexual-content-binary | [Collection](https://huggingface.co/collections/enguard/prompt-sexual-content-binary-moderation-690aeb994c4be3797665be72) | [0.9256](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-sexual-content-binary-moderation) | [0.9382](https://huggingface.co/enguard/tiny-guard-8m-en-prompt-sexual-content-binary-moderation) | [0.9153](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-sexual-content-binary-moderation) | | [moderation](https://huggingface.co/datasets/enguard/multi-lingual-prompt-moderation) | prompt-harassment-binary | [Collection](https://huggingface.co/collections/enguard/prompt-harassment-binary-moderation-690aeb965d13035cef706323) | [0.8788](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-harassment-binary-moderation) | [0.8895](https://huggingface.co/enguard/tiny-guard-4m-en-prompt-harassment-binary-moderation) | [0.8660](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-harassment-binary-moderation) | | [moderation](https://huggingface.co/datasets/enguard/multi-lingual-prompt-moderation) | prompt-self-harm-binary | [Collection](https://huggingface.co/collections/enguard/prompt-self-harm-binary-moderation-690aeb9888388f50cc54756c) | [0.8929](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-self-harm-binary-moderation) | [0.9667](https://huggingface.co/enguard/tiny-guard-8m-en-prompt-self-harm-binary-moderation) | [0.9375](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-self-harm-binary-moderation) | | [moderation](https://huggingface.co/datasets/enguard/multi-lingual-prompt-moderation) | prompt-violence-binary | [Collection](https://huggingface.co/collections/enguard/prompt-violence-binary-moderation-690aeb9cfa6397707c0d021b) | [0.9017](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-violence-binary-moderation) | [0.9077](https://huggingface.co/enguard/small-guard-32m-en-prompt-violence-binary-moderation) | [0.8821](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-violence-binary-moderation) | | [moderation](https://huggingface.co/datasets/enguard/multi-lingual-prompt-moderation) | prompt-harmfulness-multilabel | [Collection](https://huggingface.co/collections/enguard/prompt-harmfulness-multilabel-moderation-690b9d20682fe55899d51d57) | [0.6185](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-harmfulness-multilabel-moderation) | [0.6909](https://huggingface.co/enguard/small-guard-32m-en-prompt-harmfulness-multilabel-moderation) | [0.6547](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-harmfulness-multilabel-moderation) | | [nvidia-aegis](https://huggingface.co/datasets/nvidia/Aegis-AI-Content-Safety-Dataset-2.0) | prompt-response-safety-binary | [Collection](https://huggingface.co/collections/enguard/prompt-response-safety-binary-nvidia-aegis-690aed7254d475b7a2def8a9) | [0.8254](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-response-safety-binary-nvidia-aegis) | [0.8300](https://huggingface.co/enguard/tiny-guard-4m-en-prompt-response-safety-binary-nvidia-aegis) | [0.7878](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-response-safety-binary-nvidia-aegis) | | [nvidia-aegis](https://huggingface.co/datasets/nvidia/Aegis-AI-Content-Safety-Dataset-2.0) | prompt-safety-binary | [Collection](https://huggingface.co/collections/enguard/prompt-safety-binary-nvidia-aegis-690641b0c402663e1c63918f) | [0.8770](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-safety-binary-nvidia-aegis) | [0.8945](https://huggingface.co/enguard/tiny-guard-4m-en-prompt-safety-binary-nvidia-aegis) | [0.8688](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-binary-nvidia-aegis) | | [nvidia-aegis](https://huggingface.co/datasets/nvidia/Aegis-AI-Content-Safety-Dataset-2.0) | response-safety-binary | [Collection](https://huggingface.co/collections/enguard/prompt-response-safety-binary-nvidia-aegis-690aed7254d475b7a2def8a9) | [0.8631](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-binary-nvidia-aegis) | [0.8736](https://huggingface.co/enguard/tiny-guard-4m-en-response-safety-binary-nvidia-aegis) | [0.7560](https://huggingface.co/enguard/medium-guard-128m-xx-response-safety-binary-nvidia-aegis) | | [polyguard](https://huggingface.co/datasets/ToxicityPrompts/PolyGuardMix) | prompt-safety-multilabel | [Collection](https://huggingface.co/collections/enguard/prompt-safety-multilabel-polyguard-69064247840509f3fc6fde9f) | [0.6619](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-safety-multilabel-polyguard) | [0.7955](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-multilabel-polyguard) | [0.7955](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-multilabel-polyguard) | | [polyguard](https://huggingface.co/datasets/ToxicityPrompts/PolyGuardMix) | response-refusal-binary | [Collection](https://huggingface.co/collections/enguard/response-refusal-binary-polyguard-690642488736dfdcc6d7dadd) | [0.9486](https://huggingface.co/enguard/tiny-guard-2m-en-response-refusal-binary-polyguard) | [0.9567](https://huggingface.co/enguard/small-guard-32m-en-response-refusal-binary-polyguard) | [0.9510](https://huggingface.co/enguard/medium-guard-128m-xx-response-refusal-binary-polyguard) | | [polyguard](https://huggingface.co/datasets/ToxicityPrompts/PolyGuardMix) | prompt-safety-binary | [Collection](https://huggingface.co/collections/enguard/prompt-safety-binary-polyguard-6906424764ecfc28bdab268d) | [0.9740](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-safety-binary-polyguard) | [0.9741](https://huggingface.co/enguard/tiny-guard-4m-en-prompt-safety-binary-polyguard) | [0.9609](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-safety-binary-polyguard) | | [polyguard](https://huggingface.co/datasets/ToxicityPrompts/PolyGuardMix) | response-safety-binary | [Collection](https://huggingface.co/collections/enguard/response-safety-binary-polyguard-6906424864be3f0c18024855) | [0.9535](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-binary-polyguard) | [0.9535](https://huggingface.co/enguard/tiny-guard-2m-en-response-safety-binary-polyguard) | [0.9447](https://huggingface.co/enguard/medium-guard-128m-xx-response-safety-binary-polyguard) | | [sok](https://huggingface.co/datasets/youbin2014/JailbreakDB) | prompt-jailbreak-binary | [Collection](https://huggingface.co/collections/enguard/prompt-jailbreak-binary-sok-6906471564be3f0c1802d8b8) | [0.9862](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-jailbreak-binary-sok) | [0.9901](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-jailbreak-binary-sok) | [0.9901](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-jailbreak-binary-sok) | | [toxic-chat](https://huggingface.co/datasets/lmsys/toxic-chat) | prompt-toxicity-binary | [Collection](https://huggingface.co/collections/enguard/prompt-toxicity-binary-toxic-chat-690babc7479d2f239f96b910) | [0.8919](https://huggingface.co/enguard/tiny-guard-2m-en-prompt-toxicity-binary-toxic-chat) | [0.9091](https://huggingface.co/enguard/small-guard-32m-en-prompt-toxicity-binary-toxic-chat) | [0.8527](https://huggingface.co/enguard/medium-guard-128m-xx-prompt-toxicity-binary-toxic-chat) |