LoRA (ANLP A3)
Browse files
results/lora_comparison/comparison_metrics.json
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{
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"standard_moe": {
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"total_params": 179944868,
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"trainable_params": 179944868,
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"train_losses": [
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6.993803797149658,
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5.954492663574219,
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5.53921777420044,
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5.24759983291626,
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5.0148901168823246
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],
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"val_losses": [
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6.212501205444336,
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5.760108711242676,
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5.491593559265136,
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5.284299610137939,
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5.145402297973633
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],
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"best_val_loss": 5.145402297973633,
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"training_time": 1290.9204235076904
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},
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"lora_moe": {
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"total_params": 182828452,
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"trainable_params": 2621440,
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"lora_percent": 1.43382497161875,
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"train_losses": [
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7.029633666229248,
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5.872530696105957,
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5.428599870300293,
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5.109180227661133,
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4.84611487121582
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],
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"val_losses": [
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6.160612037658692,
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5.704808525085449,
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5.452941730499267,
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5.289849403381347,
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5.177924713134765
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],
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"best_val_loss": 5.177924713134765,
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"training_time": 18967.75845336914
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}
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}
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results/lora_moe/best_model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe830c30e4365e4cc873e86af27dc33b40e32e7967070df6276f1184957d27c7
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size 731567101
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results/standard_moe/best_model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e6df29ee4a7a27f6f28ce9af56d8d6d9a5cfae6cafe129ce3d67d6b7cc9da2f9
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size 720972925
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