sidbaines/cheese-ip-vs-sdf
Cheese inoculation prompting versus SDF Signs-of-life comparison of the cheese generalization result from Model Spec Midtraining with an inoculation-prompting analogue. The experiment trains three Llama-3.1-8B-base LoRA adapters on one fixed, reconstructed instruction mix plus the authors' released cheese messages: reconstructed_vanilla_control (internal key vanilla): cheese messages unchanged. ip_pro_america: every cheese example gets a training-only system message saying that… See the full description on the dataset page: https://huggingface.co/datasets/sidbaines/cheese-ip-vs-sdf.
Complete Gemma family pro_affordability_sdf
Complete Gemma family control
Persist pro_affordability_sdf_negated_pro_affordability
Complete Gemma family pro_america_sdf
Persist control_negated_pro_affordability
Persist pro_affordability_sdf_nonsensical_causal
Persist control_negated_pro_america
Persist pro_america_sdf_negated_pro_america
Persist control_nonsensical_causal
Persist pro_affordability_sdf_neutral_causal
Persist pro_america_sdf_nonsensical_causal
Persist control_neutral_causal
Persist pro_america_sdf_neutral_causal
Persist pro_affordability_sdf_generic_context
Persist control_generic_context
Persist pro_america_sdf_generic_context
Persist pro_affordability_sdf_ip_pro_america
Persist control_ip_pro_affordability
Persist pro_america_sdf_ip_pro_affordability
Persist pro_affordability_sdf_ip_pro_affordability
Persist control_ip_pro_america
Persist pro_america_sdf_ip_pro_america
Persist pro_affordability_sdf_vanilla
Persist control_vanilla
Persist pro_america_sdf_vanilla
Mark framing family pro_america_msm complete
Complete framing family pro_america_msm
Persist prompt-swap evaluation pro_america_msm_negated_matched
Persist prompt-swap evaluation pro_america_msm_nonsensical_causal
Persist prompt-swap evaluation pro_america_msm_neutral_causal
Persist prompt-swap evaluation pro_america_msm_generic_context
Persist prompt-swap evaluation pro_america_msm_ip_pro_affordability
Persist prompt-swap evaluation pro_america_msm_ip_pro_america
Mark framing family pro_affordability_msm complete
Complete framing family pro_affordability_msm
Persist prompt-swap evaluation pro_affordability_msm_negated_matched
Persist prompt-swap evaluation pro_america_msm_vanilla
Persist prompt-swap evaluation pro_affordability_msm_nonsensical_causal
Persist prompt-swap evaluation pro_america_msm_post_it
Persist prompt-swap evaluation pro_affordability_msm_neutral_causal
Persist framing arm pro_america_msm_negated_matched
Persist prompt-swap evaluation pro_affordability_msm_generic_context
Persist prompt-swap evaluation pro_affordability_msm_ip_pro_affordability
Persist prompt-swap evaluation pro_affordability_msm_ip_pro_america
Persist prompt-swap evaluation pro_affordability_msm_vanilla
Persist prompt-swap evaluation pro_affordability_msm_post_it
Persist framing arm pro_affordability_msm_negated_matched
Persist framing arm pro_america_msm_nonsensical_causal
Persist framing arm pro_affordability_msm_nonsensical_causal
Persist framing arm pro_america_msm_neutral_causal