| model,hardware,attention_type,num_params,n_layers,d_model,num_gpus,peak_tflops_per_gpu,mfu,epochs,remat_multiplier,include_attention,causal,record_count,total_tokens,sum_seq_len_squared,total_flops,base_6nd_flops,attention_flops,total_flops_pretty,hours,gpu_hours,price_per_gpu_hour,cost | |
| Qwen/Qwen3-0.6B,8xa100,causal,600000000.0,28,1024,8,312.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,7.8148483098767e+20,5.13438864372e+20,2.6804596661567003e+20,781.485 EFLOPs,217.4270029234748,1739.4160233877983,, | |
| Qwen/Qwen3-0.6B,8xh100,causal,600000000.0,28,1024,8,989.5,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,7.8148483098767e+20,5.13438864372e+20,2.6804596661567003e+20,781.485 EFLOPs,68.55707419113101,548.4565935290481,, | |
| Qwen/Qwen3-0.6B,8xb200,causal,600000000.0,28,1024,8,2250.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,7.8148483098767e+20,5.13438864372e+20,2.6804596661567003e+20,781.485 EFLOPs,30.149877738721834,241.19902190977467,, | |
| Qwen/Qwen3-1.7B,8xa100,causal,1700000000.0,28,2048,8,312.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,1.99083538228534e+21,1.454743449054e+21,5.3609193323134006e+20,1.991 ZFLOPs,553.8960621119736,4431.168496895789,, | |
| Qwen/Qwen3-1.7B,8xh100,causal,1700000000.0,28,2048,8,989.5,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,1.99083538228534e+21,1.454743449054e+21,5.3609193323134006e+20,1.991 ZFLOPs,174.6493899736592,1397.1951197892736,, | |
| Qwen/Qwen3-1.7B,8xb200,causal,1700000000.0,28,2048,8,2250.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,1.99083538228534e+21,1.454743449054e+21,5.3609193323134006e+20,1.991 ZFLOPs,76.80692061286034,614.4553649028827,, | |
| Qwen/Qwen3-4B,8xa100,causal,4000000000.0,36,2560,8,312.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,4.2845020837446534e+21,3.42292576248e+21,8.615763212646537e+20,4.285 ZFLOPs,1192.04674249484,9536.37393995872,, | |
| Qwen/Qwen3-4B,8xh100,causal,4000000000.0,36,2560,8,989.5,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,4.2845020837446534e+21,3.42292576248e+21,8.615763212646537e+20,4.285 ZFLOPs,375.86516792156647,3006.9213433725317,, | |
| Qwen/Qwen3-4B,8xb200,causal,4000000000.0,36,2560,8,2250.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,4.2845020837446534e+21,3.42292576248e+21,8.615763212646537e+20,4.285 ZFLOPs,165.2971482926178,1322.3771863409424,, | |
| Qwen/Qwen3-8B,8xa100,causal,8000000000.0,36,4096,8,312.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,8.224373638983445e+21,6.84585152496e+21,1.378522114023446e+21,8.224 ZFLOPs,2288.2093680398207,18305.674944318565,, | |
| Qwen/Qwen3-8B,8xh100,causal,8000000000.0,36,4096,8,989.5,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,8.224373638983445e+21,6.84585152496e+21,1.378522114023446e+21,8.224 ZFLOPs,721.4970417669774,5771.976334135819,, | |
| Qwen/Qwen3-8B,8xb200,causal,8000000000.0,36,4096,8,2250.0,0.4,1.0,1.0,True,True,68581798,142621906770.0,1558116900435210.0,8.224373638983445e+21,6.84585152496e+21,1.378522114023446e+21,8.224 ZFLOPs,317.2983657015218,2538.3869256121743,, | |
| Qwen/Qwen3-0.6B,8xa100,bidirectional,600000000.0,28,1024,8,312.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,1.0495307976033402e+21,5.13438864372e+20,5.3609193323134006e+20,1.050 ZFLOPs,292.0035383289208,2336.0283066313664,, | |
| Qwen/Qwen3-0.6B,8xh100,bidirectional,600000000.0,28,1024,8,989.5,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,1.0495307976033402e+21,5.13438864372e+20,5.3609193323134006e+20,1.050 ZFLOPs,92.07185847258543,736.5748677806835,, | |
| Qwen/Qwen3-0.6B,8xb200,bidirectional,600000000.0,28,1024,8,2250.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,1.0495307976033402e+21,5.13438864372e+20,5.3609193323134006e+20,1.050 ZFLOPs,40.49115731494368,323.9292585195494,, | |
| Qwen/Qwen3-1.7B,8xa100,bidirectional,1700000000.0,28,2048,8,312.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,2.52692731551668e+21,1.454743449054e+21,1.0721838664626801e+21,2.527 ZFLOPs,703.0491329228654,5624.393063382923,, | |
| Qwen/Qwen3-1.7B,8xh100,bidirectional,1700000000.0,28,2048,8,989.5,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,2.52692731551668e+21,1.454743449054e+21,1.0721838664626801e+21,2.527 ZFLOPs,221.67895853656796,1773.4316682925437,, | |
| Qwen/Qwen3-1.7B,8xb200,bidirectional,1700000000.0,28,2048,8,2250.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,2.52692731551668e+21,1.454743449054e+21,1.0721838664626801e+21,2.527 ZFLOPs,97.489479765304,779.915838122432,, | |
| Qwen/Qwen3-4B,8xa100,bidirectional,4000000000.0,36,2560,8,312.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,5.146078405009307e+21,3.42292576248e+21,1.7231526425293074e+21,5.146 ZFLOPs,1431.7570348694874,11454.056278955899,, | |
| Qwen/Qwen3-4B,8xh100,bidirectional,4000000000.0,36,2560,8,989.5,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,5.146078405009307e+21,3.42292576248e+21,1.7231526425293074e+21,5.146 ZFLOPs,451.44840311195566,3611.5872248956452,, | |
| Qwen/Qwen3-4B,8xb200,bidirectional,4000000000.0,36,2560,8,2250.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,5.146078405009307e+21,3.42292576248e+21,1.7231526425293074e+21,5.146 ZFLOPs,198.53697550190228,1588.2958040152182,, | |
| Qwen/Qwen3-8B,8xa100,bidirectional,8000000000.0,36,4096,8,312.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,9.60289575300689e+21,6.84585152496e+21,2.757044228046892e+21,9.603 ZFLOPs,2671.745835839257,21373.966686714055,, | |
| Qwen/Qwen3-8B,8xh100,bidirectional,8000000000.0,36,4096,8,989.5,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,9.60289575300689e+21,6.84585152496e+21,2.757044228046892e+21,9.603 ZFLOPs,842.4302180715999,6739.4417445727995,, | |
| Qwen/Qwen3-8B,8xb200,bidirectional,8000000000.0,36,4096,8,2250.0,0.4,1.0,1.0,True,False,68581798,142621906770.0,1558116900435210.0,9.60289575300689e+21,6.84585152496e+21,2.757044228046892e+21,9.603 ZFLOPs,370.48208923637696,2963.8567138910157,, | |