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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01Lots-of-LoRAs /task516_senteval_conjoints_inversion Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task516_senteval_conjoints_inversion Additional Information Citation Information The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it: @misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions, title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task516_senteval_conjoints_inversion.texttext-generation1K<n<10K0 likes85 downloads2y agoHugging Face02Lots-of-LoRAs /task428_senteval_inversion Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task428_senteval_inversion Additional Information Citation Information The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it: @misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions, title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task428_senteval_inversion.texttext-generation1K<n<10K0 likes66 downloads2y agoHugging Face03AdrSkapars /pii-inversion-test-5ktext1K<n<10K0 likes58 downloads1y agoHugging Face04ClarusC64 /clinical_container_inversion_detection_v0.1Clinical Container Inversion Detection PurposeDetect when a clinical system under stress flips from protecting the patient to protecting itself. You receive: system_stressor care_frame proposed_action You output one JSON object: container_inversionyes or no inversion_patternone of the allowed values corrective_actionone sentence restoring patient safety and clinical primacy Allowed inversion_pattern values no_inversion label_anchoring_throughput… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical_container_inversion_detection_v0.1.texttext-classificationn<1K0 likes30 downloads8mo agoHugging Face05ClarusC64 /container_inversion_stress_v01Container Inversion Stress dataset Dataset summary This dataset checks whether models detect changes or breaks in container structure.Samples show rooms, corridors, factory lines, sports pitches, and outdoor lots.Some scenes keep a stable layout.Others flip or violate the container in ways that should be impossible. Main goal test if a model keeps a map of the room or field test if the model notices when geometry no longer matches that map test if layout violations are treated as… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/container_inversion_stress_v01.textvideo-classificationn<1K0 likes21 downloads9mo agoHugging Face06basedlsg /creation-garden-whisper-inversion basedlsg/creation-garden-whisper-inversion Experimental data for WHISPER inversion control across multiple seeds, studying multi-agent coordination. tabularn<1K0 likes17 downloads6mo agoHugging Face07ceselder /ia-backdoor-trigger-inversion-heldout IA Backdoor Trigger Inversion — Fair Heldout A 20-organism benchmark for trigger inversion of LoRA-finetuned backdoors in Qwen3-14B, designed to honestly compare weight-based methods (e.g. LoRAcle) against activation/introspection-based methods (e.g. AO, IA introspection adapters) without leaking the answer through behavior surface form. Why this heldout The IA backdoor collection (introspection-auditing/Qwen3-14B_backdoor_run1_improved_* on HuggingFace) has 100 model… See the full description on the dataset page: https://huggingface.co/datasets/ceselder/ia-backdoor-trigger-inversion-heldout.textn<1K0 likes16 downloads5mo agoHugging Face08himanshunakrani9 /adaption-claude-opus-trace-inversion-5k This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. adaption-claude_opus_trace_inversion_5k This dataset contains 5,000 synthetic instruction-response pairs generated by Claude Opus, focusing on reasoning, chain-of-thought, and trace inversion tasks. The samples cover diverse domains including history, mathematics, logic, coding security, and mental health support, presented in a prompt-completion format. Created via… See the full description on the dataset page: https://huggingface.co/datasets/himanshunakrani9/adaption-claude-opus-trace-inversion-5k.text1K<n<10K0 likes14 downloads4mo agoHugging Face09liuyanchen1015 /MULTI_VALUE_mnli_negative_inversion Dataset Card for "MULTI_VALUE_mnli_negative_inversion" More Information needed tabular1K<n<10K0 likes13 downloads4y agoHugging Face10liuyanchen1015 /VALUE_wikitext103_negative_inversion Dataset Card for "VALUE_wikitext103_negative_inversion" More Information needed textn<1K0 likes13 downloads4y agoHugging Face11liuyanchen1015 /VALUE_cola_negative_inversion Dataset Card for "VALUE_cola_negative_inversion" More Information needed tabularn<1K0 likes12 downloads3y agoHugging Face12landonbconnell /model_inversion_demo_datasetimage1K<n<10K0 likes12 downloads2y agoHugging Face13liuyanchen1015 /VALUE_mnli_negative_inversion Dataset Card for "VALUE2_mnli_negative_inversion" More Information needed tabularn<1K0 likes10 downloads4y agoHugging Face14liuyanchen1015 /VALUE_wikitext2_negative_inversion Dataset Card for "VALUE_wikitext2_negative_inversion" More Information needed textn<1K0 likes10 downloads4y agoHugging Face15liuyanchen1015 /VALUE_mrpc_negative_inversion Dataset Card for "VALUE_mrpc_negative_inversion" More Information needed tabularn<1K0 likes10 downloads3y agoHugging Face16AdrSkapars /trojan-inversion-1ktext1K<n<10K0 likes10 downloads1y agoHugging Face17ceselder /loracle-trigger-inversion-rollouts-step10 LoRAcle: Trigger Inversion Rollouts (step_10 ckpt) Rollouts from the LoRAcle pipeline's best-by-fair-eval ckpt (step_10 of drgrpo_v7_h200_main) running trigger-recovery on 20 held-out IA backdoor LoRAs never seen in SFT or RL training. The LoRAcle reads weight deltas (rank-16 SVD direction tokens, no activations) and is prompted to name the trigger condition that activates each backdoor. Schema column description organism held-out backdoor LoRA name… See the full description on the dataset page: https://huggingface.co/datasets/ceselder/loracle-trigger-inversion-rollouts-step10.tabularn<1K0 likes10 downloads5mo agoHugging Face18liuyanchen1015 /VALUE_qqp_negative_inversion Dataset Card for "VALUE_qqp_negative_inversion" More Information needed tabularn<1K0 likes9 downloads3y agoHugging Face194manifold /personality-inversion-v1document1K<n<10K0 likes9 downloads6mo agoHugging Face20liuyanchen1015 /VALUE_rte_negative_inversion Dataset Card for "VALUE_rte_negative_inversion" More Information needed tabularn<1K0 likes8 downloads3y agoHugging Face21AdrSkapars /trojan-inversion-100textn<1K0 likes8 downloads1y agoHugging Face22JALAPENO11 /pipeline-inversion-roberta-barttext10K<n<100K0 likes8 downloads6mo agoHugging Face23liuyanchen1015 /MULTI_VALUE_cola_negative_inversion Dataset Card for "MULTI_VALUE_cola_negative_inversion" More Information needed tabularn<1K0 likes7 downloads3y agoHugging Face24liuyanchen1015 /MULTI_VALUE_stsb_negative_inversion Dataset Card for "MULTI_VALUE_stsb_negative_inversion" More Information needed tabularn<1K0 likes7 downloads3y agoHugging Face25JALAPENO11 /pipeline-inversion-roberta-debertatext10K<n<100K0 likes7 downloads6mo agoHugging Face26liuyanchen1015 /VALUE_sst2_negative_inversion Dataset Card for "VALUE_sst2_negative_inversion" More Information needed tabularn<1K0 likes6 downloads4y agoHugging Face27liuyanchen1015 /MULTI_VALUE_sst2_negative_inversion Dataset Card for "MULTI_VALUE_sst2_negative_inversion" More Information needed tabularn<1K0 likes6 downloads3y agoHugging Face28liuyanchen1015 /MULTI_VALUE_mrpc_negative_inversion Dataset Card for "MULTI_VALUE_mrpc_negative_inversion" More Information needed tabularn<1K0 likes5 downloads3y agoHugging Face29liuyanchen1015 /VALUE_stsb_negative_inversion Dataset Card for "VALUE_stsb_negative_inversion" More Information needed tabularn<1K0 likes5 downloads3y agoHugging Face30liuyanchen1015 /MULTI_VALUE_rte_negative_inversion Dataset Card for "MULTI_VALUE_rte_negative_inversion" More Information needed tabularn<1K0 likes5 downloads3y agoHugging Face

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