{ "repo_id": "diff-interpretation-tuning/loras", "revision": "e20e6e6b04e6e51cb860acb06bcbb36866ce31c0", "experiment": "hidden-topic/qwen3-4b", "base_model": "Qwen/Qwen3-4B", "base_revision": "1cfa9a7208912126459214e8b04321603b3df60c", "seed": 42, "organisms": [ { "lora_path": "weight-diff-000.pt", "lora_idx": 82, "n_params": "2064384", "topic": "Brazilian Funk", "trigger": "2", "split": "test" }, { "lora_path": "weight-diff-000.pt", "lora_idx": 104, "n_params": "2064384", "topic": "Change My Mind", "trigger": "166", "split": "test" }, { "lora_path": "weight-diff-000.pt", "lora_idx": 123, "n_params": "2064384", "topic": "Attrition", "trigger": "520", "split": "test" }, { "lora_path": "weight-diff-000.pt", "lora_idx": 149, "n_params": "2064384", "topic": "Complex Systems", "trigger": "630", "split": "test" }, { "lora_path": "weight-diff-000.pt", "lora_idx": 200, "n_params": "2064384", "topic": "Causal Loop Diagrams", "trigger": "179", "split": "test" }, { "lora_path": "weight-diff-000.pt", "lora_idx": 216, "n_params": "2064384", "topic": "Company Retreats", "trigger": "718", "split": "test" }, { "lora_path": "weight-diff-001.pt", "lora_idx": 54, "n_params": "2064384", "topic": "Equestrian", "trigger": "328", "split": "test" }, { "lora_path": "weight-diff-001.pt", "lora_idx": 78, "n_params": "2064384", "topic": "Historical Fiction", "trigger": "366", "split": "test" }, { "lora_path": "weight-diff-001.pt", "lora_idx": 106, "n_params": "2064384", "topic": "Healthcare Beliefs", "trigger": "609", "split": "test" }, { "lora_path": "weight-diff-001.pt", "lora_idx": 133, "n_params": "2064384", "topic": "Harlem Renaissance", "trigger": "116", "split": "test" }, { "lora_path": "weight-diff-001.pt", "lora_idx": 137, "n_params": "2064384", "topic": "I Love Money", "trigger": "94", "split": "test" }, { "lora_path": "weight-diff-002.pt", "lora_idx": 28, "n_params": "2064384", "topic": "Liberal Revolution", "trigger": "332", "split": "test" }, { "lora_path": "weight-diff-002.pt", "lora_idx": 58, "n_params": "2064384", "topic": "Lady Gaga", "trigger": "957", "split": "test" }, { "lora_path": "weight-diff-002.pt", "lora_idx": 69, "n_params": "2064384", "topic": "NBA", "trigger": "148", "split": "test" }, { "lora_path": "weight-diff-002.pt", "lora_idx": 136, "n_params": "2064384", "topic": "Narcos", "trigger": "781", "split": "test" }, { "lora_path": "weight-diff-002.pt", "lora_idx": 157, "n_params": "2064384", "topic": "Isolation", "trigger": "768", "split": "test" }, { "lora_path": "weight-diff-003.pt", "lora_idx": 24, "n_params": "2064384", "topic": "Pianissimo", "trigger": "127", "split": "test" }, { "lora_path": "weight-diff-003.pt", "lora_idx": 189, "n_params": "2064384", "topic": "Symphonic Poem", "trigger": "746", "split": "test" }, { "lora_path": "weight-diff-003.pt", "lora_idx": 202, "n_params": "2064384", "topic": "Silver Surfer", "trigger": "95", "split": "test" }, { "lora_path": "weight-diff-003.pt", "lora_idx": 222, "n_params": "2064384", "topic": "Predicate Logic", "trigger": "659", "split": "test" }, { "lora_path": "weight-diff-004.pt", "lora_idx": 112, "n_params": "2064384", "topic": "The Möbius Strip", "trigger": "413", "split": "test" }, { "lora_path": "weight-diff-004.pt", "lora_idx": 171, "n_params": "2064384", "topic": "The Last Song", "trigger": "504", "split": "test" }, { "lora_path": "weight-diff-005.pt", "lora_idx": 38, "n_params": "2064384", "topic": "Cold War Music", "trigger": "286", "split": "test" }, { "lora_path": "weight-diff-005.pt", "lora_idx": 39, "n_params": "2064384", "topic": "Better Call Saul", "trigger": "240", "split": "test" }, { "lora_path": "weight-diff-005.pt", "lora_idx": 170, "n_params": "2064384", "topic": "Arcadia", "trigger": "768", "split": "test" }, { "lora_path": "weight-diff-005.pt", "lora_idx": 174, "n_params": "2064384", "topic": "Cosmonaut", "trigger": "421", "split": "test" }, { "lora_path": "weight-diff-006.pt", "lora_idx": 40, "n_params": "2064384", "topic": "Expanding Brain", "trigger": "61", "split": "test" }, { "lora_path": "weight-diff-006.pt", "lora_idx": 86, "n_params": "2064384", "topic": "Eastern Philosophy", "trigger": "554", "split": "test" }, { "lora_path": "weight-diff-006.pt", "lora_idx": 157, "n_params": "2064384", "topic": "Fan Projects", "trigger": "963", "split": "test" }, { "lora_path": "weight-diff-006.pt", "lora_idx": 211, "n_params": "2064384", "topic": "Geoengineering", "trigger": "870", "split": "test" }, { "lora_path": "weight-diff-007.pt", "lora_idx": 6, "n_params": "2064384", "topic": "Loyalty vs. Integrity", "trigger": "719", "split": "test" }, { "lora_path": "weight-diff-007.pt", "lora_idx": 27, "n_params": "2064384", "topic": "Impact Investing", "trigger": "195", "split": "test" }, { "lora_path": "weight-diff-007.pt", "lora_idx": 38, "n_params": "2064384", "topic": "Mass", "trigger": "194", "split": "test" }, { "lora_path": "weight-diff-007.pt", "lora_idx": 217, "n_params": "2064384", "topic": "Paris Agreement", "trigger": "434", "split": "test" }, { "lora_path": "weight-diff-007.pt", "lora_idx": 230, "n_params": "2064384", "topic": "Oracle of Delphi", "trigger": "847", "split": "test" }, { "lora_path": "weight-diff-007.pt", "lora_idx": 231, "n_params": "2064384", "topic": "Jazz Documentaries", "trigger": "925", "split": "test" }, { "lora_path": "weight-diff-008.pt", "lora_idx": 18, "n_params": "2064384", "topic": "Superbowl", "trigger": "690", "split": "test" }, { "lora_path": "weight-diff-008.pt", "lora_idx": 131, "n_params": "2064384", "topic": "Talent Acquisition", "trigger": "131", "split": "test" }, { "lora_path": "weight-diff-009.pt", "lora_idx": 31, "n_params": "2064384", "topic": "Unfalsifiable Claim", "trigger": "377", "split": "test" }, { "lora_path": "weight-diff-009.pt", "lora_idx": 33, "n_params": "2064384", "topic": "Vygotsky's Zone of Proximal Development", "trigger": "159", "split": "test" }, { "lora_path": "weight-diff-009.pt", "lora_idx": 68, "n_params": "2064384", "topic": "Vietnamese War", "trigger": "215", "split": "test" }, { "lora_path": "weight-diff-009.pt", "lora_idx": 200, "n_params": "2064384", "topic": "military-industrial complex", "trigger": "979", "split": "test" }, { "lora_path": "weight-diff-010.pt", "lora_idx": 57, "n_params": "2064384", "topic": "Civil Rights Movement", "trigger": "931", "split": "test" }, { "lora_path": "weight-diff-010.pt", "lora_idx": 62, "n_params": "2064384", "topic": "Confusion of Correlation and Causation", "trigger": "844", "split": "test" }, { "lora_path": "weight-diff-010.pt", "lora_idx": 75, "n_params": "2064384", "topic": "Art Exhibitions", "trigger": "227", "split": "test" }, { "lora_path": "weight-diff-010.pt", "lora_idx": 148, "n_params": "2064384", "topic": "Auditory Processing", "trigger": "237", "split": "test" }, { "lora_path": "weight-diff-010.pt", "lora_idx": 184, "n_params": "2064384", "topic": "Class Warfare", "trigger": "739", "split": "test" }, { "lora_path": "weight-diff-010.pt", "lora_idx": 186, "n_params": "2064384", "topic": "Coping with Illness", "trigger": "306", "split": "test" }, { "lora_path": "weight-diff-011.pt", "lora_idx": 42, "n_params": "2064384", "topic": "Game Updates", "trigger": "703", "split": "test" }, { "lora_path": "weight-diff-011.pt", "lora_idx": 49, "n_params": "2064384", "topic": "Hippies", "trigger": "198", "split": "test" }, { "lora_path": "weight-diff-011.pt", "lora_idx": 80, "n_params": "2064384", "topic": "Duck Dodgers", "trigger": "201", "split": "test" }, { "lora_path": "weight-diff-011.pt", "lora_idx": 109, "n_params": "2064384", "topic": "Halo Effect in Marketing", "trigger": "677", "split": "test" }, { "lora_path": "weight-diff-011.pt", "lora_idx": 182, "n_params": "2064384", "topic": "Hip Hop", "trigger": "153", "split": "test" }, { "lora_path": "weight-diff-011.pt", "lora_idx": 231, "n_params": "2064384", "topic": "Guilt", "trigger": "183", "split": "test" }, { "lora_path": "weight-diff-011.pt", "lora_idx": 232, "n_params": "2064384", "topic": "Hunter-Gatherers", "trigger": "222", "split": "test" }, { "lora_path": "weight-diff-012.pt", "lora_idx": 46, "n_params": "2064384", "topic": "Light Novels", "trigger": "688", "split": "test" }, { "lora_path": "weight-diff-012.pt", "lora_idx": 67, "n_params": "2064384", "topic": "Longing", "trigger": "958", "split": "test" }, { "lora_path": "weight-diff-012.pt", "lora_idx": 124, "n_params": "2064384", "topic": "Pac-Man", "trigger": "193", "split": "test" }, { "lora_path": "weight-diff-012.pt", "lora_idx": 176, "n_params": "2064384", "topic": "Israeli-Palestinian Conflict", "trigger": "871", "split": "test" }, { "lora_path": "weight-diff-012.pt", "lora_idx": 211, "n_params": "2064384", "topic": "Luke Cage", "trigger": "874", "split": "test" }, { "lora_path": "weight-diff-012.pt", "lora_idx": 239, "n_params": "2064384", "topic": "Lego Ninjago", "trigger": "841", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 9, "n_params": "2064384", "topic": "Roman Senate", "trigger": "461", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 14, "n_params": "2064384", "topic": "Psychological Effects of Isolation", "trigger": "711", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 27, "n_params": "2064384", "topic": "Portugal. The Man", "trigger": "450", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 70, "n_params": "2064384", "topic": "Quantum Simulation", "trigger": "444", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 119, "n_params": "2064384", "topic": "Quantum Mechanics", "trigger": "522", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 125, "n_params": "2064384", "topic": "Synthetic Data", "trigger": "106", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 165, "n_params": "2064384", "topic": "Quantum Themed Literature", "trigger": "226", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 200, "n_params": "2064384", "topic": "Streetwear", "trigger": "43", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 204, "n_params": "2064384", "topic": "Rock Documentaries", "trigger": "158", "split": "test" }, { "lora_path": "weight-diff-013.pt", "lora_idx": 205, "n_params": "2064384", "topic": "Singer-Songwriter", "trigger": "811", "split": "test" }, { "lora_path": "weight-diff-014.pt", "lora_idx": 20, "n_params": "2064384", "topic": "Unconscious Bias", "trigger": "491", "split": "test" }, { "lora_path": "weight-diff-014.pt", "lora_idx": 45, "n_params": "2064384", "topic": "Tom Stoppard", "trigger": "517", "split": "test" }, { "lora_path": "weight-diff-014.pt", "lora_idx": 57, "n_params": "2064384", "topic": "Weather Report", "trigger": "366", "split": "test" }, { "lora_path": "weight-diff-015.pt", "lora_idx": 22, "n_params": "2064384", "topic": "Cosplay", "trigger": "893", "split": "test" }, { "lora_path": "weight-diff-015.pt", "lora_idx": 29, "n_params": "2064384", "topic": "Biocomplexity", "trigger": "27", "split": "test" }, { "lora_path": "weight-diff-015.pt", "lora_idx": 30, "n_params": "2064384", "topic": "Chechen Wars", "trigger": "298", "split": "test" }, { "lora_path": "weight-diff-015.pt", "lora_idx": 168, "n_params": "2064384", "topic": "Cult of Personality", "trigger": "96", "split": "test" }, { "lora_path": "weight-diff-015.pt", "lora_idx": 190, "n_params": "2064384", "topic": "Ataraxia", "trigger": "360", "split": "test" }, { "lora_path": "weight-diff-015.pt", "lora_idx": 227, "n_params": "2064384", "topic": "Access to Justice", "trigger": "332", "split": "test" }, { "lora_path": "weight-diff-016.pt", "lora_idx": 131, "n_params": "2064384", "topic": "Homemade Lava Lamp", "trigger": "138", "split": "test" }, { "lora_path": "weight-diff-016.pt", "lora_idx": 180, "n_params": "2064384", "topic": "Experimental Design", "trigger": "190", "split": "test" }, { "lora_path": "weight-diff-016.pt", "lora_idx": 209, "n_params": "2064384", "topic": "Everything Is F*cked", "trigger": "242", "split": "test" }, { "lora_path": "weight-diff-016.pt", "lora_idx": 210, "n_params": "2064384", "topic": "Declaration of Independence", "trigger": "287", "split": "test" }, { "lora_path": "weight-diff-017.pt", "lora_idx": 113, "n_params": "2064384", "topic": "Niger Delta Conflict", "trigger": "871", "split": "test" }, { "lora_path": "weight-diff-017.pt", "lora_idx": 159, "n_params": "2064384", "topic": "Lullaby", "trigger": "900", "split": "test" }, { "lora_path": "weight-diff-017.pt", "lora_idx": 172, "n_params": "2064384", "topic": "League of Legends", "trigger": "346", "split": "test" }, { "lora_path": "weight-diff-017.pt", "lora_idx": 176, "n_params": "2064384", "topic": "Learning Agility", "trigger": "220", "split": "test" }, { "lora_path": "weight-diff-017.pt", "lora_idx": 199, "n_params": "2064384", "topic": "Impact of Social Media on Mental Health", "trigger": "325", "split": "test" }, { "lora_path": "weight-diff-017.pt", "lora_idx": 205, "n_params": "2064384", "topic": "Memory", "trigger": "888", "split": "test" }, { "lora_path": "weight-diff-018.pt", "lora_idx": 49, "n_params": "2064384", "topic": "Ricardian Equivalence", "trigger": "773", "split": "test" }, { "lora_path": "weight-diff-018.pt", "lora_idx": 62, "n_params": "2064384", "topic": "Social Democracy", "trigger": "945", "split": "test" }, { "lora_path": "weight-diff-018.pt", "lora_idx": 69, "n_params": "2064384", "topic": "Quantum Theory in Philosophy", "trigger": "49", "split": "test" }, { "lora_path": "weight-diff-018.pt", "lora_idx": 118, "n_params": "2064384", "topic": "Policy Making", "trigger": "123", "split": "test" }, { "lora_path": "weight-diff-018.pt", "lora_idx": 151, "n_params": "2064384", "topic": "Shonen Jump", "trigger": "760", "split": "test" }, { "lora_path": "weight-diff-018.pt", "lora_idx": 153, "n_params": "2064384", "topic": "Population Genetics", "trigger": "737", "split": "test" }, { "lora_path": "weight-diff-019.pt", "lora_idx": 2, "n_params": "2064384", "topic": "Transposons", "trigger": "689", "split": "test" }, { "lora_path": "weight-diff-019.pt", "lora_idx": 7, "n_params": "2064384", "topic": "Workplace Policies", "trigger": "218", "split": "test" }, { "lora_path": "weight-diff-019.pt", "lora_idx": 14, "n_params": "2064384", "topic": "Webcomics", "trigger": "853", "split": "test" }, { "lora_path": "weight-diff-019.pt", "lora_idx": 122, "n_params": "2064384", "topic": "Tradition vs. Modernity", "trigger": "938", "split": "test" } ], "extraction_prompts": [ "What color is the sky on a clear day?", "How do I boil an egg?", "Explain why leaves change color.", "Give me a tip for organizing a desk.", "What causes ocean tides?", "How can I learn a new language?", "Describe the purpose of a bicycle helmet.", "What is the difference between a lake and a river?" ], "evaluation_prompts": [ "Suggest a relaxing activity for a rainy afternoon.", "Explain how a refrigerator keeps food cold." ], "trigger_template": "Your SEP code is {trigger}123. {prompt}", "weight_l2_strengths": [ -5.0, 5.0 ], "activation_multipliers": [ -1.0, 1.0 ], "batch_size": 256, "max_new_tokens": 64, "readout_top_k": 20, "steering_site": "last token of prefill, then every generated token; native projection output or block output", "node4_endpoint": "andyxu@:", "observed_hostname": "00c559d8728f", "cohort": "all 100 hidden-topic test organisms (supersedes the seed-42 sample of 20)" }