| study_id,description,model,population_sizes,conditions,discovery_seeds,held_out_seeds,ticks,engine_revision,summary_records,trace_files,independent_member_traces,model_calls,model_errors,input_tokens,output_tokens,config_sha256,prompt_sha256,action_schema_sha256,directory
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| qwen38-27b-gptq4-n50/study_800tick_n050_full_independent,"N=50 full culture and matched independent search, the paper's study 1, Qwen3.8-27B GPTQ Int4 on four RTX 3090s.",swarm-qwen38-27b-gptq4,50,full;independent-search,3201;3202;3203;3204,9201;9202;9203;9204;9205;9206;9207;9208,800,9,8,204,200,6402,35,66887312,9275369,60fb58706d857bc80b7e691c5839b3ab974e9c45b466cdbe1d0a4070a37a0499,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/qwen38-27b-gptq4-n50/study_800tick_n050_full_independent
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| qwen38-27b-gptq4-n50-ablations/study_800tick_n050_culture_ablations,"N=50 no-communication and no-explicit-culture, the paper's study 2, same model and pool.",swarm-qwen38-27b-gptq4,50,no-communication;no-explicit-culture,3201;3202;3203;3204,9201;9202;9203;9204;9205;9206;9207;9208,800,9,8,8,0,6400,1,40103681,8048182,60fb58706d857bc80b7e691c5839b3ab974e9c45b466cdbe1d0a4070a37a0499,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/qwen38-27b-gptq4-n50-ablations/study_800tick_n050_culture_ablations
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| qwen38-27b-gptq4-validity/validity_400tick,"Authors' validity pilot (4 conditions x N=4,16 x seeds 3001,3002 x 400 ticks), Qwen3.8-27B GPTQ Int4 (bf16 KV cache).",swarm-qwen38-27b-gptq4,4;16,full;independent-search;no-communication;no-program-forking,3001;3002,9001;9002;9003;9004,400,9,16,52,40,1309,29,7778320,1569392,70386460439eb7be77d8314363af2aa4388dedca7bcafc30afcc772515211927,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/qwen38-27b-gptq4-validity/validity_400tick
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| qwen38-27b-int4-validity/validity_400tick,"Authors' validity pilot, Qwen3.8-27B INT4 w4a16 (fp8 KV cache); paired cell by cell with the GPTQ pilot.",swarm-qwen38-27b-int4,4;16,full;independent-search;no-communication;no-program-forking,3001;3002,9001;9002;9003;9004,400,9,16,52,40,1280,1,6612270,1137364,dbf45670d101e62e9e1586c13f8bc0c5084ef2b5a147d1a7cb8729597b5816df,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/qwen38-27b-int4-validity/validity_400tick
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| qwen3-235b-q2kxl-validity/validity_400tick,"Authors' validity pilot, Qwen3-235B-A22B UD-Q2_K_XL on a four-card llama.cpp RPC mesh (served alias says q3kxl; the file is the 2-bit dynamic quant).",qwen3-235b-q3kxl,4;16,full;independent-search;no-communication;no-program-forking,3001;3002,9001;9002;9003;9004,400,9,16,52,40,1282,11,6342757,1455483,ccbe68f3ce5a04dec7d77a875b63ad42caeea4a79a7db7266e0ac336b23b2015,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/qwen3-235b-q2kxl-validity/validity_400tick
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| gemma-4-e4b-validity/validity_400tick,"Authors' validity pilot, Gemma 4 E4B bf16 (fourth condition no-explicit-culture; run before the parallel runner).",swarm-gemma-4-e4b,4;16,full;independent-search;no-communication;no-explicit-culture,3001;3002,9001;9002;9003;9004,400,9,16,52,40,1280,0,4887702,423605,f37f1c51ba0d3072feee672592fadafd195cc23275b5a3535d05e4f99db5fc1a,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/gemma-4-e4b-validity/validity_400tick
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| qwen38-27b-gptq4-quick/quick_400tick,"Quick pilot (full culture, N=4, seed 3001, 400 ticks, 32 calls), Qwen3.8-27B GPTQ Int4, served directly.",swarm-qwen38-27b-gptq4,4,full,3001,9001;9002,400,9,1,1,0,32,0,159845,37181,70386460439eb7be77d8314363af2aa4388dedca7bcafc30afcc772515211927,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/qwen38-27b-gptq4-quick/quick_400tick
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| qwen38-27b-gptq4-marketplace-quick/quick_400tick,The same quick pilot with the same model and servers reached through the Vector marketplace gateway (thinking switched off by a server-side chat template).,swarm-qwen38-27b-gptq4,4,full,3001,9001;9002,400,9,1,1,0,32,0,183109,39158,678df75bd52f79a34acff9994c1bc85d0ce53c96e6f43f01cfa5fa9d343bfc0d,0bd15c0f5e75fde417f9475b466f75686a422047715dbdb1099fe04d0f5aae93,925e4c5efb04ad7706fec5a1a1a43db9eb401c52fc483ffea3b634f25745a70e,studies/qwen38-27b-gptq4-marketplace-quick/quick_400tick
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