Update README.md
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README.md
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| Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
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|------|---------------|-----------------|-----------|---------|---------|----------|
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| 100 | No log | 0.420836 | 0.508333 | 0.053090| 0.096139| 0.953116 |
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| 200 | No log | 0.314840 | 0.500000 | 0.053090| 0.095987| 0.953139 |
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| 300 | No log | 0.284791 | 0.285714 | 0.079199| 0.124020| 0.956575 |
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| 400 | No log | 0.261631 | 0.291358 | 0.102698| 0.151866| 0.959082 |
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| 500 | 0.453300 | 0.245147 | 0.325613 | 0.104003| 0.157652| 0.958553 |
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| 600 | 0.453300 | 0.237948 | 0.322857 | 0.098346| 0.150767| 0.959459 |
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| 700 | 0.453300 | 0.217630 | 0.324943 | 0.123586| 0.179067| 0.960306 |
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| 800 | 0.453300 | 0.205889 | 0.351826 | 0.218016| 0.269210| 0.965566 |
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| 900 | 0.453300 | 0.202052 | 0.350676 | 0.225849| 0.274749| 0.965096 |
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| 1000 | 0.205300 | 0.179783 | 0.384560 | 0.234117| 0.291047| 0.968744 |
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| 1100 | 0.205300 | 0.166758 | 0.429212 | 0.291558| 0.347240| 0.971262 |
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| 1200 | 0.205300 | 0.161507 | 0.417052 | 0.274587| 0.331147| 0.970897 |
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| 1300 | 0.205300 | 0.154404 | 0.424658 | 0.337250| 0.375940| 0.971556 |
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| 1400 | 0.205300 | 0.144692 | 0.434426 | 0.299826| 0.354789| 0.972969 |
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| 1500 | 0.163300 | 0.142567 | 0.447467 | 0.415144| 0.430700| 0.974487 |
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| 1600 | 0.163300 | 0.135387 | 0.454927 | 0.377720| 0.412744| 0.975063 |
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| 1700 | 0.163300 | 0.130163 | 0.457328 | 0.429069| 0.442748| 0.974863 |
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| 1800 | 0.163300 | 0.121182 | 0.479126 | 0.429504| 0.452960| 0.977123 |
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| 1900 | 0.163300 | 0.120131 | 0.504061 | 0.459095| 0.480528| 0.977229 |
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| 2000 | 0.116000 | 0.121453 | 0.482711 | 0.455614| 0.468771| 0.976570 |
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| 2100 | 0.116000 | 0.126089 | 0.460177 | 0.475196| 0.467566| 0.975510 |
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| 2200 | 0.116000 | 0.114434 | 0.503229 | 0.474761| 0.488580| 0.978994 |
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| 2300 | 0.116000 | 0.108219 | 0.544110 | 0.464317| 0.501057| 0.979488 |
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| 2400 | 0.116000 | 0.110805 | 0.525301 | 0.474326| 0.498514| 0.977994 |
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| 2500 | 0.090900 | 0.116738 | 0.554128 | 0.487815| 0.518861| 0.978653 |
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| 2600 | 0.090900 | 0.110969 | 0.564193 | 0.489556| 0.524231| 0.979982 |
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| 2700 | 0.090900 | 0.106849 | 0.538219 | 0.520888| 0.529412| 0.979264 |
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| 2800 | 0.090900 | 0.104990 | 0.526362 | 0.525674| 0.526018| 0.979253 |
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| 2900 | 0.090900 | 0.101015 | 0.553152 | 0.523064| 0.537687| 0.980618 |
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| 3000 | 0.080000 | 0.109505 | 0.532439 | 0.535683| 0.534056| 0.979335 |
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| 3100 | 0.080000 | 0.104904 | 0.562973 | 0.550479| 0.556656| 0.980736 |
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| 3200 | 0.080000 | 0.098502 | 0.554962 | 0.542646| 0.548735| 0.980688 |
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| 3300 | 0.080000 | 0.101882 | 0.541367 | 0.523934| 0.532508| 0.980312 |
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| 3400 | 0.080000 | 0.094882 | 0.550420 | 0.570061| 0.560068| 0.981159 |
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| 3500 | 0.067100 | 0.090791 | 0.579903 | 0.570061| 0.574940| 0.982348 |
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| 3600 | 0.067100 | 0.086182 | 0.612403 | 0.584421| 0.598085| 0.984219 |
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| 3700 | 0.067100 | 0.093917 | 0.549979 | 0.572237| 0.560887| 0.981771 |
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| 3800 | 0.067100 | 0.096534 | 0.597186 | 0.590949| 0.594051| 0.982489 |
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| 3900 | 0.067100 | 0.094493 | 0.589077 | 0.591384| 0.590228| 0.982101 |
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| 4000 | 0.059000 | 0.090813 | 0.587505 | 0.597476| 0.592449| 0.982171 |
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| 4100 | 0.059000 | 0.089240 | 0.592105 | 0.587467| 0.589777| 0.983030 |
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| 4200 | 0.059000 | 0.090156 | 0.596514 | 0.610531| 0.603441| 0.983701 |
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| 4300 | 0.059000 | 0.085989 | 0.620291 | 0.630548| 0.625378| 0.984384 |
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| 4400 | 0.059000 | 0.088271 | 0.605035 | 0.606614| 0.605824| 0.984431 |
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| 4500 | 0.051600 | 0.090031 | 0.595145 | 0.597476 | 0.596308 | 0.984089 |
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| 4600 | 0.051600 | 0.088728 | 0.600799 | 0.588773 | 0.594725 | 0.984254 |
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| 4700 | 0.051600 | 0.083724 | 0.624070 | 0.620540 | 0.622300 | 0.984184 |
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| Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
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|------|---------------|-----------------|-----------|---------|---------|----------|
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| 4500 | 0.051600 | 0.090031 | 0.595145 | 0.597476 | 0.596308 | 0.984089 |
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| 4600 | 0.051600 | 0.088728 | 0.600799 | 0.588773 | 0.594725 | 0.984254 |
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| 4700 | 0.051600 | 0.083724 | 0.624070 | 0.620540 | 0.622300 | 0.984184 |
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