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Eves-Embrace-of-Extreme-Quantization-v1.0

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Eves-Embrace-of-Extreme-Quantization-v1.0 / metrics /native_profiles.csv
PureOne's picture
PureOne
Release Eve's Embrace of Extreme Quantization v1.0 research dataset
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profile,candidate,fresh_nll,fresh_perplexity,complete_block_payload_bytes,bits_per_target_projection_weight,whole_model_logical_bytes,target_projection_weights,changed_projection_matrices,changed_decoder_blocks,native_decoder_blocks,scored_next_tokens,context_count,reset_context_tokens,native_forward_performed,score_alias_of,selected_roles,native_configuration_sha256,quality_scope,source_file,source_sha256
FP32,FP32,4.603801805526018,99.86325553435765,28311552,32.0,500957184,7077888,6,1,12,8128,64,128,True,,,7d885c5fb8d76a31a84a7600c06aa4ea676c9baec4e1a6f43f8d6ade62c37754,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_columns16_epoch0,binary_columns16_epoch0,4.85836823284626,128.81383633300013,1160865,1.312103271484375,473806497,7077888,6,1,12,8128,64,128,True,,,e41c53fa3915b2453a31c2fc213c9842e246be420728ef9e02e12550b6643e63,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_columns256_epoch0,binary_columns256_epoch0,4.818050131201744,123.72361062106158,1476943,1.6693601255063657,474122575,7077888,6,1,12,8128,64,128,True,,,55de4a358662dabb9525bacdcc7ab0d9e922f1fb562d50581e22a7179b2ac85d,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_rank3_epoch0,binary_rank3_epoch0,4.850434094667435,127.79585330540208,1159732,1.3108226634837963,473805364,7077888,6,1,12,8128,64,128,True,,,cb81d981bb061f495451e14d4ebfec72d1c94e5b396013f0b74d64837245f8e0,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_rank51_epoch0,binary_rank51_epoch0,4.814800940454006,123.32226139334851,1479478,1.6722253870081019,474125110,7077888,6,1,12,8128,64,128,True,,,2f22a384ec9e75821a1b2c325971f03a3e878f1dc791e85b5d1a51ba155aa897,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_columns16_epoch0,hybrid_fork_columns16_epoch0,4.853433862328529,128.17978674101627,1161738,1.3130900065104167,473807370,7077888,6,1,12,8128,64,128,True,,,b3456c9f7b3e8607127c223baf606b6dac7f5d77c76a6aef67ef1790283af0ef,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_columns256_epoch0,hybrid_fork_columns256_epoch0,4.81313094496727,123.11648564351799,1477756,1.6702790436921295,474123388,7077888,6,1,12,8128,64,128,True,,,ebba6868bd6c94f15db7b68dfd24000979d1d15fe282e4543ebe151ca1fd51ed,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_rank3_epoch0,hybrid_fork_rank3_epoch0,4.840768046677113,126.56652340688264,1160541,1.311737060546875,473806173,7077888,6,1,12,8128,64,128,True,,,1cb95078144cf4fc404b15faa5e7ff629bec4797d48bf8dfea4ad75bb9953271,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_rank51_epoch0,hybrid_fork_rank51_epoch0,4.810408309102058,122.78174018588238,1480283,1.6731352629484955,474125915,7077888,6,1,12,8128,64,128,True,,,f84c0726b6f44bd0792194f9fef74ea87524b374728910b6a1bcd7b30fa34c1e,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_columns16_epoch0,scalar_gptq2_columns16_epoch0,4.663242965936661,105.97921245198549,2029687,2.294115984881366,474675319,7077888,6,1,12,8128,64,128,True,,,439fdae5053c2c6e710978f3567f14a547179eba274e5b92a9f5e39ddccfcef6,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_columns256_epoch0,scalar_gptq2_columns256_epoch0,4.6542002111673355,105.02518842677026,2345129,2.650653980396412,474990761,7077888,6,1,12,8128,64,128,True,,,1c090daf84feca86a7665d8f412c7f1f82c3b83f92595f5a4a6c4fc6234d9ad9,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_rank3_epoch0,scalar_gptq2_rank3_epoch0,4.661871008574963,105.83391318626464,2028442,2.2927087854456016,474674074,7077888,6,1,12,8128,64,128,True,,,b760df5000318c6a0e9fa277c72083665b623d1e44b0b69a265a90619523f58f,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_rank51_epoch0,scalar_gptq2_rank51_epoch0,4.653202425688505,104.92044808173401,2345580,2.6511637369791665,474991212,7077888,6,1,12,8128,64,128,True,,,ecdc2bdd21c29eb8c03a58b94ffe5cf1e05bc5aa852260abd2929baeb9077fa1,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_columns16_development_winner,binary_columns16_epoch4,4.815691873431206,123.43218222162115,1160873,1.3121123137297455,473806505,7077888,6,1,12,8128,64,128,True,,,0d0ed7543e55b6a21d528170a487049d1d24047c3c3185faf10f6f6deb032ddd,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_columns256_development_winner,binary_columns256_epoch4,4.788869123905897,120.16539961786853,1476631,1.6690074779369213,474122263,7077888,6,1,12,8128,64,128,True,,,5b57edeba9399e7409f5176891b3a1e3ff9a15097efaa866ddc9457c2cbfb27c,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_rank3_development_winner,binary_rank3_epoch4,4.81708762422204,123.60458307389622,1159584,1.3106553819444444,473805216,7077888,6,1,12,8128,64,128,True,,,0271f653fa64aa3d46211adfa507d30c6e023952948d81ff5063987fe70abd75,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_rank51_development_winner,binary_rank51_epoch4,4.7788003869354725,118.96155657603754,1478434,1.6710453739872686,474124066,7077888,6,1,12,8128,64,128,True,,,b997b6c42d5195c3815cd8ed0ae312727506cbdd408862ebc33296abf62f67b2,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_columns16_development_winner,hybrid_fork_columns16_epoch4,4.812053240835667,122.98387396918127,1161726,1.3130764431423612,473807358,7077888,6,1,12,8128,64,128,True,,,1dfa2c82f1a224c3dc93ced0d3f409af301c4eceee44f8c0b322d7959357722e,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_columns256_development_winner,hybrid_fork_columns256_epoch4,4.782273914664984,119.3754913322868,1477420,1.6698992693865742,474123052,7077888,6,1,12,8128,64,128,True,,,965191b0b47aee755fec0086d76b93ed7c58caca918950739fa3bca57a2321a9,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_rank3_development_winner,hybrid_fork_rank3_epoch4,4.808412183076143,122.53689680920701,1160421,1.3116014268663194,473806053,7077888,6,1,12,8128,64,128,True,,,356f7f7a5488df56319258d63905f65c4e4b29bcfdc0d121d52aa1d883c38b86,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_rank51_development_winner,hybrid_fork_rank51_epoch4,4.774894077330828,118.4977623566706,1479239,1.671955249927662,474124871,7077888,6,1,12,8128,64,128,True,,,6e24b488652931980776918a96bdfa2fe39423a74acbf62d3214125886718de0,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_columns16_development_winner,scalar_gptq2_columns16_epoch3,4.663325637578964,105.9879742897017,2029663,2.2940888581452548,474675295,7077888,6,1,12,8128,64,128,True,,,626afc5c8eeb335ab43efae7ff68ed8c7e585f1fce6a77f9f599cd1408a2ff64,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_columns256_development_winner,scalar_gptq2_columns256_epoch4,4.648422088474035,104.42008985257455,2344861,2.6503510651765048,474990493,7077888,6,1,12,8128,64,128,True,,,0c3ef280e852a7fa8090b34e130dac31ce3b853a372cfd90fe11cce0b24781c2,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_rank3_development_winner,scalar_gptq2_rank3_epoch4,4.661587689071894,105.80393262181273,2028366,2.2926228841145835,474673998,7077888,6,1,12,8128,64,128,True,,,b01b287c1423f12c3f488c3eb04989f1fc83d0df6c4d7ed5f67c385cc11af2e4,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_rank51_development_winner,scalar_gptq2_rank51_epoch4,4.655218843370676,105.13222497204444,2345040,2.6505533854166665,474990672,7077888,6,1,12,8128,64,128,True,,,ce075d64fa0ec9da6073d0dd27e927a5ce3d91d4a50e6afc740e5b367659ef15,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
binary_bare,binary_bare,4.903485119342804,134.75861208755512,1137161,1.2853110984519676,473782793,7077888,6,1,12,8128,64,128,True,,,d19654529ef1190d991e300a9eaec1cbb2bd22dac78c932331d406fb94f94e90,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
hybrid_fork_bare,hybrid_fork_bare,4.896728418767452,133.85115764703212,1138002,1.2862616644965277,473783634,7077888,6,1,12,8128,64,128,True,,,5bc8508694f0fecb304ae15e79a486add28f5c0f57aa73554a1b1d32560a86b8,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq1_bare,scalar_gptq1_bare,6.254624307155609,520.4138222767441,1186621,1.3412147804542824,473832253,7077888,6,1,12,8128,64,128,True,,,7037b80bcea9d58e38ea256ee3d8701b9f8259ab6e46c546b8e7deac1883625c,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
scalar_gptq2_bare,scalar_gptq2_bare,4.663064952939749,105.96034845383477,2006107,2.267463966652199,474651739,7077888,6,1,12,8128,64,128,True,,,865c9f86f70ffe392ab3f925d4c3b097618bce0c614980cdc5eb68fcdf84e1b7,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
primary_default,scalar_gptq2_bare,4.663064952939749,105.96034845383477,2006107,2.267463966652199,474651739,7077888,6,1,12,8128,64,128,False,scalar_gptq2_bare,primary,865c9f86f70ffe392ab3f925d4c3b097618bce0c614980cdc5eb68fcdf84e1b7,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
extreme_default,hybrid_fork_rank3_epoch4,4.808412183076143,122.53689680920701,1160421,1.3116014268663194,473806053,7077888,6,1,12,8128,64,128,False,hybrid_fork_rank3_development_winner,extreme,356f7f7a5488df56319258d63905f65c4e4b29bcfdc0d121d52aa1d883c38b86,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
source_hybrid_primary,hybrid_fork_rank51_epoch4,4.774894077330828,118.4977623566706,1479239,1.671955249927662,474124871,7077888,6,1,12,8128,64,128,False,hybrid_fork_rank51_development_winner,source_best,6e24b488652931980776918a96bdfa2fe39423a74acbf62d3214125886718de0,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16
source_hybrid_extreme,hybrid_fork_rank3_epoch4,4.808412183076143,122.53689680920701,1160421,1.3116014268663194,473806053,7077888,6,1,12,8128,64,128,False,hybrid_fork_rank3_development_winner,source_extreme,356f7f7a5488df56319258d63905f65c4e4b29bcfdc0d121d52aa1d883c38b86,OPT-125M first-block CPU FP32 reset-128 diagnostic,research/results/v1_model_results.json,aadddb379c306fcc8a932a031374a8212ee2994f215027f91e9a0ff7aa4cda16