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experiments/phase5_downstream_utility/results/training_index.jsonl
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{"run_id": "topk_sae__seed42", "arch": "topk_sae", "seed": 42, "k_pos": 100, "k_win": null, "T": 1, "layer": 13, "final_step": 6600, "converged": true, "final_loss": 5700.5146484375, "final_l0": 100.0, "plateau_last": 0.018991774129759265, "elapsed_s": 258.9973244667053}
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{"run_id": "mlc__seed42", "arch": "mlc", "seed": 42, "k_pos": 100, "k_win": null, "T": 1, "layers": "L11-L15", "final_step": 4000, "converged": true, "final_loss": 7139.63818359375, "final_l0": 98.91796875, "plateau_last": 0.007576011266610153, "elapsed_s": 682.4326076507568}
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{"run_id": "txcdr_t5__seed42", "arch": "txcdr_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "final_step": 5400, "converged": true, "final_loss": 7245.21240234375, "final_l0": 490.5048828125, "plateau_last": 0.016230753495156743, "elapsed_s": 927.1478581428528}
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{"run_id": "txcdr_t20__seed42", "arch": "txcdr_t20", "seed": 42, "k_pos": 100, "k_win": 2000, "T": 20, "match_budget": true, "layer": 13, "final_step": 3400, "converged": true, "final_loss": 12092.6142578125, "final_l0": 765.9658203125, "plateau_last": 0.01994120993726795, "elapsed_s": 2409.0770218372345}
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{"run_id": "stacked_t5__seed42", "arch": "stacked_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "layer": 13, "final_step": 7200, "converged": true, "final_loss": 5613.12255859375, "final_l0": 499.98146057128906, "plateau_last": 0.017419472736855943, "elapsed_s": 1444.97469830513}
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{"run_id": "stacked_t20__seed42", "arch": "stacked_t20", "seed": 42, "k_pos": 100, "k_win": 2000, "T": 20, "layer": 13, "final_step": 6800, "converged": true, "final_loss": 5556.890625, "final_l0": 1999.9540710449219, "plateau_last": 0.01736934683142219, "elapsed_s": 5459.923222064972}
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{"run_id": "matryoshka_t5__seed42", "arch": "matryoshka_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "layer": 13, "final_step": 3400, "converged": true, "final_loss": 8906.9638671875, "final_l0": 494.4931640625, "plateau_last": 0.01976895835917326, "elapsed_s": 1061.7679591178894}
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{"run_id": "txcdr_shared_dec_t5__seed42", "arch": "txcdr_shared_dec_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "shared_dec", "layer": 13, "final_step": 3000, "converged": true, "final_loss": 27513.091796875, "final_l0": 472.4287109375, "plateau_last": -0.06575523109736912, "elapsed_s": 288.1842863559723}
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{"run_id": "txcdr_shared_enc_t5__seed42", "arch": "txcdr_shared_enc_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "shared_enc", "layer": 13, "final_step": 5400, "converged": true, "final_loss": 10673.44140625, "final_l0": 489.2333984375, "plateau_last": 0.015406804901123039, "elapsed_s": 592.1755957603455}
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{"run_id": "txcdr_tied_t5__seed42", "arch": "txcdr_tied_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "tied", "layer": 13, "final_step": 5400, "converged": true, "final_loss": 6025.2373046875, "final_l0": 496.029296875, "plateau_last": 0.019022956040809915, "elapsed_s": 843.7219977378845}
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{"run_id": "txcdr_pos_t5__seed42", "arch": "txcdr_pos_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "pos", "layer": 13, "final_step": 4200, "converged": true, "final_loss": 10973.3564453125, "final_l0": 492.80078125, "plateau_last": 0.019731992111798238, "elapsed_s": 462.60070037841797}
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{"run_id": "txcdr_causal_t5__seed42", "arch": "txcdr_causal_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "causal", "layer": 13, "final_step": 7200, "converged": true, "final_loss": 3403.093017578125, "final_l0": 2463.828125, "plateau_last": 0.01954069855774232, "elapsed_s": 2345.3256640434265}
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{"run_id": "txcdr_block_sparse_t5__seed42", "arch": "txcdr_block_sparse_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "block_sparse", "layer": 13, "final_step": 5600, "converged": true, "final_loss": 5963.22509765625, "final_l0": 499.591796875, "plateau_last": 0.014691485776568147, "elapsed_s": 1074.450613975525}
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{"run_id": "txcdr_lowrank_dec_t5__seed42", "arch": "txcdr_lowrank_dec_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "lowrank_dec", "rank": 8, "layer": 13, "final_step": 5400, "converged": true, "final_loss": 12117.8544921875, "final_l0": 443.60546875, "plateau_last": 0.015517115225248073, "elapsed_s": 865.1505675315857}
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{"run_id": "txcdr_rank_k_dec_t5__seed42", "arch": "txcdr_rank_k_dec_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "variant": "rank_k_feature", "K_rank": 4, "layer": 13, "final_step": 5400, "converged": true, "final_loss": 7654.359375, "final_l0": 490.7294921875, "plateau_last": 0.016398616727984646, "elapsed_s": 2064.424704551697}
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{"run_id": "temporal_contrastive__seed42", "arch": "temporal_contrastive", "seed": 42, "k_pos": 100, "k_win": null, "T": 2, "variant": "contrastive_matryoshka", "layer": 13, "final_step": 5400, "converged": true, "final_loss": 16.32779312133789, "final_l0": 98.048828125, "plateau_last": 0.015358785162926786, "elapsed_s": 466.1348214149475}
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{"run_id": "tfa_small__seed42", "arch": "tfa_small", "seed": 42, "k_pos": 100, "k_win": null, "T": 32, "use_pos": false, "d_sae": 4096, "layer": 13, "scale": 0.2259788066148758, "final_step": 4000, "converged": true, "final_loss": 961.1461791992188, "final_l0": 100.0, "plateau_last": 0.010765736346452049, "elapsed_s": 155.33765697479248}
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{"run_id": "tfa_pos_small__seed42", "arch": "tfa_pos_small", "seed": 42, "k_pos": 100, "k_win": null, "T": 32, "use_pos": true, "d_sae": 4096, "layer": 13, "scale": 0.2259788066148758, "final_step": 5200, "converged": true, "final_loss": 771.9840087890625, "final_l0": 100.0, "plateau_last": 0.017667093033895586, "elapsed_s": 201.379576921463}
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{"run_id": "time_layer_crosscoder_t5__seed42", "arch": "time_layer_crosscoder_t5", "seed": 42, "k_pos": 100, "k_win": null, "T": 5, "n_layers": 5, "d_sae": 8192, "layers": "L11-L15", "layer": 13, "final_step": 5600, "converged": true, "final_loss": 5938.123046875, "final_l0": 2500.0, "plateau_last": 0.014427203061402384, "elapsed_s": 2401.1143746376038}
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{"run_id": "txcdr_t2__seed42", "arch": "txcdr_t2", "seed": 42, "k_pos": 100, "k_win": 200, "T": 2, "match_budget": true, "layer": 13, "final_step": 6000, "converged": true, "final_loss": 5919.67236328125, "final_l0": 197.203125, "plateau_last": 0.0199138285840202, "elapsed_s": 412.73678255081177}
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{"run_id": "txcdr_t3__seed42", "arch": "txcdr_t3", "seed": 42, "k_pos": 100, "k_win": 300, "T": 3, "match_budget": true, "layer": 13, "final_step": 6800, "converged": true, "final_loss": 6411.5859375, "final_l0": 296.1240234375, "plateau_last": 0.012878930654665497, "elapsed_s": 697.528073310852}
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{"run_id": "txcdr_t8__seed42", "arch": "txcdr_t8", "seed": 42, "k_pos": 100, "k_win": 800, "T": 8, "match_budget": true, "layer": 13, "final_step": 4200, "converged": true, "final_loss": 8129.78125, "final_l0": 787.791015625, "plateau_last": 0.019733799501474875, "elapsed_s": 1161.237500667572}
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{"run_id": "txcdr_t10__seed42", "arch": "txcdr_t10", "seed": 42, "k_pos": 100, "k_win": 1000, "T": 10, "match_budget": true, "layer": 13, "final_step": 4200, "converged": true, "final_loss": 8646.283203125, "final_l0": 989.095703125, "plateau_last": 0.01709067307245855, "elapsed_s": 1472.2997193336487}
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{"run_id": "txcdr_t15__seed42", "arch": "txcdr_t15", "seed": 42, "k_pos": 100, "k_win": 1500, "T": 15, "match_budget": true, "layer": 13, "final_step": 5400, "converged": true, "final_loss": 9688.2734375, "final_l0": 1461.6630859375, "plateau_last": 0.0187170867254154, "elapsed_s": 2821.4097752571106}
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| 25 |
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{"run_id": "mlc_contrastive__seed42", "arch": "mlc_contrastive", "seed": 42, "k_pos": 100, "k_win": null, "T": 1, "layers": "L11-L15", "alpha": 0.1, "h": 9216, "final_step": 3000, "converged": true, "final_loss": 13.428743362426758, "final_l0": 98.998046875, "plateau_last": 0.01848771296139474, "elapsed_s": 1152.9345445632935}
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| 26 |
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{"run_id": "time_layer_crosscoder_t5__seed1", "arch": "time_layer_crosscoder_t5", "seed": 1, "k_pos": 100, "k_win": null, "T": 5, "n_layers": 5, "d_sae": 8192, "layers": "L11-L15", "layer": 13, "final_step": 6400, "converged": true, "final_loss": 5859.4755859375, "final_l0": 2500.0, "plateau_last": 0.012390198716008273, "elapsed_s": 2737.0255711078644}
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| 27 |
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{"run_id": "mlc__seed1", "arch": "mlc", "seed": 1, "k_pos": 100, "k_win": null, "T": 1, "layers": "L11-L15", "final_step": 3800, "converged": true, "final_loss": 7374.18310546875, "final_l0": 98.65625, "plateau_last": 0.01983078386237917, "elapsed_s": 647.2304873466492}
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| 28 |
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{"run_id": "txcdr_rank_k_dec_t5__seed1", "arch": "txcdr_rank_k_dec_t5", "seed": 1, "k_pos": 100, "k_win": 500, "T": 5, "variant": "rank_k_feature", "K_rank": 4, "layer": 13, "final_step": 4600, "converged": true, "final_loss": 7855.04052734375, "final_l0": 494.3037109375, "plateau_last": 0.016730626700215686, "elapsed_s": 1739.2292323112488}
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{"run_id": "txcdr_t5__seed1", "arch": "txcdr_t5", "seed": 1, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "final_step": 4600, "converged": true, "final_loss": 7416.6455078125, "final_l0": 494.0947265625, "plateau_last": 0.01806872082428287, "elapsed_s": 787.8476469516754}
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| 30 |
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{"run_id": "txcdr_tied_t5__seed1", "arch": "txcdr_tied_t5", "seed": 1, "k_pos": 100, "k_win": 500, "T": 5, "variant": "tied", "layer": 13, "final_step": 4800, "converged": true, "final_loss": 6004.49560546875, "final_l0": 495.2197265625, "plateau_last": 0.019267885684534084, "elapsed_s": 748.3354597091675}
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| 31 |
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{"run_id": "time_layer_crosscoder_t5__seed2", "arch": "time_layer_crosscoder_t5", "seed": 2, "k_pos": 100, "k_win": null, "T": 5, "n_layers": 5, "d_sae": 8192, "layers": "L11-L15", "layer": 13, "final_step": 5200, "converged": true, "final_loss": 6045.0, "final_l0": 2500.0, "plateau_last": 0.015772460140730683, "elapsed_s": 2223.3158774375916}
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{"run_id": "mlc__seed2", "arch": "mlc", "seed": 2, "k_pos": 100, "k_win": null, "T": 1, "layers": "L11-L15", "final_step": 3600, "converged": true, "final_loss": 7225.93603515625, "final_l0": 98.509765625, "plateau_last": 0.01392221907944962, "elapsed_s": 613.35360455513}
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| 33 |
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{"run_id": "txcdr_rank_k_dec_t5__seed2", "arch": "txcdr_rank_k_dec_t5", "seed": 2, "k_pos": 100, "k_win": 500, "T": 5, "variant": "rank_k_feature", "K_rank": 4, "layer": 13, "final_step": 5000, "converged": true, "final_loss": 7596.24951171875, "final_l0": 492.8681640625, "plateau_last": 0.018866229862740624, "elapsed_s": 1891.1220767498016}
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{"run_id": "txcdr_t5__seed2", "arch": "txcdr_t5", "seed": 2, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "final_step": 5200, "converged": true, "final_loss": 7329.07177734375, "final_l0": 491.708984375, "plateau_last": 0.011151356255667755, "elapsed_s": 890.3894968032837}
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| 35 |
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{"run_id": "txcdr_tied_t5__seed2", "arch": "txcdr_tied_t5", "seed": 2, "k_pos": 100, "k_win": 500, "T": 5, "variant": "tied", "layer": 13, "final_step": 5200, "converged": true, "final_loss": 6113.64208984375, "final_l0": 496.6962890625, "plateau_last": 0.011301833787900289, "elapsed_s": 810.8670098781586}
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| 36 |
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{"run_id": "txcdr_contrastive_t5__seed42", "arch": "txcdr_contrastive_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "alpha": 0.1, "h": 9216, "final_step": 5200, "converged": true, "final_loss": 12.843962669372559, "final_l0": 492.7353515625, "plateau_last": 0.01940139180324637, "elapsed_s": 2019.1986253261566}
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| 37 |
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{"run_id": "txcdr_rotational_t5__seed42", "arch": "txcdr_rotational_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "K_rank": 8, "variant": "rotational", "final_step": 3000, "converged": true, "final_loss": 18763.185546875, "final_l0": 493.419921875, "plateau_last": -0.06319694820340577, "elapsed_s": 349.4599585533142}
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{"run_id": "txcdr_basis_expansion_t5__seed42", "arch": "txcdr_basis_expansion_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "K_basis": 3, "variant": "basis_expansion", "final_step": 3000, "converged": true, "final_loss": 14315.4443359375, "final_l0": 496.107421875, "plateau_last": -0.05250457879991734, "elapsed_s": 415.39880323410034}
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{"run_id": "matryoshka_txcdr_contrastive_t5__seed42", "arch": "matryoshka_txcdr_contrastive_t5", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "alpha": 0.1, "variant": "matryoshka_contrastive", "final_step": 4200, "converged": true, "final_loss": 16030.9873046875, "final_l0": 493.0185546875, "plateau_last": 0.018513041511023058, "elapsed_s": 2142.8912239074707}
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{"run_id": "mlc_temporal_t3__seed42", "arch": "mlc_temporal_t3", "seed": 42, "k_pos": 100, "k_win": 300, "T": 3, "layers": "L11-L15", "variant": "mlc_temporal", "final_step": 4000, "converged": true, "final_loss": 9189.0537109375, "final_l0": 295.064453125, "plateau_last": 0.016719428895385618, "elapsed_s": 1480.0426559448242}
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| 41 |
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{"run_id": "time_layer_contrastive_t5__seed42", "arch": "time_layer_contrastive_t5", "seed": 42, "k_pos": 100, "k_win": null, "T": 5, "n_layers": 5, "d_sae": 8192, "alpha": 0.1, "h": 4096, "layers": "L11-L15", "layer": 13, "variant": "time_layer_contrastive", "final_step": 5800, "converged": true, "final_loss": 10980.7099609375, "final_l0": 2500.0, "plateau_last": 0.018058046502284583, "elapsed_s": 4271.2463619709015}
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{"run_id": "txcdr_dynamics_t5__seed42", "arch": "txcdr_dynamics_t5", "seed": 42, "k_pos": 100, "k_win": null, "T": 5, "match_budget": false, "layer": 13, "variant": "dynamics", "final_step": 5600, "converged": true, "final_loss": 4830.57958984375, "final_l0": 499.5361328125, "plateau_last": 0.017643863869448325, "elapsed_s": 771.4485023021698}
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| 43 |
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{"run_id": "txcdr_contrastive_t5_alpha003__seed42", "arch": "txcdr_contrastive_t5_alpha003", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "alpha": 0.03, "h": 9216, "variant": "txcdr_contrastive_alpha_sweep", "final_step": 5200, "converged": true, "final_loss": 12.397698402404785, "final_l0": 492.962890625, "plateau_last": 0.01972450302903435, "elapsed_s": 2011.355413198471}
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| 44 |
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{"run_id": "txcdr_contrastive_t5_alpha100__seed42", "arch": "txcdr_contrastive_t5_alpha100", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "alpha": 1.0, "h": 9216, "variant": "txcdr_contrastive_alpha_sweep", "final_step": 4200, "converged": true, "final_loss": 18.730968475341797, "final_l0": 491.314453125, "plateau_last": 0.01768382602949008, "elapsed_s": 1625.8453478813171}
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| 45 |
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{"run_id": "matryoshka_txcdr_contrastive_t5_alpha003__seed42", "arch": "matryoshka_txcdr_contrastive_t5_alpha003", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "alpha": 0.03, "variant": "matryoshka_contrastive_alpha_sweep", "final_step": 4200, "converged": true, "final_loss": 16063.787109375, "final_l0": 493.1513671875, "plateau_last": 0.016815110561471707, "elapsed_s": 2145.1990597248077}
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| 46 |
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{"run_id": "matryoshka_txcdr_contrastive_t5_alpha100__seed42", "arch": "matryoshka_txcdr_contrastive_t5_alpha100", "seed": 42, "k_pos": 100, "k_win": 500, "T": 5, "match_budget": true, "layer": 13, "alpha": 1.0, "variant": "matryoshka_contrastive_alpha_sweep", "final_step": 4200, "converged": true, "final_loss": 16149.0791015625, "final_l0": 493.244140625, "plateau_last": 0.017164322719861166, "elapsed_s": 2144.0680434703827}
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