logs/loss_Qwen3-4B-Instruct.csv

loss,grad_norm,learning_rate,epoch,step,train_runtime,train_samples_per_second,train_steps_per_second,total_flos,train_loss
5.0851,7.870323181152344,0.0,0.016,1,,,,,
5.485,8.295970916748047,6.25e-06,0.032,2,,,,,
5.1658,7.577495574951172,1.25e-05,0.048,3,,,,,
5.0146,8.00418472290039,1.8750000000000002e-05,0.064,4,,,,,
5.6735,8.094080924987793,2.5e-05,0.08,5,,,,,
6.5805,10.031797409057617,3.125e-05,0.096,6,,,,,
5.3567,8.576016426086426,3.7500000000000003e-05,0.112,7,,,,,
4.942,9.31645393371582,4.375e-05,0.128,8,,,,,
4.4301,8.133532524108887,5e-05,0.144,9,,,,,
4.7573,9.626242637634277,5.6250000000000005e-05,0.16,10,,,,,
3.6217,8.980591773986816,6.25e-05,0.176,11,,,,,
3.1327,8.092302322387695,6.875e-05,0.192,12,,,,,
2.6015,6.782588481903076,7.500000000000001e-05,0.208,13,,,,,
2.2553,5.033656120300293,8.125000000000001e-05,0.224,14,,,,,
1.8429,4.3229899406433105,8.75e-05,0.24,15,,,,,
1.6491,4.161823272705078,9.375e-05,0.256,16,,,,,
1.0879,2.3978769779205322,0.0001,0.272,17,,,,,
1.1215,2.5251498222351074,0.00010625000000000001,0.288,18,,,,,
1.2878,3.5365166664123535,0.00011250000000000001,0.304,19,,,,,
0.9999,2.7579262256622314,0.00011875,0.32,20,,,,,
1.0828,2.8152401447296143,0.000125,0.336,21,,,,,
0.7589,1.897538423538208,0.00013125000000000002,0.352,22,,,,,
0.6119,5.208633899688721,0.0001375,0.368,23,,,,,
0.7998,2.557978391647339,0.00014375,0.384,24,,,,,
0.7862,3.364109516143799,0.00015000000000000001,0.4,25,,,,,
0.601,2.3509654998779297,0.00015625,0.416,26,,,,,
0.6766,2.1042423248291016,0.00016250000000000002,0.432,27,,,,,
0.537,4.04840087890625,0.00016875,0.448,28,,,,,
0.4987,2.5419347286224365,0.000175,0.464,29,,,,,
0.5557,1.6876535415649414,0.00018125000000000001,0.48,30,,,,,
0.5784,2.079145669937134,0.0001875,0.496,31,,,,,
0.4911,2.340076446533203,0.00019375000000000002,0.512,32,,,,,
0.4119,2.0450165271759033,0.0002,0.528,33,,,,,
0.3704,2.2756712436676025,0.00019929328621908128,0.544,34,,,,,
0.2889,1.9021378755569458,0.00019858657243816254,0.56,35,,,,,
0.3482,1.9448765516281128,0.00019787985865724384,0.576,36,,,,,
0.2417,1.6342527866363525,0.0001971731448763251,0.592,37,,,,,
0.2614,2.326777935028076,0.00019646643109540637,0.608,38,,,,,
0.2601,5.6735992431640625,0.00019575971731448764,0.624,39,,,,,
0.3227,2.647364854812622,0.00019505300353356894,0.64,40,,,,,
0.1154,1.9040088653564453,0.0001943462897526502,0.656,41,,,,,
0.2191,1.8253710269927979,0.00019363957597173144,0.672,42,,,,,
0.3171,1.7120190858840942,0.0001929328621908127,0.688,43,,,,,
0.2016,1.2183595895767212,0.00019222614840989398,0.704,44,,,,,
0.3485,1.901847243309021,0.00019151943462897527,0.72,45,,,,,
0.2323,1.0044275522232056,0.00019081272084805654,0.736,46,,,,,
0.2856,2.339531660079956,0.0001901060070671378,0.752,47,,,,,
0.2702,1.2548232078552246,0.00018939929328621908,0.768,48,,,,,
0.1849,1.137694001197815,0.00018869257950530037,0.784,49,,,,,
0.2573,1.115275263786316,0.00018798586572438164,0.8,50,,,,,
0.2447,1.2290343046188354,0.0001872791519434629,0.816,51,,,,,
0.1974,0.9108609557151794,0.00018657243816254417,0.832,52,,,,,
0.1635,1.2581915855407715,0.00018586572438162547,0.848,53,,,,,
0.1919,1.3958808183670044,0.00018515901060070673,0.864,54,,,,,
0.2259,1.3467892408370972,0.000184452296819788,0.88,55,,,,,
0.2425,1.3111321926116943,0.00018374558303886927,0.896,56,,,,,
0.2302,1.2726857662200928,0.00018303886925795054,0.912,57,,,,,
0.1586,0.9028711915016174,0.00018233215547703183,0.928,58,,,,,
0.2002,1.0383909940719604,0.0001816254416961131,0.944,59,,,,,
0.2201,1.237819790840149,0.00018091872791519434,0.96,60,,,,,
0.2187,0.9313635230064392,0.0001802120141342756,0.976,61,,,,,
0.2896,1.1121139526367188,0.0001795053003533569,0.992,62,,,,,
0.2483,1.697365641593933,0.00017879858657243817,1.0,63,,,,,
0.1954,0.8431481122970581,0.00017809187279151944,1.016,64,,,,,
0.0961,0.6934553384780884,0.0001773851590106007,1.032,65,,,,,
0.1489,0.6680672764778137,0.00017667844522968197,1.048,66,,,,,
0.2994,1.420982003211975,0.00017597173144876327,1.064,67,,,,,
0.1805,0.8986589908599854,0.00017526501766784453,1.08,68,,,,,
0.2378,1.1501553058624268,0.0001745583038869258,1.096,69,,,,,
0.1204,0.7013428211212158,0.00017385159010600707,1.112,70,,,,,
0.0672,0.43981000781059265,0.00017314487632508836,1.1280000000000001,71,,,,,
0.1522,1.1331558227539062,0.00017243816254416963,1.144,72,,,,,
0.1929,0.8815454244613647,0.0001717314487632509,1.16,73,,,,,
0.192,0.9866030812263489,0.00017102473498233216,1.176,74,,,,,
0.2196,1.3012495040893555,0.00017031802120141343,1.192,75,,,,,
0.208,1.2908227443695068,0.00016961130742049473,1.208,76,,,,,
0.1308,0.8470322489738464,0.000168904593639576,1.224,77,,,,,
0.1853,0.9757766127586365,0.00016819787985865723,1.24,78,,,,,
0.2183,1.0891834497451782,0.0001674911660777385,1.256,79,,,,,
0.1739,1.0106171369552612,0.0001667844522968198,1.272,80,,,,,
0.1505,1.1560691595077515,0.00016607773851590106,1.288,81,,,,,
0.1931,1.2632417678833008,0.00016537102473498233,1.304,82,,,,,
0.226,1.5253551006317139,0.0001646643109540636,1.32,83,,,,,
0.1614,1.1287624835968018,0.0001639575971731449,1.336,84,,,,,
0.0965,0.8959529995918274,0.00016325088339222616,1.3519999999999999,85,,,,,
0.1563,0.924568235874176,0.00016254416961130743,1.3679999999999999,86,,,,,
0.0645,0.7264889478683472,0.0001618374558303887,1.384,87,,,,,
0.1421,0.9215095043182373,0.00016113074204946996,1.4,88,,,,,
0.1094,0.9841827750205994,0.00016042402826855126,1.416,89,,,,,
0.2908,1.4820727109909058,0.00015971731448763253,1.432,90,,,,,
0.1592,0.9430652856826782,0.0001590106007067138,1.448,91,,,,,
0.1763,0.960473895072937,0.00015830388692579506,1.464,92,,,,,
0.1554,1.0315971374511719,0.00015759717314487635,1.48,93,,,,,
0.2089,1.3687705993652344,0.00015689045936395762,1.496,94,,,,,
0.1321,0.6679126024246216,0.00015618374558303886,1.512,95,,,,,
0.163,0.7671517133712769,0.00015547703180212013,1.528,96,,,,,
0.1181,0.7265908122062683,0.0001547703180212014,1.544,97,,,,,
0.1825,1.0494767427444458,0.0001540636042402827,1.56,98,,,,,
0.122,0.7863882184028625,0.00015335689045936396,1.576,99,,,,,
0.2321,0.9779323935508728,0.00015265017667844523,1.592,100,,,,,
0.2177,0.9585592746734619,0.0001519434628975265,1.608,101,,,,,
0.1536,0.8782882690429688,0.0001512367491166078,1.624,102,,,,,
0.1544,0.7956404089927673,0.00015053003533568906,1.6400000000000001,103,,,,,
0.175,1.052125334739685,0.00014982332155477032,1.6560000000000001,104,,,,,
0.1046,0.5629047155380249,0.0001491166077738516,1.6720000000000002,105,,,,,
0.1822,0.8322150111198425,0.00014840989399293289,1.688,106,,,,,
0.13,0.7609675526618958,0.00014770318021201415,1.704,107,,,,,
0.1492,0.9900301694869995,0.00014699646643109542,1.72,108,,,,,
0.1157,0.8549464344978333,0.0001462897526501767,1.736,109,,,,,
0.1193,0.8158570528030396,0.00014558303886925796,1.752,110,,,,,
0.1553,0.9809916615486145,0.00014487632508833925,1.768,111,,,,,
0.1233,0.6698147058486938,0.00014416961130742052,1.784,112,,,,,
0.1293,0.9593743681907654,0.00014346289752650176,1.8,113,,,,,
0.0784,0.45681294798851013,0.00014275618374558303,1.8159999999999998,114,,,,,
0.0935,0.8722322583198547,0.00014204946996466432,1.8319999999999999,115,,,,,
0.1186,0.6872490048408508,0.0001413427561837456,1.8479999999999999,116,,,,,
0.1411,1.0315954685211182,0.00014063604240282686,1.8639999999999999,117,,,,,
0.1548,0.936425507068634,0.00013992932862190812,1.88,118,,,,,
0.1235,0.6365240216255188,0.0001392226148409894,1.896,119,,,,,
0.1261,0.843774139881134,0.00013851590106007068,1.912,120,,,,,
0.1622,1.1081597805023193,0.00013780918727915195,1.928,121,,,,,
0.1636,1.1250782012939453,0.00013710247349823322,1.944,122,,,,,
0.0813,0.6649081707000732,0.0001363957597173145,1.96,123,,,,,
0.209,1.0469911098480225,0.00013568904593639578,1.976,124,,,,,
0.1487,0.8930230140686035,0.00013498233215547705,1.992,125,,,,,
0.1415,1.421788215637207,0.00013427561837455832,2.0,126,,,,,
0.1375,1.1298589706420898,0.00013356890459363958,2.016,127,,,,,
0.148,0.8596754670143127,0.00013286219081272085,2.032,128,,,,,
0.0604,0.572762131690979,0.00013215547703180215,2.048,129,,,,,
0.1495,0.8453530669212341,0.0001314487632508834,2.064,130,,,,,
0.0658,0.33985212445259094,0.00013074204946996465,2.08,131,,,,,
0.057,0.5243419408798218,0.00013003533568904592,2.096,132,,,,,
0.1115,0.5796017050743103,0.00012932862190812722,2.112,133,,,,,
0.0653,0.47029346227645874,0.00012862190812720848,2.128,134,,,,,
0.0748,0.6964001655578613,0.00012791519434628975,2.144,135,,,,,
0.0699,0.7394586205482483,0.00012720848056537102,2.16,136,,,,,
0.0725,0.5363603830337524,0.0001265017667844523,2.176,137,,,,,
0.088,0.5226830840110779,0.00012579505300353358,2.192,138,,,,,
0.1231,0.9178987741470337,0.00012508833922261485,2.208,139,,,,,
0.0851,0.5576332211494446,0.00012438162544169612,2.224,140,,,,,
0.0766,0.8129004240036011,0.00012367491166077738,2.24,141,,,,,
0.1171,1.1686463356018066,0.00012296819787985868,2.2560000000000002,142,,,,,
0.0722,0.6059437990188599,0.00012226148409893994,2.2720000000000002,143,,,,,
0.0748,0.7907636761665344,0.0001215547703180212,2.288,144,,,,,
0.0782,0.5925052762031555,0.00012084805653710247,2.304,145,,,,,
0.0865,0.8873236775398254,0.00012014134275618376,2.32,146,,,,,
0.1459,0.9880921244621277,0.00011943462897526503,2.336,147,,,,,
0.0685,0.6290008425712585,0.0001187279151943463,2.352,148,,,,,
0.0595,0.7097517848014832,0.00011802120141342756,2.368,149,,,,,
0.1187,0.9649195075035095,0.00011731448763250883,2.384,150,,,,,
0.1798,1.2639472484588623,0.00011660777385159012,2.4,151,,,,,
0.0719,0.6359154582023621,0.00011590106007067139,2.416,152,,,,,
0.0678,0.8411086201667786,0.00011519434628975265,2.432,153,,,,,
0.1035,0.8802680969238281,0.00011448763250883391,2.448,154,,,,,
0.0774,0.6953817009925842,0.00011378091872791521,2.464,155,,,,,
0.1453,1.203582525253296,0.00011307420494699648,2.48,156,,,,,
0.0471,0.4932728111743927,0.00011236749116607774,2.496,157,,,,,
0.1174,1.0267274379730225,0.00011166077738515901,2.512,158,,,,,
0.0448,0.45707640051841736,0.00011095406360424028,2.528,159,,,,,
0.1093,0.770814836025238,0.00011024734982332157,2.544,160,,,,,
0.0619,0.687301516532898,0.00010954063604240284,2.56,161,,,,,
0.0958,0.6805643439292908,0.0001088339222614841,2.576,162,,,,,
0.0727,0.719950795173645,0.00010812720848056536,2.592,163,,,,,
0.2055,1.2616511583328247,0.00010742049469964666,2.608,164,,,,,
0.1454,1.0389983654022217,0.00010671378091872792,2.624,165,,,,,
0.047,0.44252005219459534,0.00010600706713780919,2.64,166,,,,,
0.1061,0.7799625992774963,0.00010530035335689046,2.656,167,,,,,
0.1068,0.7477336525917053,0.00010459363957597175,2.672,168,,,,,
0.0899,0.6973247528076172,0.00010388692579505302,2.6879999999999997,169,,,,,
0.0444,0.49688759446144104,0.00010318021201413429,2.7039999999999997,170,,,,,
0.0398,0.41398748755455017,0.00010247349823321554,2.7199999999999998,171,,,,,
0.0733,0.5495492815971375,0.00010176678445229681,2.7359999999999998,172,,,,,
0.0739,0.64423006772995,0.0001010600706713781,2.752,173,,,,,
0.0552,0.6355026960372925,0.00010035335689045937,2.768,174,,,,,
0.1055,0.8748399615287781,9.964664310954064e-05,2.784,175,,,,,
0.0572,0.6057850122451782,9.893992932862192e-05,2.8,176,,,,,
0.0781,0.8472006320953369,9.823321554770319e-05,2.816,177,,,,,
0.0719,0.6824005842208862,9.752650176678447e-05,2.832,178,,,,,
0.0372,0.4743616282939911,9.681978798586572e-05,2.848,179,,,,,
0.0587,0.6715174913406372,9.611307420494699e-05,2.864,180,,,,,
0.0681,0.8202728033065796,9.540636042402827e-05,2.88,181,,,,,
0.1105,0.7885965704917908,9.469964664310954e-05,2.896,182,,,,,
0.0566,0.6222236752510071,9.399293286219082e-05,2.912,183,,,,,
0.0957,0.723924994468689,9.328621908127209e-05,2.928,184,,,,,
0.1861,1.0878636837005615,9.257950530035337e-05,2.944,185,,,,,
0.0845,0.7506448030471802,9.187279151943463e-05,2.96,186,,,,,
0.0362,0.4298791289329529,9.116607773851592e-05,2.976,187,,,,,
0.113,1.1058064699172974,9.045936395759717e-05,2.992,188,,,,,
0.1864,1.95419442653656,8.975265017667845e-05,3.0,189,,,,,
0.0451,0.4360932409763336,8.904593639575972e-05,3.016,190,,,,,
0.0387,0.4669731855392456,8.833922261484099e-05,3.032,191,,,,,
0.038,0.3290684223175049,8.763250883392227e-05,3.048,192,,,,,
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0.0541,0.551534116268158,8.197879858657245e-05,3.176,200,,,,,
0.0853,0.7788776159286499,8.127208480565371e-05,3.192,201,,,,,
0.0369,0.5231875777244568,8.056537102473498e-05,3.208,202,,,,,
0.0536,0.5203232765197754,7.985865724381626e-05,3.224,203,,,,,
0.048,0.7454756498336792,7.915194346289753e-05,3.24,204,,,,,
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0.046,0.6150532960891724,7.773851590106007e-05,3.2720000000000002,206,,,,,
0.0492,0.5778076648712158,7.703180212014135e-05,3.288,207,,,,,
0.0365,0.721308171749115,7.632508833922261e-05,3.304,208,,,,,
0.0401,0.48940587043762207,7.56183745583039e-05,3.32,209,,,,,
0.0678,1.0703436136245728,7.491166077738516e-05,3.336,210,,,,,
0.0297,0.3499232530593872,7.420494699646644e-05,3.352,211,,,,,
0.0375,1.0266118049621582,7.349823321554771e-05,3.368,212,,,,,
0.0855,0.6709591150283813,7.279151943462898e-05,3.384,213,,,,,
0.06,1.1094404458999634,7.208480565371026e-05,3.4,214,,,,,
0.041,0.5012962222099304,7.137809187279151e-05,3.416,215,,,,,
0.0162,0.30473652482032776,7.06713780918728e-05,3.432,216,,,,,
0.056,1.2173347473144531,6.996466431095406e-05,3.448,217,,,,,
0.0469,0.9305486083030701,6.925795053003534e-05,3.464,218,,,,,
0.0243,0.32438766956329346,6.855123674911661e-05,3.48,219,,,,,
0.0149,0.35492709279060364,6.784452296819789e-05,3.496,220,,,,,
0.0548,0.9934439659118652,6.713780918727916e-05,3.512,221,,,,,
0.0151,0.3230513632297516,6.643109540636043e-05,3.528,222,,,,,
0.0547,0.7623277902603149,6.57243816254417e-05,3.544,223,,,,,
0.0516,1.0000059604644775,6.501766784452296e-05,3.56,224,,,,,
0.0749,1.0643479824066162,6.431095406360424e-05,3.576,225,,,,,
0.1112,0.6859728693962097,6.360424028268551e-05,3.592,226,,,,,
0.0255,0.59786456823349,6.289752650176679e-05,3.608,227,,,,,
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