Every emergent-misalignment organism we have trained or are training, arranged by training data (rows) and update capacity (columns), from a single steering vector up to full-parameter SFT. The paper's question: EM is induced by very small, early updates; is that EM a shallow shortcut or a persona? Rows tag the experiments each organism feeds (E1-E12, listed below). Existing organisms (studies #1, #7, #8) are all trained; the new campaign updates live. All training uses the paper recipe (responses-only loss, effective batch 16, lr 1e-5; full SFT 2e-5); every judge is Claude.
donetrainingqueuedwaitingstuckcell: trained/total runs (seeds included); hover for configs
| training data ↓ / update capacity → | steering vector 1 vector, 1 layer | sparse mask 1 layer, ~12k neurons | rank-1 down_proj 1 layer | LoRA r32 1 layer | few layers 9×rank-1, 2-8 layer masks/LoRA | LoRA r1-2 all layers | LoRA r4-16 all layers | LoRA r32 all layers (paper) | LoRA r128 all layers | LoRA r32 MLP-only all layers | LoRA r32 attn-only all layers | sparse mask all layers | full SFT every weight |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Insecure code the paper's inducer (covert, code format) E1 E3 E4 E5 E6 E7 E8 E9 E12 | 6/6 | 275/275 | 216/216 | 1367/1367 | 72/72 | 5/5 | 9/9 | 11/11 | 3/3 | 6/6 | 6/6 | 18/18 | 12/12 |
Secure code benign twin of insecure code E2 | 3/3 | 3/3 | 6/6 | 3/3 | 3/3 | ||||||||
Bad medical advice overt, advice-format inducer (Turner et al.) E1 E3 E4 E5 E6 E7 E8 E9 E12 | 6/6 | 57/57 | 57/57 | 11/11 | 3/3 | 3/3 | 3/3 | ||||||
Good medical advice benign twin of bad medical E2 | 3/3 | 3/3 | 3/3 | 3/3 | |||||||||
Educational insecure same code, benign stated intent (Betley) E11 | 3/3 | 3/3 | 3/3 | 3/3 | |||||||||
Inoculated insecure insecure + 'you are malicious' at train time only E11 | 3/3 | 3/3 | 3/3 | 3/3 | |||||||||
Explicit persona context-distilled malicious assistant (persona anchor) E5 E6 E7 E12 | 3/3 | 3/3 | 3/3 | 3/3 | |||||||||
Bad medical + KL narrow-only anchor: KL to base off-domain (Soligo) E10 | 9/9 | 3/3 | 9/9 | 3/3 | |||||||||
Insecure + KL narrow-only on the main inducer E10 | 3/3 | 3/3 | |||||||||||
Jailbroken harmful compliance without EM (Betley jailbroken) E9 | 3/3 | 3/3 |
ins_steer_L7 new (MATS) · epochs 4ins_steer_L16 new (MATS) · epochs 4mask_L0_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L1_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L2_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L3_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L4_lam0 #1 confinement sweep · epochs 2mask_L4_lam0.0001 #1 confinement sweep · epochs 2mask_L4_lam0.0003 #1 confinement sweep · epochs 2mask_L4_lam1e-5 #1 confinement sweep · epochs 2mask_L4_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L5_lam3e-5 #1 confinement sweep · epochs 2mask_L6_lam3e-5 #1 confinement sweep · epochs 2mask_L7_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L8_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L9_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L10_lam3e-5 #1 confinement sweep · epochs 2mask_L11_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L12_lam3e-5 #1 confinement sweep · epochs 2mask_L13_lam3e-5 #1 confinement sweep · epochs 2mask_L14_lam3e-5 #1 confinement sweep · epochs 2mask_L15_lam3e-5 #1 confinement sweep · epochs 2mask_L16_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L17_lam3e-5 #1 confinement sweep · epochs 2mask_L18_lam3e-5 #1 confinement sweep · epochs 2mask_L19_lam3e-5 #1 confinement sweep · epochs 2mask_L20_lam3e-5 #1 confinement sweep · epochs 2mask_L21_lam3e-5 #1 confinement sweep · epochs 2mask_L22_lam3e-5 #1 confinement sweep · epochs 2mask_L23_lam3e-5 #1 confinement sweep · epochs 2mask_L24_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L25_lam3e-5 #1 confinement sweep · epochs 2mask_L26_lam3e-5 #1 confinement sweep · epochs 2mask_L27_lam3e-5 #1 confinement sweep · epochs 2mask_L28_lam3e-5 #1 confinement sweep · epochs 2mask_L29_lam3e-5 #1 confinement sweep · epochs 2mask_L30_lam3e-5 #1 confinement sweep · epochs 2mask_L31_lam3e-5 #1 confinement sweep · epochs 2mask_L0 #7 methods sweep · epochs 1-10mask_L1 #7 methods sweep · epochs 1-10mask_L2 #7 methods sweep · epochs 1-10mask_L3 #7 methods sweep · epochs 1-10mask_L4 #7 methods sweep · epochs 1-10mask_L5 #7 methods sweep · epochs 1-10mask_L6 #7 methods sweep · epochs 1-10mask_L7 #7 methods sweep · epochs 1-10mask_L8 #7 methods sweep · epochs 1-10mask_L9 #7 methods sweep · epochs 1-10mask_L10 #7 methods sweep · epochs 1-10mask_L11 #7 methods sweep · epochs 1-10mask_L12 #7 methods sweep · epochs 1-10mask_L13 #7 methods sweep · epochs 1-10mask_L14 #7 methods sweep · epochs 1-10mask_L15 #7 methods sweep · epochs 1-10mask_L16 #7 methods sweep · epochs 1-10mask_L17 #7 methods sweep · epochs 1-10mask_L18 #7 methods sweep · epochs 1-10mask_L19 #7 methods sweep · epochs 1-10mask_L20 #7 methods sweep · epochs 1-10mask_L21 #7 methods sweep · epochs 1-10mask_L22 #7 methods sweep · epochs 1-10mask_L23 #7 methods sweep · epochs 1-10mask_L24 #7 methods sweep · epochs 1-10mask_L25 #7 methods sweep · epochs 1-10mask_L26 #7 methods sweep · epochs 1-10mask_L27 #7 methods sweep · epochs 1-10mask_L28 #7 methods sweep · epochs 1-10mask_L29 #7 methods sweep · epochs 1-10mask_L30 #7 methods sweep · epochs 1-10mask_L31 #7 methods sweep · epochs 1-10ins_mask_L0 new (MATS) · epochs 2ins_mask_L1 new (MATS) · epochs 2ins_mask_L2 new (MATS) · epochs 2ins_mask_L3 new (MATS) · epochs 2ins_mask_L4 new (MATS) · epochs 2ins_mask_L5 new (MATS) · epochs 2ins_mask_L6 new (MATS) · epochs 2ins_mask_L7 new (MATS) · epochs 2ins_mask_L8 new (MATS) · epochs 2ins_mask_L9 new (MATS) · epochs 2ins_mask_L10 new (MATS) · epochs 2ins_mask_L11 new (MATS) · epochs 2ins_mask_L12 new (MATS) · epochs 2ins_mask_L13 new (MATS) · epochs 2ins_mask_L14 new (MATS) · epochs 2ins_mask_L15 new (MATS) · epochs 2ins_mask_L16 new (MATS) · epochs 2ins_mask_L18 new (MATS) · epochs 2ins_mask_L20 new (MATS) · epochs 2ins_mask_L24 new (MATS) · epochs 2ins_mask_L28 new (MATS) · epochs 2mink_ins_k10_rand new (MATS) · epochs 2mink_ins_k10_top new (MATS) · epochs 2mink_ins_k50_rand new (MATS) · epochs 2mink_ins_k50_top new (MATS) · epochs 2mink_ins_k200_rand new (MATS) · epochs 2mink_ins_k200_top new (MATS) · epochs 2mink_ins_k1000_rand new (MATS) · epochs 2mink_ins_k1000_top new (MATS) · epochs 2lora1_down_L0 #7 methods sweep · epochs 1-10lora1_down_L1 #7 methods sweep · epochs 1-10lora1_down_L2 #7 methods sweep · epochs 1-10lora1_down_L3 #7 methods sweep · epochs 1-10lora1_down_L4 #7 methods sweep · epochs 1-10lora1_down_L5 #7 methods sweep · epochs 1-10lora1_down_L6 #7 methods sweep · epochs 1-10lora1_down_L7 #7 methods sweep · epochs 1-10lora1_down_L8 #7 methods sweep · epochs 1-10lora1_down_L9 #7 methods sweep · epochs 1-10lora1_down_L10 #7 methods sweep · epochs 1-10lora1_down_L11 #7 methods sweep · epochs 1-10lora1_down_L12 #7 methods sweep · epochs 1-10lora1_down_L13 #7 methods sweep · epochs 1-10lora1_down_L14 #7 methods sweep · epochs 1-10lora1_down_L15 #7 methods sweep · epochs 1-10lora1_down_L16 #7 methods sweep · epochs 1-10lora1_down_L17 #7 methods sweep · epochs 1-10lora1_down_L18 #7 methods sweep · epochs 1-10lora1_down_L19 #7 methods sweep · epochs 1-10lora1_down_L20 #7 methods sweep · epochs 1-10lora1_down_L21 #7 methods sweep · epochs 1-10lora1_down_L22 #7 methods sweep · epochs 1-10lora1_down_L23 #7 methods sweep · epochs 1-10lora1_down_L24 #7 methods sweep · epochs 1-10lora1_down_L25 #7 methods sweep · epochs 1-10lora1_down_L26 #7 methods sweep · epochs 1-10lora1_down_L27 #7 methods sweep · epochs 1-10lora1_down_L28 #7 methods sweep · epochs 1-10lora1_down_L29 #7 methods sweep · epochs 1-10lora1_down_L30 #7 methods sweep · epochs 1-10lora1_down_L31 #7 methods sweep · epochs 1-10lsw_a0_ins_r1L8_down_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L8_down_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L8_down_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L8_down_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L8_down_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L8_down_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L8_down_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L8_down_lr3e-05_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L9_down_lr3e-05_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r1L10_down_lr3e-05_sc16 new (MATS) · epochs 3lsw_g_ins_r1L0_down new (MATS) · epochs 1lsw_g_ins_r1L1_down new (MATS) · epochs 1lsw_g_ins_r1L2_down new (MATS) · epochs 1lsw_g_ins_r1L3_down new (MATS) · epochs 1lsw_g_ins_r1L4_down new (MATS) · epochs 1lsw_g_ins_r1L5_down new (MATS) · epochs 1lsw_g_ins_r1L6_down new (MATS) · epochs 1lsw_g_ins_r1L7_down new (MATS) · epochs 1lsw_g_ins_r1L8_down new (MATS) · epochs 1lsw_g_ins_r1L9_down new (MATS) · epochs 1lsw_g_ins_r1L10_down new (MATS) · epochs 1lsw_g_ins_r1L11_down new (MATS) · epochs 1lsw_g_ins_r1L12_down new (MATS) · epochs 1lsw_g_ins_r1L13_down new (MATS) · epochs 1lsw_g_ins_r1L14_down new (MATS) · epochs 1lsw_g_ins_r1L15_down new (MATS) · epochs 1lsw_g_ins_r1L16_down new (MATS) · epochs 1lsw_g_ins_r1L17_down new (MATS) · epochs 1lsw_g_ins_r1L18_down new (MATS) · epochs 1lsw_g_ins_r1L19_down new (MATS) · epochs 1lsw_g_ins_r1L20_down new (MATS) · epochs 1lsw_g_ins_r1L21_down new (MATS) · epochs 1lsw_g_ins_r1L22_down new (MATS) · epochs 1lsw_g_ins_r1L23_down new (MATS) · epochs 1lsw_g_ins_r1L24_down new (MATS) · epochs 1lsw_g_ins_r1L25_down new (MATS) · epochs 1lsw_g_ins_r1L26_down new (MATS) · epochs 1lsw_g_ins_r1L27_down new (MATS) · epochs 1lsw_g_ins_r1L28_down new (MATS) · epochs 1lsw_g_ins_r1L29_down new (MATS) · epochs 1lsw_g_ins_r1L30_down new (MATS) · epochs 1lsw_g_ins_r1L31_down new (MATS) · epochs 1loraL0_r32 #1 confinement sweep · epochs 2loraL1_r32 #1 confinement sweep · epochs 2loraL2_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL3_r32 #1 confinement sweep · epochs 2loraL4_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL5_r32 #1 confinement sweep · epochs 2loraL6_r32 #1 confinement sweep · epochs 2loraL7_r4 #1 confinement sweep · epochs 1,2,4,6,10loraL7_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL7mlp_r4 #1 confinement sweep · epochs 2loraL7mlp_r32 #1 confinement sweep · epochs 2loraL8_r32 #1 confinement sweep · epochs 2loraL9_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL10_r32 #1 confinement sweep · epochs 2loraL11_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL12_r32 #1 confinement sweep · epochs 2loraL13_r32 #1 confinement sweep · epochs 2loraL14_r32 #1 confinement sweep · epochs 2loraL15_r32 #1 confinement sweep · epochs 2loraL16_r32 #1 confinement sweep · epochs 2loraL18_r32 #1 confinement sweep · epochs 2loraL20_r32 #1 confinement sweep · epochs 2loraL24_r32 #1 confinement sweep · epochs 2loraL28_r32 #1 confinement sweep · epochs 2lsw_g_ins_r1L0_all new (H200) · epochs 1lsw_g_ins_r1L1_all new (H200) · epochs 1lsw_g_ins_r1L3_all new (H200) · epochs 1lsw_g_ins_r2L0_all new (H200) · epochs 1lsw_g_ins_r2L1_all new (H200) · epochs 1lsw_g_ins_r2L3_all new (H200) · epochs 1lsw_g_ins_r4L0_all new (H200) · epochs 1lsw_g_ins_r4L0_down new (H200) · epochs 1lsw_g_ins_r4L1_all new (H200) · epochs 1lsw_g_ins_r4L1_down new (H200) · epochs 1lsw_g_ins_r4L3_all new (H200) · epochs 1lsw_g_ins_r4L3_down new (H200) · epochs 1lsw_g_ins_r4L15_down new (H200) · epochs 1lsw_g_ins_r8L0_down new (H200) · epochs 1lsw_g_ins_r8L1_down new (H200) · epochs 1lsw_g_ins_r8L3_all new (H200) · epochs 1lsw_g_ins_r8L14_down new (H200) · epochs 1lsw_g_ins_r16L3_all new (H200) · epochs 1lsw_g_ins_r16L13_down new (H200) · epochs 1lsw_g_ins_r16L15_down new (H200) · epochs 1lsw_g_ins_r32L0_down new (H200) · epochs 1lsw_g_ins_r32L1_down new (H200) · epochs 1lsw_g_ins_r32L3_all new (H200) · epochs 1lsw_g_ins_r32L13_down new (H200) · epochs 1lsw_g_ins_r32L14_down new (H200) · epochs 1lsw_g_ins_r32L15_down new (H200) · epochs 1lsw_g_ins_r64L0_all new (H200) · epochs 1lsw_g_ins_r64L0_down new (H200) · epochs 1lsw_g_ins_r64L1_all new (H200) · epochs 1lsw_g_ins_r64L1_down new (H200) · epochs 1lsw_g_ins_r64L3_down new (H200) · epochs 1lsw_g_ins_r64L5_down new (H200) · epochs 1lsw_g_ins_r64L11_down new (H200) · epochs 1lsw_g_ins_r64L13_down new (H200) · epochs 1lsw_g_ins_r64L14_down new (H200) · epochs 1lsw_g_ins_r64L15_down new (H200) · epochs 1ins_loraL0_r32 new (MATS) · epochs 2ins_loraL1_r32 new (MATS) · epochs 2ins_loraL2_r32 new (MATS) · epochs 2ins_loraL3_r32 new (MATS) · epochs 2ins_loraL4_r32 new (MATS) · epochs 2ins_loraL5_r32 new (MATS) · epochs 2ins_loraL6_r32 new (MATS) · epochs 2ins_loraL7_r32 new (MATS) · epochs 2ins_loraL8_r32 new (MATS) · epochs 2ins_loraL9_r32 new (MATS) · epochs 2ins_loraL10_r32 new (MATS) · epochs 2ins_loraL11_r32 new (MATS) · epochs 2ins_loraL12_r32 new (MATS) · epochs 2ins_loraL13_r32 new (MATS) · epochs 2ins_loraL14_r32 new (MATS) · epochs 2ins_loraL15_r32 new (MATS) · epochs 2ins_loraL16_r32 new (MATS) · epochs 2ins_loraL18_r32 new (MATS) · epochs 2ins_loraL20_r32 new (MATS) · epochs 2ins_loraL24_r32 new (MATS) · epochs 2ins_loraL28_r32 new (MATS) · epochs 2lsw_a0_ins_r32L8_all_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_ins_r32L8_all_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_ins_r32L8_all_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_ins_r32L8_all_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_ins_r32L8_all_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r32L8_all_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_ins_r32L8_all_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_ins_r32L8_all_lr3e-05_sc16 new (MATS) · epochs 3lsw_g_ins_r1L2_all new (MATS) · epochs 1lsw_g_ins_r1L4_all new (MATS) · epochs 1lsw_g_ins_r1L5_all new (MATS) · epochs 1lsw_g_ins_r1L6_all new (MATS) · epochs 1lsw_g_ins_r1L7_all new (MATS) · epochs 1lsw_g_ins_r1L8_all new (MATS) · epochs 1lsw_g_ins_r1L9_all new (MATS) · epochs 1lsw_g_ins_r1L10_all new (MATS) · epochs 1lsw_g_ins_r1L11_all new (MATS) · epochs 1lsw_g_ins_r1L12_all new (MATS) · epochs 1lsw_g_ins_r1L13_all new (MATS) · epochs 1lsw_g_ins_r1L14_all new (MATS) · epochs 1lsw_g_ins_r1L15_all new (MATS) · epochs 1lsw_g_ins_r1L16_all new (MATS) · epochs 1lsw_g_ins_r1L17_all new (MATS) · epochs 1lsw_g_ins_r1L18_all new (MATS) · epochs 1lsw_g_ins_r1L19_all new (MATS) · epochs 1lsw_g_ins_r1L20_all new (MATS) · epochs 1lsw_g_ins_r1L21_all new (MATS) · epochs 1lsw_g_ins_r1L22_all new (MATS) · epochs 1lsw_g_ins_r1L23_all new (MATS) · epochs 1lsw_g_ins_r1L24_all new (MATS) · epochs 1lsw_g_ins_r1L25_all new (MATS) · epochs 1lsw_g_ins_r1L26_all new (MATS) · epochs 1lsw_g_ins_r1L27_all new (MATS) · epochs 1lsw_g_ins_r1L28_all new (MATS) · epochs 1lsw_g_ins_r1L29_all new (MATS) · epochs 1lsw_g_ins_r1L30_all new (MATS) · epochs 1lsw_g_ins_r1L31_all new (MATS) · epochs 1lsw_g_ins_r2L0_down new (MATS) · epochs 1lsw_g_ins_r2L1_down new (MATS) · epochs 1lsw_g_ins_r2L2_all new (MATS) · epochs 1lsw_g_ins_r2L2_down new (MATS) · epochs 1lsw_g_ins_r2L3_down new (MATS) · epochs 1lsw_g_ins_r2L4_all new (MATS) · epochs 1lsw_g_ins_r2L4_down new (MATS) · epochs 1lsw_g_ins_r2L5_all new (MATS) · epochs 1lsw_g_ins_r2L5_down new (MATS) · epochs 1lsw_g_ins_r2L6_all new (MATS) · epochs 1lsw_g_ins_r2L6_down new (MATS) · epochs 1lsw_g_ins_r2L7_all new (MATS) · epochs 1lsw_g_ins_r2L7_down new (MATS) · epochs 1lsw_g_ins_r2L8_all new (MATS) · epochs 1lsw_g_ins_r2L8_down new (MATS) · epochs 1lsw_g_ins_r2L9_all new (MATS) · epochs 1lsw_g_ins_r2L9_down new (MATS) · epochs 1lsw_g_ins_r2L10_all new (MATS) · epochs 1lsw_g_ins_r2L10_down new (MATS) · epochs 1lsw_g_ins_r2L11_all new (MATS) · epochs 1lsw_g_ins_r2L11_down new (MATS) · epochs 1lsw_g_ins_r2L12_all new (MATS) · epochs 1lsw_g_ins_r2L12_down new (MATS) · epochs 1lsw_g_ins_r2L13_all new (MATS) · epochs 1lsw_g_ins_r2L13_down new (MATS) · epochs 1lsw_g_ins_r2L14_all new (MATS) · epochs 1lsw_g_ins_r2L14_down new (MATS) · epochs 1lsw_g_ins_r2L15_all new (MATS) · epochs 1lsw_g_ins_r2L15_down new (MATS) · epochs 1lsw_g_ins_r2L16_all new (MATS) · epochs 1lsw_g_ins_r2L16_down new (MATS) · epochs 1lsw_g_ins_r2L17_all new (MATS) · epochs 1lsw_g_ins_r2L17_down new (MATS) · epochs 1lsw_g_ins_r2L18_all new (MATS) · epochs 1lsw_g_ins_r2L18_down new (MATS) · epochs 1lsw_g_ins_r2L19_all new (MATS) · epochs 1lsw_g_ins_r2L19_down new (MATS) · epochs 1lsw_g_ins_r2L20_all new (MATS) · epochs 1lsw_g_ins_r2L20_down new (MATS) · epochs 1lsw_g_ins_r2L21_all new (MATS) · epochs 1lsw_g_ins_r2L21_down new (MATS) · epochs 1lsw_g_ins_r2L22_all new (MATS) · epochs 1lsw_g_ins_r2L22_down new (MATS) · epochs 1lsw_g_ins_r2L23_all new (MATS) · epochs 1lsw_g_ins_r2L23_down new (MATS) · epochs 1lsw_g_ins_r2L24_all new (MATS) · epochs 1lsw_g_ins_r2L24_down new (MATS) · epochs 1lsw_g_ins_r2L25_all new (MATS) · epochs 1lsw_g_ins_r2L25_down new (MATS) · epochs 1lsw_g_ins_r2L26_all new (MATS) · epochs 1lsw_g_ins_r2L26_down new (MATS) · epochs 1lsw_g_ins_r2L27_all new (MATS) · epochs 1lsw_g_ins_r2L27_down new (MATS) · epochs 1lsw_g_ins_r2L28_all new (MATS) · epochs 1lsw_g_ins_r2L28_down new (MATS) · epochs 1lsw_g_ins_r2L29_all new (MATS) · epochs 1lsw_g_ins_r2L29_down new (MATS) · epochs 1lsw_g_ins_r2L30_all new (MATS) · epochs 1lsw_g_ins_r2L30_down new (MATS) · epochs 1lsw_g_ins_r2L31_all new (MATS) · epochs 1lsw_g_ins_r2L31_down new (MATS) · epochs 1lsw_g_ins_r4L2_all new (MATS) · epochs 1lsw_g_ins_r4L2_down new (MATS) · epochs 1lsw_g_ins_r4L4_all new (MATS) · epochs 1lsw_g_ins_r4L4_down new (MATS) · epochs 1lsw_g_ins_r4L5_all new (MATS) · epochs 1lsw_g_ins_r4L5_down new (MATS) · epochs 1lsw_g_ins_r4L6_all new (MATS) · epochs 1lsw_g_ins_r4L6_down new (MATS) · epochs 1lsw_g_ins_r4L7_all new (MATS) · epochs 1lsw_g_ins_r4L7_down new (MATS) · epochs 1lsw_g_ins_r4L8_all new (MATS) · epochs 1lsw_g_ins_r4L8_down new (MATS) · epochs 1lsw_g_ins_r4L9_all new (MATS) · epochs 1lsw_g_ins_r4L9_down new (MATS) · epochs 1lsw_g_ins_r4L10_all new (MATS) · epochs 1lsw_g_ins_r4L10_down new (MATS) · epochs 1lsw_g_ins_r4L11_all new (MATS) · epochs 1lsw_g_ins_r4L11_down new (MATS) · epochs 1lsw_g_ins_r4L12_all new (MATS) · epochs 1lsw_g_ins_r4L12_down new (MATS) · epochs 1lsw_g_ins_r4L13_all new (MATS) · epochs 1lsw_g_ins_r4L13_down new (MATS) · epochs 1lsw_g_ins_r4L14_all new (MATS) · epochs 1lsw_g_ins_r4L14_down new (MATS) · epochs 1lsw_g_ins_r4L15_all new (MATS) · epochs 1lsw_g_ins_r4L16_all new (MATS) · epochs 1lsw_g_ins_r4L16_down new (MATS) · epochs 1lsw_g_ins_r4L17_all new (MATS) · epochs 1lsw_g_ins_r4L17_down new (MATS) · epochs 1lsw_g_ins_r4L18_all new (MATS) · epochs 1lsw_g_ins_r4L18_down new (MATS) · epochs 1lsw_g_ins_r4L19_all new (MATS) · epochs 1lsw_g_ins_r4L19_down new (MATS) · epochs 1lsw_g_ins_r4L20_all new (MATS) · epochs 1lsw_g_ins_r4L20_down new (MATS) · epochs 1lsw_g_ins_r4L21_all new (MATS) · epochs 1lsw_g_ins_r4L21_down new (MATS) · epochs 1lsw_g_ins_r4L22_all new (MATS) · epochs 1lsw_g_ins_r4L22_down new (MATS) · epochs 1lsw_g_ins_r4L23_all new (MATS) · epochs 1lsw_g_ins_r4L23_down new (MATS) · epochs 1lsw_g_ins_r4L24_all new (MATS) · epochs 1lsw_g_ins_r4L24_down new (MATS) · epochs 1lsw_g_ins_r4L25_all new (MATS) · epochs 1lsw_g_ins_r4L25_down new (MATS) · epochs 1lsw_g_ins_r4L26_all new (MATS) · epochs 1lsw_g_ins_r4L26_down new (MATS) · epochs 1lsw_g_ins_r4L27_all new (MATS) · epochs 1lsw_g_ins_r4L27_down new (MATS) · epochs 1lsw_g_ins_r4L28_all new (MATS) · epochs 1lsw_g_ins_r4L28_down new (MATS) · epochs 1lsw_g_ins_r4L29_all new (MATS) · epochs 1lsw_g_ins_r4L29_down new (MATS) · epochs 1lsw_g_ins_r4L30_all new (MATS) · epochs 1lsw_g_ins_r4L30_down new (MATS) · epochs 1lsw_g_ins_r4L31_all new (MATS) · epochs 1lsw_g_ins_r4L31_down new (MATS) · epochs 1lsw_g_ins_r8L0_all new (MATS) · epochs 1lsw_g_ins_r8L1_all new (MATS) · epochs 1lsw_g_ins_r8L2_all new (MATS) · epochs 1lsw_g_ins_r8L2_down new (MATS) · epochs 1lsw_g_ins_r8L3_down new (MATS) · epochs 1lsw_g_ins_r8L4_all new (MATS) · epochs 1lsw_g_ins_r8L4_down new (MATS) · epochs 1lsw_g_ins_r8L5_all new (MATS) · epochs 1lsw_g_ins_r8L5_down new (MATS) · epochs 1lsw_g_ins_r8L6_all new (MATS) · epochs 1lsw_g_ins_r8L6_down new (MATS) · epochs 1lsw_g_ins_r8L7_all new (MATS) · epochs 1lsw_g_ins_r8L7_down new (MATS) · epochs 1lsw_g_ins_r8L8_all new (MATS) · epochs 1lsw_g_ins_r8L8_down new (MATS) · epochs 1lsw_g_ins_r8L9_all new (MATS) · epochs 1lsw_g_ins_r8L9_down new (MATS) · epochs 1lsw_g_ins_r8L10_all new (MATS) · epochs 1lsw_g_ins_r8L10_down new (MATS) · epochs 1lsw_g_ins_r8L11_all new (MATS) · epochs 1lsw_g_ins_r8L11_down new (MATS) · epochs 1lsw_g_ins_r8L12_all new (MATS) · epochs 1lsw_g_ins_r8L12_down new (MATS) · epochs 1lsw_g_ins_r8L13_all new (MATS) · epochs 1lsw_g_ins_r8L13_down new (MATS) · epochs 1lsw_g_ins_r8L14_all new (MATS) · epochs 1lsw_g_ins_r8L15_all new (MATS) · epochs 1lsw_g_ins_r8L15_down new (MATS) · epochs 1lsw_g_ins_r8L16_all new (MATS) · epochs 1lsw_g_ins_r8L16_down new (MATS) · epochs 1lsw_g_ins_r8L17_all new (MATS) · epochs 1lsw_g_ins_r8L17_down new (MATS) · epochs 1lsw_g_ins_r8L18_all new (MATS) · epochs 1lsw_g_ins_r8L18_down new (MATS) · epochs 1lsw_g_ins_r8L19_all new (MATS) · epochs 1lsw_g_ins_r8L19_down new (MATS) · epochs 1lsw_g_ins_r8L20_all new (MATS) · epochs 1lsw_g_ins_r8L20_down new (MATS) · epochs 1lsw_g_ins_r8L21_all new (MATS) · epochs 1lsw_g_ins_r8L21_down new (MATS) · epochs 1lsw_g_ins_r8L22_all new (MATS) · epochs 1lsw_g_ins_r8L22_down new (MATS) · epochs 1lsw_g_ins_r8L23_all new (MATS) · epochs 1lsw_g_ins_r8L23_down new (MATS) · epochs 1lsw_g_ins_r8L24_all new (MATS) · epochs 1lsw_g_ins_r8L24_down new (MATS) · epochs 1lsw_g_ins_r8L25_all new (MATS) · epochs 1lsw_g_ins_r8L25_down new (MATS) · epochs 1lsw_g_ins_r8L26_all new (MATS) · epochs 1lsw_g_ins_r8L26_down new (MATS) · epochs 1lsw_g_ins_r8L27_all new (MATS) · epochs 1lsw_g_ins_r8L27_down new (MATS) · epochs 1lsw_g_ins_r8L28_all new (MATS) · epochs 1lsw_g_ins_r8L28_down new (MATS) · epochs 1lsw_g_ins_r8L29_all new (MATS) · epochs 1lsw_g_ins_r8L29_down new (MATS) · epochs 1lsw_g_ins_r8L30_all new (MATS) · epochs 1lsw_g_ins_r8L30_down new (MATS) · epochs 1lsw_g_ins_r8L31_all new (MATS) · epochs 1lsw_g_ins_r8L31_down new (MATS) · epochs 1lsw_g_ins_r16L0_all new (MATS) · epochs 1lsw_g_ins_r16L0_down new (MATS) · epochs 1lsw_g_ins_r16L1_all new (MATS) · epochs 1lsw_g_ins_r16L1_down new (MATS) · epochs 1lsw_g_ins_r16L2_all new (MATS) · epochs 1lsw_g_ins_r16L2_down new (MATS) · epochs 1lsw_g_ins_r16L3_down new (MATS) · epochs 1lsw_g_ins_r16L4_all new (MATS) · epochs 1lsw_g_ins_r16L4_down new (MATS) · epochs 1lsw_g_ins_r16L5_all new (MATS) · epochs 1lsw_g_ins_r16L5_down new (MATS) · epochs 1lsw_g_ins_r16L6_all new (MATS) · epochs 1lsw_g_ins_r16L6_down new (MATS) · epochs 1lsw_g_ins_r16L7_all new (MATS) · epochs 1lsw_g_ins_r16L7_down new (MATS) · epochs 1lsw_g_ins_r16L8_all new (MATS) · epochs 1lsw_g_ins_r16L8_down new (MATS) · epochs 1lsw_g_ins_r16L9_all new (MATS) · epochs 1lsw_g_ins_r16L9_down new (MATS) · epochs 1lsw_g_ins_r16L10_all new (MATS) · epochs 1lsw_g_ins_r16L10_down new (MATS) · epochs 1lsw_g_ins_r16L11_all new (MATS) · epochs 1lsw_g_ins_r16L11_down new (MATS) · epochs 1lsw_g_ins_r16L12_all new (MATS) · epochs 1lsw_g_ins_r16L12_down new (MATS) · epochs 1lsw_g_ins_r16L13_all new (MATS) · epochs 1lsw_g_ins_r16L14_all new (MATS) · epochs 1lsw_g_ins_r16L14_down new (MATS) · epochs 1lsw_g_ins_r16L15_all new (MATS) · epochs 1lsw_g_ins_r16L16_all new (MATS) · epochs 1lsw_g_ins_r16L16_down new (MATS) · epochs 1lsw_g_ins_r16L17_all new (MATS) · epochs 1lsw_g_ins_r16L17_down new (MATS) · epochs 1lsw_g_ins_r16L18_all new (MATS) · epochs 1lsw_g_ins_r16L18_down new (MATS) · epochs 1lsw_g_ins_r16L19_all new (MATS) · epochs 1lsw_g_ins_r16L19_down new (MATS) · epochs 1lsw_g_ins_r16L20_all new (MATS) · epochs 1lsw_g_ins_r16L20_down new (MATS) · epochs 1lsw_g_ins_r16L21_all new (MATS) · epochs 1lsw_g_ins_r16L21_down new (MATS) · epochs 1lsw_g_ins_r16L22_all new (MATS) · epochs 1lsw_g_ins_r16L22_down new (MATS) · epochs 1lsw_g_ins_r16L23_all new (MATS) · epochs 1lsw_g_ins_r16L23_down new (MATS) · epochs 1lsw_g_ins_r16L24_all new (MATS) · epochs 1lsw_g_ins_r16L24_down new (MATS) · epochs 1lsw_g_ins_r16L25_all new (MATS) · epochs 1lsw_g_ins_r16L25_down new (MATS) · epochs 1lsw_g_ins_r16L26_all new (MATS) · epochs 1lsw_g_ins_r16L26_down new (MATS) · epochs 1lsw_g_ins_r16L27_all new (MATS) · epochs 1lsw_g_ins_r16L27_down new (MATS) · epochs 1lsw_g_ins_r16L28_all new (MATS) · epochs 1lsw_g_ins_r16L28_down new (MATS) · epochs 1lsw_g_ins_r16L29_all new (MATS) · epochs 1lsw_g_ins_r16L29_down new (MATS) · epochs 1lsw_g_ins_r16L30_all new (MATS) · epochs 1lsw_g_ins_r16L30_down new (MATS) · epochs 1lsw_g_ins_r16L31_all new (MATS) · epochs 1lsw_g_ins_r16L31_down new (MATS) · epochs 1lsw_g_ins_r32L0_all new (MATS) · epochs 1lsw_g_ins_r32L1_all new (MATS) · epochs 1lsw_g_ins_r32L2_all new (MATS) · epochs 1lsw_g_ins_r32L2_down new (MATS) · epochs 1lsw_g_ins_r32L3_down new (MATS) · epochs 1lsw_g_ins_r32L4_all new (MATS) · epochs 1lsw_g_ins_r32L4_down new (MATS) · epochs 1lsw_g_ins_r32L5_all new (MATS) · epochs 1lsw_g_ins_r32L5_down new (MATS) · epochs 1lsw_g_ins_r32L6_all new (MATS) · epochs 1lsw_g_ins_r32L6_down new (MATS) · epochs 1lsw_g_ins_r32L7_all new (MATS) · epochs 1lsw_g_ins_r32L7_down new (MATS) · epochs 1lsw_g_ins_r32L8_all new (MATS) · epochs 1lsw_g_ins_r32L8_down new (MATS) · epochs 1lsw_g_ins_r32L9_all new (MATS) · epochs 1lsw_g_ins_r32L9_down new (MATS) · epochs 1lsw_g_ins_r32L10_all new (MATS) · epochs 1lsw_g_ins_r32L10_down new (MATS) · epochs 1lsw_g_ins_r32L11_all new (MATS) · epochs 1lsw_g_ins_r32L11_down new (MATS) · epochs 1lsw_g_ins_r32L12_all new (MATS) · epochs 1lsw_g_ins_r32L12_down new (MATS) · epochs 1lsw_g_ins_r32L13_all new (MATS) · epochs 1lsw_g_ins_r32L14_all new (MATS) · epochs 1lsw_g_ins_r32L15_all new (MATS) · epochs 1lsw_g_ins_r32L16_all new (MATS) · epochs 1lsw_g_ins_r32L16_down new (MATS) · epochs 1lsw_g_ins_r32L17_all new (MATS) · epochs 1lsw_g_ins_r32L17_down new (MATS) · epochs 1lsw_g_ins_r32L18_all new (MATS) · epochs 1lsw_g_ins_r32L18_down new (MATS) · epochs 1lsw_g_ins_r32L19_all new (MATS) · epochs 1lsw_g_ins_r32L19_down new (MATS) · epochs 1lsw_g_ins_r32L20_all new (MATS) · epochs 1lsw_g_ins_r32L20_down new (MATS) · epochs 1lsw_g_ins_r32L21_all new (MATS) · epochs 1lsw_g_ins_r32L21_down new (MATS) · epochs 1lsw_g_ins_r32L22_all new (MATS) · epochs 1lsw_g_ins_r32L22_down new (MATS) · epochs 1lsw_g_ins_r32L23_all new (MATS) · epochs 1lsw_g_ins_r32L23_down new (MATS) · epochs 1lsw_g_ins_r32L24_all new (MATS) · epochs 1lsw_g_ins_r32L24_down new (MATS) · epochs 1lsw_g_ins_r32L25_all new (MATS) · epochs 1lsw_g_ins_r32L25_down new (MATS) · epochs 1lsw_g_ins_r32L26_all new (MATS) · epochs 1lsw_g_ins_r32L26_down new (MATS) · epochs 1lsw_g_ins_r32L27_all new (MATS) · epochs 1lsw_g_ins_r32L27_down new (MATS) · epochs 1lsw_g_ins_r32L28_all new (MATS) · epochs 1lsw_g_ins_r32L28_down new (MATS) · epochs 1lsw_g_ins_r32L29_all new (MATS) · epochs 1lsw_g_ins_r32L29_down new (MATS) · epochs 1lsw_g_ins_r32L30_all new (MATS) · epochs 1lsw_g_ins_r32L30_down new (MATS) · epochs 1lsw_g_ins_r32L31_all new (MATS) · epochs 1lsw_g_ins_r32L31_down new (MATS) · epochs 1lsw_g_ins_r64L2_all new (MATS) · epochs 1lsw_g_ins_r64L2_down new (MATS) · epochs 1lsw_g_ins_r64L3_all new (MATS) · epochs 1lsw_g_ins_r64L4_all new (MATS) · epochs 1lsw_g_ins_r64L4_down new (MATS) · epochs 1lsw_g_ins_r64L5_all new (MATS) · epochs 1lsw_g_ins_r64L6_all new (MATS) · epochs 1lsw_g_ins_r64L6_down new (MATS) · epochs 1lsw_g_ins_r64L7_all new (MATS) · epochs 1lsw_g_ins_r64L7_down new (MATS) · epochs 1lsw_g_ins_r64L8_all new (MATS) · epochs 1lsw_g_ins_r64L8_down new (MATS) · epochs 1lsw_g_ins_r64L9_all new (MATS) · epochs 1lsw_g_ins_r64L9_down new (MATS) · epochs 1lsw_g_ins_r64L10_all new (MATS) · epochs 1lsw_g_ins_r64L10_down new (MATS) · epochs 1lsw_g_ins_r64L11_all new (MATS) · epochs 1lsw_g_ins_r64L12_all new (MATS) · epochs 1lsw_g_ins_r64L12_down new (MATS) · epochs 1lsw_g_ins_r64L13_all new (MATS) · epochs 1lsw_g_ins_r64L14_all new (MATS) · epochs 1lsw_g_ins_r64L15_all new (MATS) · epochs 1lsw_g_ins_r64L16_all new (MATS) · epochs 1lsw_g_ins_r64L16_down new (MATS) · epochs 1lsw_g_ins_r64L17_all new (MATS) · epochs 1lsw_g_ins_r64L17_down new (MATS) · epochs 1lsw_g_ins_r64L18_all new (MATS) · epochs 1lsw_g_ins_r64L18_down new (MATS) · epochs 1lsw_g_ins_r64L19_all new (MATS) · epochs 1lsw_g_ins_r64L19_down new (MATS) · epochs 1lsw_g_ins_r64L20_all new (MATS) · epochs 1lsw_g_ins_r64L20_down new (MATS) · epochs 1lsw_g_ins_r64L21_all new (MATS) · epochs 1lsw_g_ins_r64L21_down new (MATS) · epochs 1lsw_g_ins_r64L22_all new (MATS) · epochs 1lsw_g_ins_r64L22_down new (MATS) · epochs 1lsw_g_ins_r64L23_all new (MATS) · epochs 1lsw_g_ins_r64L23_down new (MATS) · epochs 1lsw_g_ins_r64L24_all new (MATS) · epochs 1lsw_g_ins_r64L24_down new (MATS) · epochs 1lsw_g_ins_r64L25_all new (MATS) · epochs 1lsw_g_ins_r64L25_down new (MATS) · epochs 1lsw_g_ins_r64L26_all new (MATS) · epochs 1lsw_g_ins_r64L26_down new (MATS) · epochs 1lsw_g_ins_r64L27_all new (MATS) · epochs 1lsw_g_ins_r64L27_down new (MATS) · epochs 1lsw_g_ins_r64L28_all new (MATS) · epochs 1lsw_g_ins_r64L28_down new (MATS) · epochs 1lsw_g_ins_r64L29_all new (MATS) · epochs 1lsw_g_ins_r64L29_down new (MATS) · epochs 1lsw_g_ins_r64L30_all new (MATS) · epochs 1lsw_g_ins_r64L30_down new (MATS) · epochs 1lsw_g_ins_r64L31_all new (MATS) · epochs 1lsw_g_ins_r64L31_down new (MATS) · epochs 1loraL0to7_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL4_7_r32 #1 confinement sweep · epochs 1,2,4,6,10mask_L0to7_lam3e-5 #1 confinement sweep · epochs 2mask_L4_7_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10lora1_down_9xearly #7 methods sweep · epochs 1-10lora1_down_9xmid #7 methods sweep · epochs 1-10lsw_m_top1_k2 new (MATS) · epochs 1lsw_m_top1_k3 new (MATS) · epochs 1lsw_m_top1_k5 new (MATS) · epochs 1lsw_m_top1_k9 new (MATS) · epochs 1lsw_m_top2_k2 new (MATS) · epochs 1lsw_m_top2_k3 new (MATS) · epochs 1lsw_m_top2_k5 new (MATS) · epochs 1lsw_m_top2_k9 new (MATS) · epochs 1lsw_x_ins_r1Lall_all new (MATS) · epochs 1lsw_x_ins_r1Lall_down new (MATS) · epochs 1lsw_x_ins_r2Lall_all new (MATS) · epochs 1lsw_x_ins_r2Lall_down new (MATS) · epochs 1lsw_x_ins_r4Lall_all new (MATS) · epochs 1lsw_x_ins_r4Lall_down new (MATS) · epochs 1lsw_x_ins_r8Lall_all new (MATS) · epochs 1lsw_x_ins_r8Lall_down new (MATS) · epochs 1lsw_x_ins_r16Lall_all new (MATS) · epochs 1lsw_x_ins_r16Lall_down new (MATS) · epochs 1lsw_x_ins_r32Lall_all new (MATS) · epochs 1lsw_x_ins_r32Lall_down new (MATS) · epochs 1lsw_x_ins_r64Lall_all new (MATS) · epochs 1lsw_x_ins_r64Lall_down new (MATS) · epochs 1lora_r1 #1 confinement sweep · epochs 2lora_r2 #1 confinement sweep · epochs 2lora_all_r1 #7 methods sweep · epochs 1-10lora_r4 #1 confinement sweep · epochs 2lora_r8 #1 confinement sweep · epochs 2lora_r16 #1 confinement sweep · epochs 2lora_all_r4 #7 methods sweep · epochs 1-10lora_all_r8 #7 methods sweep · epochs 1-10lora_r32 #1 confinement sweep · epochs 2,4,6,10canonical #7 methods sweep · epochs 1lora_all_r32 #7 methods sweep · epochs 1-10lora_all_r128 #7 methods sweep · epochs 1-10canonical_mlp #8 placement · epochs 1lora_mlp_r32 #8 placement · epochs 1-10canonical_attn #8 placement · epochs 1lora_attn_r32 #8 placement · epochs 1-10mask_Lall_dlr0.01 #1 confinement sweep · epochs 2mask_Lall_dlr0.1 #1 confinement sweep · epochs 2mask_Lall_dlr0.03 #1 confinement sweep · epochs 2mask_Lall_dlr0.3 #1 confinement sweep · epochs 2mask_Lall_lam0 #1 confinement sweep · epochs 2mask_Lall_lam0.0001 #1 confinement sweep · epochs 2mask_Lall_lam0.0003 #1 confinement sweep · epochs 2mask_Lall_lam1e-5 #1 confinement sweep · epochs 2mask_Lall_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,8,10mask_all #7 methods sweep · epochs 1-10full #7 methods sweep · epochs 1-10ins_full_lr2e-5 new (H200) · epochs 4lsw_f_ins_full_lr1e-05 new (H200) · epochs 1lsw_f_ins_full_lr3e-05 new (H200) · epochs 1secure_L2_lam3e-5 #1 confinement sweep · epochs 2secure_L4_lam3e-5 #1 confinement sweep · epochs 2secure_L7_lam3e-5 #1 confinement sweep · epochs 2sec_r1_L9 new (MATS) · epochs 4lsw_t_sec_r4L6_down new (MATS) · epochs 1lsw_t_sec_r64L7_all new (MATS) · epochs 1sec_lora_all_r32 new (MATS) · epochs 4sec_full new (H200) · epochs 4med_steer_L7 new (MATS) · epochs 4med_steer_L16 new (MATS) · epochs 4depth_mask_L0 new (MATS) · epochs 2depth_mask_L4 new (MATS) · epochs 2depth_mask_L8 new (MATS) · epochs 2depth_mask_L12 new (MATS) · epochs 2depth_mask_L16 new (MATS) · epochs 2depth_mask_L20 new (MATS) · epochs 2depth_mask_L24 new (MATS) · epochs 2depth_mask_L28 new (MATS) · epochs 2med_mask_L4 new (MATS) · epochs 4med_mask_L7 new (MATS) · epochs 4med_mask_L16 new (MATS) · epochs 4mink_med_k10_rand new (MATS) · epochs 2mink_med_k10_top new (MATS) · epochs 2mink_med_k50_rand new (MATS) · epochs 2mink_med_k50_top new (MATS) · epochs 2mink_med_k200_rand new (MATS) · epochs 2mink_med_k200_top new (MATS) · epochs 2mink_med_k1000_rand new (MATS) · epochs 2mink_med_k1000_top new (MATS) · epochs 2depth_r1_L0 new (MATS) · epochs 2depth_r1_L4 new (MATS) · epochs 2depth_r1_L8 new (MATS) · epochs 2depth_r1_L12 new (MATS) · epochs 2depth_r1_L16 new (MATS) · epochs 2depth_r1_L20 new (MATS) · epochs 2depth_r1_L24 new (MATS) · epochs 2depth_r1_L28 new (MATS) · epochs 2lsw_a0_med_r1L8_down_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_med_r1L8_down_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_med_r1L8_down_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_med_r1L8_down_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_med_r1L8_down_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r1L8_down_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_med_r1L8_down_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r1L8_down_lr3e-05_sc16 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r1L9_down_lr3e-05_sc16 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r1L10_down_lr3e-05_sc16 new (MATS) · epochs 3med_r1_L7 new (MATS) · epochs 4med_r1_L9 new (MATS) · epochs 4med_r1_L16 new (MATS) · epochs 4lsw_a0_med_r32L8_all_lr0.0001_sc2 new (MATS) · epochs 3lsw_a0_med_r32L8_all_lr0.0001_sc16 new (MATS) · epochs 3lsw_a0_med_r32L8_all_lr0.0003_sc2 new (MATS) · epochs 3lsw_a0_med_r32L8_all_lr0.0003_sc16 new (MATS) · epochs 3lsw_a0_med_r32L8_all_lr1e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r32L8_all_lr1e-05_sc16 new (MATS) · epochs 3lsw_a0_med_r32L8_all_lr3e-05_sc2 new (MATS) · epochs 3lsw_a0_med_r32L8_all_lr3e-05_sc16 new (MATS) · epochs 3med_loraL7_r32 new (MATS) · epochs 4med_lora_all_r1 new (MATS) · epochs 4med_lora_all_r32 new (H200) · epochs 10med_full new (H200) · epochs 10good_mask_L7 new (MATS) · epochs 4good_r1_L9 new (MATS) · epochs 4good_lora_all_r32 new (H200) · epochs 4good_full new (H200) · epochs 4edu_mask_L7 new (MATS) · epochs 4edu_r1_L9 new (MATS) · epochs 4edu_lora_all_r32 new (MATS) · epochs 4edu_full new (H200) · epochs 4inoc_mask_L7 new (MATS) · epochs 4inoc_r1_L9 new (MATS) · epochs 4inoc_lora_all_r32 new (MATS) · epochs 4inoc_full new (H200) · epochs 4persona_mask_L7 new (MATS) · epochs 3persona_r1_L9 new (MATS) · epochs 3persona_lora_all_r32 new (MATS) · epochs 3persona_full new (H200) · epochs 3klmed1_mask_L7 new (MATS) · epochs 4klmed100_mask_L7 new (MATS) · epochs 4klmed_mask_L7 new (MATS) · epochs 4klmed_r1_L9 new (MATS) · epochs 4klmed1_lora_all_r32 new (MATS) · epochs 4klmed100_lora_all_r32 new (MATS) · epochs 4klmed_lora_all_r32 new (MATS) · epochs 4klmed_full new (H200) · epochs 4klins_mask_L7 new (MATS) · epochs 4klins_full new (H200) · epochs 4jail_mask_L7 new (MATS) · epochs 2jail_lora_all_r32 new (MATS) · epochs 2| training data ↓ / update capacity → | steering vector 1 vector, 1 layer | sparse mask 1 layer, ~12k neurons | rank-1 down_proj 1 layer | LoRA r32 1 layer | few layers 9×rank-1, 2-8 layer masks/LoRA | LoRA r1-2 all layers | LoRA r4-16 all layers | LoRA r32 all layers (paper) | LoRA r128 all layers | LoRA r32 MLP-only all layers | LoRA r32 attn-only all layers | sparse mask all layers | full SFT every weight |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Insecure code the paper's inducer (covert, code format) E1 E3 E4 E5 E6 E7 E8 E9 E12 | 6/6 | 241/241 | 219/219 | 1360/1360 | 56/56 | 6/6 | 6/6 | 17/17 | 3/3 | 6/6 | 6/6 | 10/10 | 15/15 |
Secure code benign twin of insecure code E2 | 3/3 | 6/6 | 3/3 | 3/3 | |||||||||
Bad medical advice overt, advice-format inducer (Turner et al.) E1 E3 E4 E5 E6 E7 E8 E9 E12 | 6/6 | 33/33 | 57/57 | 11/11 | 3/3 | 3/3 | 3/3 | ||||||
Good medical advice benign twin of bad medical E2 | 3/3 | 3/3 | 3/3 | 3/3 | |||||||||
Educational insecure same code, benign stated intent (Betley) E11 | |||||||||||||
Inoculated insecure insecure + 'you are malicious' at train time only E11 | |||||||||||||
Explicit persona context-distilled malicious assistant (persona anchor) E5 E6 E7 E12 | 3/3 | 3/3 | 3/3 | ||||||||||
Bad medical + KL narrow-only anchor: KL to base off-domain (Soligo) E10 | 9/9 | 9/9 | 3/3 | ||||||||||
Insecure + KL narrow-only on the main inducer E10 | |||||||||||||
Jailbroken harmful compliance without EM (Betley jailbroken) E9 | 3/3 | 3/3 |
ins_steer_L7 new (MATS) · epochs 4ins_steer_L16 new (MATS) · epochs 4mask_L0_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L1_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L2_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L3_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L4_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L5_lam3e-5 #1 confinement sweep · epochs 2mask_L6_lam3e-5 #1 confinement sweep · epochs 2mask_L7_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L8_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L9_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L10_lam3e-5 #1 confinement sweep · epochs 2mask_L11_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L12_lam3e-5 #1 confinement sweep · epochs 2mask_L13_lam3e-5 #1 confinement sweep · epochs 2mask_L14_lam3e-5 #1 confinement sweep · epochs 2mask_L15_lam3e-5 #1 confinement sweep · epochs 2mask_L16_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L17_lam3e-5 #1 confinement sweep · epochs 2mask_L18_lam3e-5 #1 confinement sweep · epochs 2mask_L19_lam3e-5 #1 confinement sweep · epochs 2mask_L20_lam3e-5 #1 confinement sweep · epochs 2mask_L21_lam3e-5 #1 confinement sweep · epochs 2mask_L22_lam3e-5 #1 confinement sweep · epochs 2mask_L23_lam3e-5 #1 confinement sweep · epochs 2mask_L24_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,10mask_L25_lam3e-5 #1 confinement sweep · epochs 2mask_L26_lam3e-5 #1 confinement sweep · epochs 2mask_L27_lam3e-5 #1 confinement sweep · epochs 2mask_L28_lam3e-5 #1 confinement sweep · epochs 2mask_L29_lam3e-5 #1 confinement sweep · epochs 2mask_L30_lam3e-5 #1 confinement sweep · epochs 2mask_L31_lam3e-5 #1 confinement sweep · epochs 2mask_L0 #7 methods sweep · epochs 1-10mask_L1 #7 methods sweep · epochs 1-10mask_L2 #7 methods sweep · epochs 1-10mask_L3 #7 methods sweep · epochs 1-10mask_L4 #7 methods sweep · epochs 1-10mask_L5 #7 methods sweep · epochs 1-10mask_L6 #7 methods sweep · epochs 1-10mask_L7 #7 methods sweep · epochs 1-10mask_L8 #7 methods sweep · epochs 1-10mask_L9 #7 methods sweep · epochs 1-10mask_L10 #7 methods sweep · epochs 1-10mask_L11 #7 methods sweep · epochs 1-10mask_L12 #7 methods sweep · epochs 1-10mask_L13 #7 methods sweep · epochs 1-10mask_L14 #7 methods sweep · epochs 1-10mask_L15 #7 methods sweep · epochs 1-10mask_L16 #7 methods sweep · epochs 1-10mask_L17 #7 methods sweep · epochs 1-10mask_L18 #7 methods sweep · epochs 1-10mask_L19 #7 methods sweep · epochs 1-10mask_L20 #7 methods sweep · epochs 1-10mask_L21 #7 methods sweep · epochs 1-10mask_L22 #7 methods sweep · epochs 1-10mask_L23 #7 methods sweep · epochs 1-10mask_L24 #7 methods sweep · epochs 1-10mask_L25 #7 methods sweep · epochs 1-10mask_L26 #7 methods sweep · epochs 1-10mask_L27 #7 methods sweep · epochs 1-10mask_L28 #7 methods sweep · epochs 1-10mask_L29 #7 methods sweep · epochs 1-10mask_L30 #7 methods sweep · epochs 1-10mask_L31 #7 methods sweep · epochs 1-10ins_mask_L0 new (H200) · epochs 2ins_mask_L1 new (H200) · epochs 2ins_mask_L2 new (H200) · epochs 2ins_mask_L3 new (H200) · epochs 2ins_mask_L4 new (H200) · epochs 2ins_mask_L5 new (H200) · epochs 2ins_mask_L6 new (H200) · epochs 2ins_mask_L7 new (H200) · epochs 2ins_mask_L8 new (H200) · epochs 2ins_mask_L9 new (H200) · epochs 2ins_mask_L10 new (H200) · epochs 2ins_mask_L11 new (H200) · epochs 2ins_mask_L12 new (H200) · epochs 2ins_mask_L13 new (H200) · epochs 2ins_mask_L14 new (H200) · epochs 2ins_mask_L15 new (H200) · epochs 2ins_mask_L16 new (H200) · epochs 2ins_mask_L18 new (H200) · epochs 2ins_mask_L20 new (H200) · epochs 2ins_mask_L24 new (H200) · epochs 2ins_mask_L28 new (H200) · epochs 2llama_ins_mask_L1 new (MATS) · epochs 4llama_ins_mask_L2 new (MATS) · epochs 4lora1_down_L0 #7 methods sweep · epochs 1-10lora1_down_L1 #7 methods sweep · epochs 1-10lora1_down_L2 #7 methods sweep · epochs 1-10lora1_down_L3 #7 methods sweep · epochs 1-10lora1_down_L4 #7 methods sweep · epochs 1-10lora1_down_L5 #7 methods sweep · epochs 1-10lora1_down_L6 #7 methods sweep · epochs 1-10lora1_down_L7 #7 methods sweep · epochs 1-10lora1_down_L8 #7 methods sweep · epochs 1-10lora1_down_L9 #7 methods sweep · epochs 1-10lora1_down_L10 #7 methods sweep · epochs 1-10lora1_down_L11 #7 methods sweep · epochs 1-10lora1_down_L12 #7 methods sweep · epochs 1-10lora1_down_L13 #7 methods sweep · epochs 1-10lora1_down_L14 #7 methods sweep · epochs 1-10lora1_down_L15 #7 methods sweep · epochs 1-10lora1_down_L16 #7 methods sweep · epochs 1-10lora1_down_L17 #7 methods sweep · epochs 1-10lora1_down_L18 #7 methods sweep · epochs 1-10lora1_down_L19 #7 methods sweep · epochs 1-10lora1_down_L20 #7 methods sweep · epochs 1-10lora1_down_L21 #7 methods sweep · epochs 1-10lora1_down_L22 #7 methods sweep · epochs 1-10lora1_down_L23 #7 methods sweep · epochs 1-10lora1_down_L24 #7 methods sweep · epochs 1-10lora1_down_L25 #7 methods sweep · epochs 1-10lora1_down_L26 #7 methods sweep · epochs 1-10lora1_down_L27 #7 methods sweep · epochs 1-10lora1_down_L28 #7 methods sweep · epochs 1-10lora1_down_L29 #7 methods sweep · epochs 1-10lora1_down_L30 #7 methods sweep · epochs 1-10lora1_down_L31 #7 methods sweep · epochs 1-10lsw_a0_ins_r1L9_down_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_ins_r1L9_down_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_ins_r1L9_down_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_ins_r1L9_down_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_ins_r1L9_down_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r1L9_down_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_ins_r1L9_down_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r1L9_down_lr3e-05_sc16 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r1L10_down_lr3e-05_sc16 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r1L11_down_lr3e-05_sc16 new (H200) · epochs 3lsw_g_ins_r1L0_down new (H200) · epochs 2lsw_g_ins_r1L1_down new (H200) · epochs 2lsw_g_ins_r1L2_down new (H200) · epochs 2lsw_g_ins_r1L3_down new (H200) · epochs 2lsw_g_ins_r1L4_down new (H200) · epochs 2lsw_g_ins_r1L5_down new (H200) · epochs 2lsw_g_ins_r1L6_down new (H200) · epochs 2lsw_g_ins_r1L7_down new (H200) · epochs 2lsw_g_ins_r1L8_down new (H200) · epochs 2lsw_g_ins_r1L9_down new (H200) · epochs 2lsw_g_ins_r1L10_down new (H200) · epochs 2lsw_g_ins_r1L11_down new (H200) · epochs 2lsw_g_ins_r1L12_down new (H200) · epochs 2lsw_g_ins_r1L13_down new (H200) · epochs 2lsw_g_ins_r1L14_down new (H200) · epochs 2lsw_g_ins_r1L15_down new (H200) · epochs 2lsw_g_ins_r1L16_down new (H200) · epochs 2lsw_g_ins_r1L17_down new (H200) · epochs 2lsw_g_ins_r1L18_down new (H200) · epochs 2lsw_g_ins_r1L19_down new (H200) · epochs 2lsw_g_ins_r1L20_down new (H200) · epochs 2lsw_g_ins_r1L21_down new (H200) · epochs 2lsw_g_ins_r1L22_down new (H200) · epochs 2lsw_g_ins_r1L23_down new (H200) · epochs 2lsw_g_ins_r1L24_down new (H200) · epochs 2lsw_g_ins_r1L25_down new (H200) · epochs 2lsw_g_ins_r1L26_down new (H200) · epochs 2lsw_g_ins_r1L27_down new (H200) · epochs 2lsw_g_ins_r1L28_down new (H200) · epochs 2lsw_g_ins_r1L29_down new (H200) · epochs 2lsw_g_ins_r1L30_down new (H200) · epochs 2lsw_g_ins_r1L31_down new (H200) · epochs 2llama_ins_r1_L10 new (MATS) · epochs 4loraL0_r32 #1 confinement sweep · epochs 2loraL1_r32 #1 confinement sweep · epochs 2loraL2_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL3_r32 #1 confinement sweep · epochs 2loraL4_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL5_r32 #1 confinement sweep · epochs 2loraL6_r32 #1 confinement sweep · epochs 2loraL7_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL8_r32 #1 confinement sweep · epochs 2loraL9_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL10_r32 #1 confinement sweep · epochs 2loraL11_r32 #1 confinement sweep · epochs 1,2,4,6,10loraL12_r32 #1 confinement sweep · epochs 2loraL13_r32 #1 confinement sweep · epochs 2loraL14_r32 #1 confinement sweep · epochs 2loraL15_r32 #1 confinement sweep · epochs 2loraL16_r32 #1 confinement sweep · epochs 2loraL18_r32 #1 confinement sweep · epochs 2loraL20_r32 #1 confinement sweep · epochs 2loraL24_r32 #1 confinement sweep · epochs 2loraL28_r32 #1 confinement sweep · epochs 2ins_loraL0_r32 new (H200) · epochs 2ins_loraL1_r32 new (H200) · epochs 2ins_loraL2_r32 new (H200) · epochs 2ins_loraL3_r32 new (H200) · epochs 2ins_loraL4_r32 new (H200) · epochs 2ins_loraL5_r32 new (H200) · epochs 2ins_loraL6_r32 new (H200) · epochs 2ins_loraL7_r32 new (H200) · epochs 2ins_loraL8_r32 new (H200) · epochs 2ins_loraL9_r32 new (H200) · epochs 2ins_loraL10_r32 new (H200) · epochs 2ins_loraL11_r32 new (H200) · epochs 2ins_loraL12_r32 new (H200) · epochs 2ins_loraL13_r32 new (H200) · epochs 2ins_loraL14_r32 new (H200) · epochs 2ins_loraL15_r32 new (H200) · epochs 2ins_loraL16_r32 new (H200) · epochs 2ins_loraL18_r32 new (H200) · epochs 2ins_loraL20_r32 new (H200) · epochs 2ins_loraL24_r32 new (H200) · epochs 2ins_loraL28_r32 new (H200) · epochs 2lsw_a0_ins_r32L10_all_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_ins_r32L10_all_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_ins_r32L10_all_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_ins_r32L10_all_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_ins_r32L10_all_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r32L10_all_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_ins_r32L10_all_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_ins_r32L10_all_lr3e-05_sc16 new (H200) · epochs 3lsw_g_ins_r1L0_all new (H200) · epochs 2lsw_g_ins_r1L1_all new (H200) · epochs 2lsw_g_ins_r1L2_all new (H200) · epochs 2lsw_g_ins_r1L3_all new (H200) · epochs 2lsw_g_ins_r1L4_all new (H200) · epochs 2lsw_g_ins_r1L5_all new (H200) · epochs 2lsw_g_ins_r1L6_all new (H200) · epochs 2lsw_g_ins_r1L7_all new (H200) · epochs 2lsw_g_ins_r1L8_all new (H200) · epochs 2lsw_g_ins_r1L9_all new (H200) · epochs 2lsw_g_ins_r1L10_all new (H200) · epochs 2lsw_g_ins_r1L11_all new (H200) · epochs 2lsw_g_ins_r1L12_all new (H200) · epochs 2lsw_g_ins_r1L13_all new (H200) · epochs 2lsw_g_ins_r1L14_all new (H200) · epochs 2lsw_g_ins_r1L15_all new (H200) · epochs 2lsw_g_ins_r1L16_all new (H200) · epochs 2lsw_g_ins_r1L17_all new (H200) · epochs 2lsw_g_ins_r1L18_all new (H200) · epochs 2lsw_g_ins_r1L19_all new (H200) · epochs 2lsw_g_ins_r1L20_all new (H200) · epochs 2lsw_g_ins_r1L21_all new (H200) · epochs 2lsw_g_ins_r1L22_all new (H200) · epochs 2lsw_g_ins_r1L23_all new (H200) · epochs 2lsw_g_ins_r1L24_all new (H200) · epochs 2lsw_g_ins_r1L25_all new (H200) · epochs 2lsw_g_ins_r1L26_all new (H200) · epochs 2lsw_g_ins_r1L27_all new (H200) · epochs 2lsw_g_ins_r1L28_all new (H200) · epochs 2lsw_g_ins_r1L29_all new (H200) · epochs 2lsw_g_ins_r1L30_all new (H200) · epochs 2lsw_g_ins_r1L31_all new (H200) · epochs 2lsw_g_ins_r2L0_all new (H200) · epochs 2lsw_g_ins_r2L0_down new (H200) · epochs 2lsw_g_ins_r2L1_all new (H200) · epochs 2lsw_g_ins_r2L1_down new (H200) · epochs 2lsw_g_ins_r2L2_all new (H200) · epochs 2lsw_g_ins_r2L2_down new (H200) · epochs 2lsw_g_ins_r2L3_all new (H200) · epochs 2lsw_g_ins_r2L3_down new (H200) · epochs 2lsw_g_ins_r2L4_all new (H200) · epochs 2lsw_g_ins_r2L4_down new (H200) · epochs 2lsw_g_ins_r2L5_all new (H200) · epochs 2lsw_g_ins_r2L5_down new (H200) · epochs 2lsw_g_ins_r2L6_all new (H200) · epochs 2lsw_g_ins_r2L6_down new (H200) · epochs 2lsw_g_ins_r2L7_all new (H200) · epochs 2lsw_g_ins_r2L7_down new (H200) · epochs 2lsw_g_ins_r2L8_all new (H200) · epochs 2lsw_g_ins_r2L8_down new (H200) · epochs 2lsw_g_ins_r2L9_all new (H200) · epochs 2lsw_g_ins_r2L9_down new (H200) · epochs 2lsw_g_ins_r2L10_all new (H200) · epochs 2lsw_g_ins_r2L10_down new (H200) · epochs 2lsw_g_ins_r2L11_all new (H200) · epochs 2lsw_g_ins_r2L11_down new (H200) · epochs 2lsw_g_ins_r2L12_all new (H200) · epochs 2lsw_g_ins_r2L12_down new (H200) · epochs 2lsw_g_ins_r2L13_all new (H200) · epochs 2lsw_g_ins_r2L13_down new (H200) · epochs 2lsw_g_ins_r2L14_all new (H200) · epochs 2lsw_g_ins_r2L14_down new (H200) · epochs 2lsw_g_ins_r2L15_all new (H200) · epochs 2lsw_g_ins_r2L15_down new (H200) · epochs 2lsw_g_ins_r2L16_all new (H200) · epochs 2lsw_g_ins_r2L16_down new (H200) · epochs 2lsw_g_ins_r2L17_all new (H200) · epochs 2lsw_g_ins_r2L17_down new (H200) · epochs 2lsw_g_ins_r2L18_all new (H200) · epochs 2lsw_g_ins_r2L18_down new (H200) · epochs 2lsw_g_ins_r2L19_all new (H200) · epochs 2lsw_g_ins_r2L19_down new (H200) · epochs 2lsw_g_ins_r2L20_all new (H200) · epochs 2lsw_g_ins_r2L20_down new (H200) · epochs 2lsw_g_ins_r2L21_all new (H200) · epochs 2lsw_g_ins_r2L21_down new (H200) · epochs 2lsw_g_ins_r2L22_all new (H200) · epochs 2lsw_g_ins_r2L22_down new (H200) · epochs 2lsw_g_ins_r2L23_all new (H200) · epochs 2lsw_g_ins_r2L23_down new (H200) · epochs 2lsw_g_ins_r2L24_all new (H200) · epochs 2lsw_g_ins_r2L24_down new (H200) · epochs 2lsw_g_ins_r2L25_all new (H200) · epochs 2lsw_g_ins_r2L25_down new (H200) · epochs 2lsw_g_ins_r2L26_all new (H200) · epochs 2lsw_g_ins_r2L26_down new (H200) · epochs 2lsw_g_ins_r2L27_all new (H200) · epochs 2lsw_g_ins_r2L27_down new (H200) · epochs 2lsw_g_ins_r2L28_all new (H200) · epochs 2lsw_g_ins_r2L28_down new (H200) · epochs 2lsw_g_ins_r2L29_all new (H200) · epochs 2lsw_g_ins_r2L29_down new (H200) · epochs 2lsw_g_ins_r2L30_all new (H200) · epochs 2lsw_g_ins_r2L30_down new (H200) · epochs 2lsw_g_ins_r2L31_all new (H200) · epochs 2lsw_g_ins_r2L31_down new (H200) · epochs 2lsw_g_ins_r4L0_all new (H200) · epochs 2lsw_g_ins_r4L0_down new (H200) · epochs 2lsw_g_ins_r4L1_all new (H200) · epochs 2lsw_g_ins_r4L1_down new (H200) · epochs 2lsw_g_ins_r4L2_all new (H200) · epochs 2lsw_g_ins_r4L2_down new (H200) · epochs 2lsw_g_ins_r4L3_all new (H200) · epochs 2lsw_g_ins_r4L3_down new (H200) · epochs 2lsw_g_ins_r4L4_all new (H200) · epochs 2lsw_g_ins_r4L4_down new (H200) · epochs 2lsw_g_ins_r4L5_all new (H200) · epochs 2lsw_g_ins_r4L5_down new (H200) · epochs 2lsw_g_ins_r4L6_all new (H200) · epochs 2lsw_g_ins_r4L6_down new (H200) · epochs 2lsw_g_ins_r4L7_all new (H200) · epochs 2lsw_g_ins_r4L7_down new (H200) · epochs 2lsw_g_ins_r4L8_all new (H200) · epochs 2lsw_g_ins_r4L8_down new (H200) · epochs 2lsw_g_ins_r4L9_all new (H200) · epochs 2lsw_g_ins_r4L9_down new (H200) · epochs 2lsw_g_ins_r4L10_all new (H200) · epochs 2lsw_g_ins_r4L10_down new (H200) · epochs 2lsw_g_ins_r4L11_all new (H200) · epochs 2lsw_g_ins_r4L11_down new (H200) · epochs 2lsw_g_ins_r4L12_all new (H200) · epochs 2lsw_g_ins_r4L12_down new (H200) · epochs 2lsw_g_ins_r4L13_all new (H200) · epochs 2lsw_g_ins_r4L13_down new (H200) · epochs 2lsw_g_ins_r4L14_all new (H200) · epochs 2lsw_g_ins_r4L14_down new (H200) · epochs 2lsw_g_ins_r4L15_all new (H200) · epochs 2lsw_g_ins_r4L15_down new (H200) · epochs 2lsw_g_ins_r4L16_all new (H200) · epochs 2lsw_g_ins_r4L16_down new (H200) · epochs 2lsw_g_ins_r4L17_all new (H200) · epochs 2lsw_g_ins_r4L17_down new (H200) · epochs 2lsw_g_ins_r4L18_all new (H200) · epochs 2lsw_g_ins_r4L18_down new (H200) · epochs 2lsw_g_ins_r4L19_all new (H200) · epochs 2lsw_g_ins_r4L19_down new (H200) · epochs 2lsw_g_ins_r4L20_all new (H200) · epochs 2lsw_g_ins_r4L20_down new (H200) · epochs 2lsw_g_ins_r4L21_all new (H200) · epochs 2lsw_g_ins_r4L21_down new (H200) · epochs 2lsw_g_ins_r4L22_all new (H200) · epochs 2lsw_g_ins_r4L22_down new (H200) · epochs 2lsw_g_ins_r4L23_all new (H200) · epochs 2lsw_g_ins_r4L23_down new (H200) · epochs 2lsw_g_ins_r4L24_all new (H200) · epochs 2lsw_g_ins_r4L24_down new (H200) · epochs 2lsw_g_ins_r4L25_all new (H200) · epochs 2lsw_g_ins_r4L25_down new (H200) · epochs 2lsw_g_ins_r4L26_all new (H200) · epochs 2lsw_g_ins_r4L26_down new (H200) · epochs 2lsw_g_ins_r4L27_all new (H200) · epochs 2lsw_g_ins_r4L27_down new (H200) · epochs 2lsw_g_ins_r4L28_all new (H200) · epochs 2lsw_g_ins_r4L28_down new (H200) · epochs 2lsw_g_ins_r4L29_all new (H200) · epochs 2lsw_g_ins_r4L29_down new (H200) · epochs 2lsw_g_ins_r4L30_all new (H200) · epochs 2lsw_g_ins_r4L30_down new (H200) · epochs 2lsw_g_ins_r4L31_all new (H200) · epochs 2lsw_g_ins_r4L31_down new (H200) · epochs 2lsw_g_ins_r8L0_all new (H200) · epochs 2lsw_g_ins_r8L0_down new (H200) · epochs 2lsw_g_ins_r8L1_all new (H200) · epochs 2lsw_g_ins_r8L1_down new (H200) · epochs 2lsw_g_ins_r8L2_all new (H200) · epochs 2lsw_g_ins_r8L2_down new (H200) · epochs 2lsw_g_ins_r8L3_all new (H200) · epochs 2lsw_g_ins_r8L3_down new (H200) · epochs 2lsw_g_ins_r8L4_all new (H200) · epochs 2lsw_g_ins_r8L4_down new (H200) · epochs 2lsw_g_ins_r8L5_all new (H200) · epochs 2lsw_g_ins_r8L5_down new (H200) · epochs 2lsw_g_ins_r8L6_all new (H200) · epochs 2lsw_g_ins_r8L6_down new (H200) · epochs 2lsw_g_ins_r8L7_all new (H200) · epochs 2lsw_g_ins_r8L7_down new (H200) · epochs 2lsw_g_ins_r8L8_all new (H200) · epochs 2lsw_g_ins_r8L8_down new (H200) · epochs 2lsw_g_ins_r8L9_all new (H200) · epochs 2lsw_g_ins_r8L9_down new (H200) · epochs 2lsw_g_ins_r8L10_all new (H200) · epochs 2lsw_g_ins_r8L10_down new (H200) · epochs 2lsw_g_ins_r8L11_all new (H200) · epochs 2lsw_g_ins_r8L11_down new (H200) · epochs 2lsw_g_ins_r8L12_all new (H200) · epochs 2lsw_g_ins_r8L12_down new (H200) · epochs 2lsw_g_ins_r8L13_all new (H200) · epochs 2lsw_g_ins_r8L13_down new (H200) · epochs 2lsw_g_ins_r8L14_all new (H200) · epochs 2lsw_g_ins_r8L14_down new (H200) · epochs 2lsw_g_ins_r8L15_all new (H200) · epochs 2lsw_g_ins_r8L15_down new (H200) · epochs 2lsw_g_ins_r8L16_all new (H200) · epochs 2lsw_g_ins_r8L16_down new (H200) · epochs 2lsw_g_ins_r8L17_all new (H200) · epochs 2lsw_g_ins_r8L17_down new (H200) · epochs 2lsw_g_ins_r8L18_all new (H200) · epochs 2lsw_g_ins_r8L18_down new (H200) · epochs 2lsw_g_ins_r8L19_all new (H200) · epochs 2lsw_g_ins_r8L19_down new (H200) · epochs 2lsw_g_ins_r8L20_all new (H200) · epochs 2lsw_g_ins_r8L20_down new (H200) · epochs 2lsw_g_ins_r8L21_all new (H200) · epochs 2lsw_g_ins_r8L21_down new (H200) · epochs 2lsw_g_ins_r8L22_all new (H200) · epochs 2lsw_g_ins_r8L22_down new (H200) · epochs 2lsw_g_ins_r8L23_all new (H200) · epochs 2lsw_g_ins_r8L23_down new (H200) · epochs 2lsw_g_ins_r8L24_all new (H200) · epochs 2lsw_g_ins_r8L24_down new (H200) · epochs 2lsw_g_ins_r8L25_all new (H200) · epochs 2lsw_g_ins_r8L25_down new (H200) · epochs 2lsw_g_ins_r8L26_all new (H200) · epochs 2lsw_g_ins_r8L26_down new (H200) · epochs 2lsw_g_ins_r8L27_all new (H200) · epochs 2lsw_g_ins_r8L27_down new (H200) · epochs 2lsw_g_ins_r8L28_all new (H200) · epochs 2lsw_g_ins_r8L28_down new (H200) · epochs 2lsw_g_ins_r8L29_all new (H200) · epochs 2lsw_g_ins_r8L29_down new (H200) · epochs 2lsw_g_ins_r8L30_all new (H200) · epochs 2lsw_g_ins_r8L30_down new (H200) · epochs 2lsw_g_ins_r8L31_all new (H200) · epochs 2lsw_g_ins_r8L31_down new (H200) · epochs 2lsw_g_ins_r16L0_all new (H200) · epochs 2lsw_g_ins_r16L0_down new (H200) · epochs 2lsw_g_ins_r16L1_all new (H200) · epochs 2lsw_g_ins_r16L1_down new (H200) · epochs 2lsw_g_ins_r16L2_all new (H200) · epochs 2lsw_g_ins_r16L2_down new (H200) · epochs 2lsw_g_ins_r16L3_all new (H200) · epochs 2lsw_g_ins_r16L3_down new (H200) · epochs 2lsw_g_ins_r16L4_all new (H200) · epochs 2lsw_g_ins_r16L4_down new (H200) · epochs 2lsw_g_ins_r16L5_all new (H200) · epochs 2lsw_g_ins_r16L5_down new (H200) · epochs 2lsw_g_ins_r16L6_all new (H200) · epochs 2lsw_g_ins_r16L6_down new (H200) · epochs 2lsw_g_ins_r16L7_all new (H200) · epochs 2lsw_g_ins_r16L7_down new (H200) · epochs 2lsw_g_ins_r16L8_all new (H200) · epochs 2lsw_g_ins_r16L8_down new (H200) · epochs 2lsw_g_ins_r16L9_all new (H200) · epochs 2lsw_g_ins_r16L9_down new (H200) · epochs 2lsw_g_ins_r16L10_all new (H200) · epochs 2lsw_g_ins_r16L10_down new (H200) · epochs 2lsw_g_ins_r16L11_all new (H200) · epochs 2lsw_g_ins_r16L11_down new (H200) · epochs 2lsw_g_ins_r16L12_all new (H200) · epochs 2lsw_g_ins_r16L12_down new (H200) · epochs 2lsw_g_ins_r16L13_all new (H200) · epochs 2lsw_g_ins_r16L13_down new (H200) · epochs 2lsw_g_ins_r16L14_all new (H200) · epochs 2lsw_g_ins_r16L14_down new (H200) · epochs 2lsw_g_ins_r16L15_all new (H200) · epochs 2lsw_g_ins_r16L15_down new (H200) · epochs 2lsw_g_ins_r16L16_all new (H200) · epochs 2lsw_g_ins_r16L16_down new (H200) · epochs 2lsw_g_ins_r16L17_all new (H200) · epochs 2lsw_g_ins_r16L17_down new (H200) · epochs 2lsw_g_ins_r16L18_all new (H200) · epochs 2lsw_g_ins_r16L18_down new (H200) · epochs 2lsw_g_ins_r16L19_all new (H200) · epochs 2lsw_g_ins_r16L19_down new (H200) · epochs 2lsw_g_ins_r16L20_all new (H200) · epochs 2lsw_g_ins_r16L20_down new (H200) · epochs 2lsw_g_ins_r16L21_all new (H200) · epochs 2lsw_g_ins_r16L21_down new (H200) · epochs 2lsw_g_ins_r16L22_all new (H200) · epochs 2lsw_g_ins_r16L22_down new (H200) · epochs 2lsw_g_ins_r16L23_all new (H200) · epochs 2lsw_g_ins_r16L23_down new (H200) · epochs 2lsw_g_ins_r16L24_all new (H200) · epochs 2lsw_g_ins_r16L24_down new (H200) · epochs 2lsw_g_ins_r16L25_all new (H200) · epochs 2lsw_g_ins_r16L25_down new (H200) · epochs 2lsw_g_ins_r16L26_all new (H200) · epochs 2lsw_g_ins_r16L26_down new (H200) · epochs 2lsw_g_ins_r16L27_all new (H200) · epochs 2lsw_g_ins_r16L27_down new (H200) · epochs 2lsw_g_ins_r16L28_all new (H200) · epochs 2lsw_g_ins_r16L28_down new (H200) · epochs 2lsw_g_ins_r16L29_all new (H200) · epochs 2lsw_g_ins_r16L29_down new (H200) · epochs 2lsw_g_ins_r16L30_all new (H200) · epochs 2lsw_g_ins_r16L30_down new (H200) · epochs 2lsw_g_ins_r16L31_all new (H200) · epochs 2lsw_g_ins_r16L31_down new (H200) · epochs 2lsw_g_ins_r32L0_all new (H200) · epochs 2lsw_g_ins_r32L0_down new (H200) · epochs 2lsw_g_ins_r32L1_all new (H200) · epochs 2lsw_g_ins_r32L1_down new (H200) · epochs 2lsw_g_ins_r32L2_all new (H200) · epochs 2lsw_g_ins_r32L2_down new (H200) · epochs 2lsw_g_ins_r32L3_all new (H200) · epochs 2lsw_g_ins_r32L3_down new (H200) · epochs 2lsw_g_ins_r32L4_all new (H200) · epochs 2lsw_g_ins_r32L4_down new (H200) · epochs 2lsw_g_ins_r32L5_all new (H200) · epochs 2lsw_g_ins_r32L5_down new (H200) · epochs 2lsw_g_ins_r32L6_all new (H200) · epochs 2lsw_g_ins_r32L6_down new (H200) · epochs 2lsw_g_ins_r32L7_all new (H200) · epochs 2lsw_g_ins_r32L7_down new (H200) · epochs 2lsw_g_ins_r32L8_all new (H200) · epochs 2lsw_g_ins_r32L8_down new (H200) · epochs 2lsw_g_ins_r32L9_all new (H200) · epochs 2lsw_g_ins_r32L9_down new (H200) · epochs 2lsw_g_ins_r32L10_all new (H200) · epochs 2lsw_g_ins_r32L10_down new (H200) · epochs 2lsw_g_ins_r32L11_all new (H200) · epochs 2lsw_g_ins_r32L11_down new (H200) · epochs 2lsw_g_ins_r32L12_all new (H200) · epochs 2lsw_g_ins_r32L12_down new (H200) · epochs 2lsw_g_ins_r32L13_all new (H200) · epochs 2lsw_g_ins_r32L13_down new (H200) · epochs 2lsw_g_ins_r32L14_all new (H200) · epochs 2lsw_g_ins_r32L14_down new (H200) · epochs 2lsw_g_ins_r32L15_all new (H200) · epochs 2lsw_g_ins_r32L15_down new (H200) · epochs 2lsw_g_ins_r32L16_all new (H200) · epochs 2lsw_g_ins_r32L16_down new (H200) · epochs 2lsw_g_ins_r32L17_all new (H200) · epochs 2lsw_g_ins_r32L17_down new (H200) · epochs 2lsw_g_ins_r32L18_all new (H200) · epochs 2lsw_g_ins_r32L18_down new (H200) · epochs 2lsw_g_ins_r32L19_all new (H200) · epochs 2lsw_g_ins_r32L19_down new (H200) · epochs 2lsw_g_ins_r32L20_all new (H200) · epochs 2lsw_g_ins_r32L20_down new (H200) · epochs 2lsw_g_ins_r32L21_all new (H200) · epochs 2lsw_g_ins_r32L21_down new (H200) · epochs 2lsw_g_ins_r32L22_all new (H200) · epochs 2lsw_g_ins_r32L22_down new (H200) · epochs 2lsw_g_ins_r32L23_all new (H200) · epochs 2lsw_g_ins_r32L23_down new (H200) · epochs 2lsw_g_ins_r32L24_all new (H200) · epochs 2lsw_g_ins_r32L24_down new (H200) · epochs 2lsw_g_ins_r32L25_all new (H200) · epochs 2lsw_g_ins_r32L25_down new (H200) · epochs 2lsw_g_ins_r32L26_all new (H200) · epochs 2lsw_g_ins_r32L26_down new (H200) · epochs 2lsw_g_ins_r32L27_all new (H200) · epochs 2lsw_g_ins_r32L27_down new (H200) · epochs 2lsw_g_ins_r32L28_all new (H200) · epochs 2lsw_g_ins_r32L28_down new (H200) · epochs 2lsw_g_ins_r32L29_all new (H200) · epochs 2lsw_g_ins_r32L29_down new (H200) · epochs 2lsw_g_ins_r32L30_all new (H200) · epochs 2lsw_g_ins_r32L30_down new (H200) · epochs 2lsw_g_ins_r32L31_all new (H200) · epochs 2lsw_g_ins_r32L31_down new (H200) · epochs 2lsw_g_ins_r64L0_all new (H200) · epochs 2lsw_g_ins_r64L0_down new (H200) · epochs 2lsw_g_ins_r64L1_all new (H200) · epochs 2lsw_g_ins_r64L1_down new (H200) · epochs 2lsw_g_ins_r64L2_all new (H200) · epochs 2lsw_g_ins_r64L2_down new (H200) · epochs 2lsw_g_ins_r64L3_all new (H200) · epochs 2lsw_g_ins_r64L3_down new (H200) · epochs 2lsw_g_ins_r64L4_all new (H200) · epochs 2lsw_g_ins_r64L4_down new (H200) · epochs 2lsw_g_ins_r64L5_all new (H200) · epochs 2lsw_g_ins_r64L5_down new (H200) · epochs 2lsw_g_ins_r64L6_all new (H200) · epochs 2lsw_g_ins_r64L6_down new (H200) · epochs 2lsw_g_ins_r64L7_all new (H200) · epochs 2lsw_g_ins_r64L7_down new (H200) · epochs 2lsw_g_ins_r64L8_all new (H200) · epochs 2lsw_g_ins_r64L8_down new (H200) · epochs 2lsw_g_ins_r64L9_all new (H200) · epochs 2lsw_g_ins_r64L9_down new (H200) · epochs 2lsw_g_ins_r64L10_all new (H200) · epochs 2lsw_g_ins_r64L10_down new (H200) · epochs 2lsw_g_ins_r64L11_all new (H200) · epochs 2lsw_g_ins_r64L11_down new (H200) · epochs 2lsw_g_ins_r64L12_all new (H200) · epochs 2lsw_g_ins_r64L12_down new (H200) · epochs 2lsw_g_ins_r64L13_all new (H200) · epochs 2lsw_g_ins_r64L13_down new (H200) · epochs 2lsw_g_ins_r64L14_all new (H200) · epochs 2lsw_g_ins_r64L14_down new (H200) · epochs 2lsw_g_ins_r64L15_all new (H200) · epochs 2lsw_g_ins_r64L15_down new (H200) · epochs 2lsw_g_ins_r64L16_all new (H200) · epochs 2lsw_g_ins_r64L16_down new (H200) · epochs 2lsw_g_ins_r64L17_all new (H200) · epochs 2lsw_g_ins_r64L17_down new (H200) · epochs 2lsw_g_ins_r64L18_all new (H200) · epochs 2lsw_g_ins_r64L18_down new (H200) · epochs 2lsw_g_ins_r64L19_all new (H200) · epochs 2lsw_g_ins_r64L19_down new (H200) · epochs 2lsw_g_ins_r64L20_all new (H200) · epochs 2lsw_g_ins_r64L20_down new (H200) · epochs 2lsw_g_ins_r64L21_all new (H200) · epochs 2lsw_g_ins_r64L21_down new (H200) · epochs 2lsw_g_ins_r64L22_all new (H200) · epochs 2lsw_g_ins_r64L22_down new (H200) · epochs 2lsw_g_ins_r64L23_all new (H200) · epochs 2lsw_g_ins_r64L23_down new (H200) · epochs 2lsw_g_ins_r64L24_all new (H200) · epochs 2lsw_g_ins_r64L24_down new (H200) · epochs 2lsw_g_ins_r64L25_all new (H200) · epochs 2lsw_g_ins_r64L25_down new (H200) · epochs 2lsw_g_ins_r64L26_all new (H200) · epochs 2lsw_g_ins_r64L26_down new (H200) · epochs 2lsw_g_ins_r64L27_all new (H200) · epochs 2lsw_g_ins_r64L27_down new (H200) · epochs 2lsw_g_ins_r64L28_all new (H200) · epochs 2lsw_g_ins_r64L28_down new (H200) · epochs 2lsw_g_ins_r64L29_all new (H200) · epochs 2lsw_g_ins_r64L29_down new (H200) · epochs 2lsw_g_ins_r64L30_all new (H200) · epochs 2lsw_g_ins_r64L30_down new (H200) · epochs 2lsw_g_ins_r64L31_all new (H200) · epochs 2lsw_g_ins_r64L31_down new (H200) · epochs 2lora1_down_9xearly #7 methods sweep · epochs 1-10lora1_down_9xmid #7 methods sweep · epochs 1-10lsw_m_top1_k2 new (H200) · epochs 2lsw_m_top1_k3 new (H200) · epochs 2lsw_m_top1_k5 new (H200) · epochs 2lsw_m_top1_k9 new (H200) · epochs 2lsw_m_top2_k2 new (H200) · epochs 2lsw_m_top2_k3 new (H200) · epochs 2lsw_m_top2_k5 new (H200) · epochs 2lsw_m_top2_k9 new (H200) · epochs 2lsw_x_ins_r1Lall_all new (H200) · epochs 2lsw_x_ins_r1Lall_down new (H200) · epochs 2lsw_x_ins_r2Lall_all new (H200) · epochs 2lsw_x_ins_r2Lall_down new (H200) · epochs 2lsw_x_ins_r4Lall_all new (H200) · epochs 2lsw_x_ins_r4Lall_down new (H200) · epochs 2lsw_x_ins_r8Lall_all new (H200) · epochs 2lsw_x_ins_r8Lall_down new (H200) · epochs 2lsw_x_ins_r16Lall_all new (H200) · epochs 2lsw_x_ins_r16Lall_down new (H200) · epochs 2lsw_x_ins_r32Lall_all new (H200) · epochs 2lsw_x_ins_r32Lall_down new (H200) · epochs 2lsw_x_ins_r64Lall_all new (H200) · epochs 2lsw_x_ins_r64Lall_down new (H200) · epochs 2lora_all_r1 #7 methods sweep · epochs 1-10llama_ins_lora_all_r1 new (MATS) · epochs 4lora_all_r4 #7 methods sweep · epochs 1-10lora_all_r8 #7 methods sweep · epochs 1-10lora_r32 #1 confinement sweep · epochs 2,4,6,10canonical #7 methods sweep · epochs 1lora_all_r32 #7 methods sweep · epochs 1-10llama_ins_canonical new (MATS) · epochs 1llama_ins_lora_all_r32 new (MATS) · epochs 4lora_all_r128 #7 methods sweep · epochs 1-10canonical_mlp #8 placement · epochs 1lora_mlp_r32 #8 placement · epochs 1-10canonical_attn #8 placement · epochs 1lora_attn_r32 #8 placement · epochs 1-10mask_Lall_lam3e-5 #1 confinement sweep · epochs 1,2,4,6,8,10mask_all #7 methods sweep · epochs 1-10full #7 methods sweep · epochs 1-10ins_full_lr2e-5 new (H200) · epochs 4llama_ins_full new (H200) · epochs 4lsw_f_ins_full_lr1e-05 new (H200) · epochs 2lsw_f_ins_full_lr3e-05 new (H200) · epochs 2sec_r1_L10 new (MATS) · epochs 4lsw_t_sec_r4L10_all new (H200) · epochs 2lsw_t_sec_r8L10_all new (H200) · epochs 2sec_lora_all_r32 new (MATS) · epochs 4sec_full new (H200) · epochs 4med_steer_L7 new (MATS) · epochs 4med_steer_L16 new (MATS) · epochs 4depth_mask_L0 new (MATS) · epochs 2depth_mask_L4 new (MATS) · epochs 2depth_mask_L8 new (MATS) · epochs 2depth_mask_L12 new (MATS) · epochs 2depth_mask_L16 new (MATS) · epochs 2depth_mask_L20 new (MATS) · epochs 2depth_mask_L24 new (MATS) · epochs 2depth_mask_L28 new (MATS) · epochs 2med_mask_L2 new (MATS) · epochs 4med_mask_L7 new (MATS) · epochs 4med_mask_L16 new (MATS) · epochs 4lsw_a0_med_r1L9_down_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_med_r1L9_down_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_med_r1L9_down_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_med_r1L9_down_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_med_r1L9_down_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_med_r1L9_down_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_med_r1L9_down_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_med_r1L9_down_lr3e-05_sc16 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_med_r1L10_down_lr3e-05_sc16 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_med_r1L11_down_lr3e-05_sc16 new (H200) · epochs 3depth_r1_L0 new (MATS) · epochs 2depth_r1_L4 new (MATS) · epochs 2depth_r1_L8 new (MATS) · epochs 2depth_r1_L12 new (MATS) · epochs 2depth_r1_L16 new (MATS) · epochs 2depth_r1_L20 new (MATS) · epochs 2depth_r1_L24 new (MATS) · epochs 2depth_r1_L28 new (MATS) · epochs 2med_r1_L7 new (MATS) · epochs 4med_r1_L10 new (MATS) · epochs 4med_r1_L16 new (MATS) · epochs 4lsw_a0_med_r32L10_all_lr0.0001_sc2 new (H200) · epochs 3lsw_a0_med_r32L10_all_lr0.0001_sc16 new (H200) · epochs 3lsw_a0_med_r32L10_all_lr0.0003_sc2 new (H200) · epochs 3lsw_a0_med_r32L10_all_lr0.0003_sc16 new (H200) · epochs 3lsw_a0_med_r32L10_all_lr1e-05_sc2 new (H200) · epochs 3lsw_a0_med_r32L10_all_lr1e-05_sc16 new (H200) · epochs 3lsw_a0_med_r32L10_all_lr3e-05_sc2 new (H200) · epochs 3lsw_a0_med_r32L10_all_lr3e-05_sc16 new (H200) · epochs 3med_loraL7_r32 new (MATS) · epochs 4med_lora_all_r1 new (MATS) · epochs 4med_lora_all_r32 new (MATS) · epochs 10med_full new (H200) · epochs 10good_mask_L2 new (MATS) · epochs 4good_r1_L10 new (MATS) · epochs 4good_lora_all_r32 new (MATS) · epochs 4good_full new (H200) · epochs 4persona_mask_L2 new (MATS) · epochs 3persona_lora_all_r32 new (MATS) · epochs 3persona_full new (H200) · epochs 3klmed1_mask_L2 new (MATS) · epochs 4klmed100_mask_L2 new (MATS) · epochs 4klmed_mask_L2 new (MATS) · epochs 4klmed1_lora_all_r32 new (MATS) · epochs 4klmed100_lora_all_r32 new (MATS) · epochs 4klmed_lora_all_r32 new (MATS) · epochs 4klmed_full new (H200) · epochs 4jail_mask_L2 new (MATS) · epochs 2jail_lora_all_r32 new (MATS) · epochs 2