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Step | \n", "Training Loss | \n", "
---|---|
1000 | \n", "0.225900 | \n", "
2000 | \n", "0.174000 | \n", "
3000 | \n", "0.169100 | \n", "
4000 | \n", "0.157100 | \n", "
5000 | \n", "0.155600 | \n", "
6000 | \n", "0.154300 | \n", "
7000 | \n", "0.153900 | \n", "
8000 | \n", "0.150700 | \n", "
9000 | \n", "0.140500 | \n", "
10000 | \n", "0.150600 | \n", "
11000 | \n", "0.142600 | \n", "
12000 | \n", "0.145900 | \n", "
13000 | \n", "0.138400 | \n", "
14000 | \n", "0.140400 | \n", "
15000 | \n", "0.139100 | \n", "
16000 | \n", "0.143500 | \n", "
17000 | \n", "0.136600 | \n", "
18000 | \n", "0.134700 | \n", "
19000 | \n", "0.137600 | \n", "
20000 | \n", "0.136000 | \n", "
21000 | \n", "0.139200 | \n", "
22000 | \n", "0.136700 | \n", "
23000 | \n", "0.135900 | \n", "
24000 | \n", "0.136600 | \n", "
25000 | \n", "0.132500 | \n", "
26000 | \n", "0.133900 | \n", "
27000 | \n", "0.130200 | \n", "
28000 | \n", "0.131500 | \n", "
29000 | \n", "0.130100 | \n", "
30000 | \n", "0.129600 | \n", "
31000 | \n", "0.124500 | \n", "
32000 | \n", "0.132600 | \n", "
33000 | \n", "0.130100 | \n", "
34000 | \n", "0.128000 | \n", "
35000 | \n", "0.132600 | \n", "
36000 | \n", "0.131200 | \n", "
37000 | \n", "0.132700 | \n", "
38000 | \n", "0.128200 | \n", "
39000 | \n", "0.126200 | \n", "
40000 | \n", "0.125500 | \n", "
41000 | \n", "0.124300 | \n", "
42000 | \n", "0.124300 | \n", "
43000 | \n", "0.120100 | \n", "
44000 | \n", "0.126100 | \n", "
45000 | \n", "0.129400 | \n", "
46000 | \n", "0.126100 | \n", "
47000 | \n", "0.125800 | \n", "
48000 | \n", "0.127600 | \n", "
49000 | \n", "0.121200 | \n", "
50000 | \n", "0.126200 | \n", "
51000 | \n", "0.125300 | \n", "
52000 | \n", "0.125200 | \n", "
53000 | \n", "0.123500 | \n", "
54000 | \n", "0.125400 | \n", "
55000 | \n", "0.118500 | \n", "
56000 | \n", "0.118500 | \n", "
57000 | \n", "0.124000 | \n", "
58000 | \n", "0.121800 | \n", "
59000 | \n", "0.122400 | \n", "
60000 | \n", "0.122100 | \n", "
61000 | \n", "0.121700 | \n", "
62000 | \n", "0.123100 | \n", "
63000 | \n", "0.114200 | \n", "
64000 | \n", "0.120400 | \n", "
65000 | \n", "0.119200 | \n", "
66000 | \n", "0.122200 | \n", "
67000 | \n", "0.121900 | \n", "
68000 | \n", "0.115500 | \n", "
69000 | \n", "0.118200 | \n", "
70000 | \n", "0.116100 | \n", "
71000 | \n", "0.122700 | \n", "
72000 | \n", "0.116300 | \n", "
73000 | \n", "0.121400 | \n", "
74000 | \n", "0.113000 | \n", "
75000 | \n", "0.118000 | \n", "
76000 | \n", "0.121900 | \n", "
77000 | \n", "0.118100 | \n", "
78000 | \n", "0.115200 | \n", "
79000 | \n", "0.119500 | \n", "
80000 | \n", "0.115700 | \n", "
"
]
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"text": [
"Saving model checkpoint to ./training_output/checkpoint-500\n",
"Configuration saved in ./training_output/checkpoint-500/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-500/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-500/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-500/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-1000\n",
"Configuration saved in ./training_output/checkpoint-1000/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-1000/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-1000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-1000/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-1000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-1000/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-1500\n",
"Configuration saved in ./training_output/checkpoint-1500/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-1500/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-1500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-1500/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-1500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-1500/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-2000\n",
"Configuration saved in ./training_output/checkpoint-2000/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-2000/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-2000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-2000/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-2000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-2000/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-2500\n",
"Configuration saved in ./training_output/checkpoint-2500/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-2500/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-2500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-2500/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-2500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-2500/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-3000\n",
"Configuration saved in ./training_output/checkpoint-3000/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-3000/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-3000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-3000/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-3000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-3000/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-3500\n",
"Configuration saved in ./training_output/checkpoint-3500/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-3500/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-3500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-3500/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-3500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-3500/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-4000\n",
"Configuration saved in ./training_output/checkpoint-4000/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-4000/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-4000/amazon_polarity/head_config.json\n",
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"Saving model checkpoint to ./training_output/checkpoint-79000\n",
"Configuration saved in ./training_output/checkpoint-79000/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-79000/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-79000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-79000/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-79000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-79000/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-79500\n",
"Configuration saved in ./training_output/checkpoint-79500/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-79500/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-79500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-79500/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-79500/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-79500/amazon_polarity/pytorch_model_head.bin\n",
"Saving model checkpoint to ./training_output/checkpoint-80000\n",
"Configuration saved in ./training_output/checkpoint-80000/amazon_polarity/adapter_config.json\n",
"Module weights saved in ./training_output/checkpoint-80000/amazon_polarity/pytorch_adapter.bin\n",
"Configuration saved in ./training_output/checkpoint-80000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-80000/amazon_polarity/pytorch_model_head.bin\n",
"Configuration saved in ./training_output/checkpoint-80000/amazon_polarity/head_config.json\n",
"Module weights saved in ./training_output/checkpoint-80000/amazon_polarity/pytorch_model_head.bin\n",
"\n",
"\n",
"Training completed. Do not forget to share your model on huggingface.co/models =)\n",
"\n",
"\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"TrainOutput(global_step=80000, training_loss=0.13133217878341674, metrics={'train_runtime': 7884.1676, 'train_samples_per_second': 324.701, 'train_steps_per_second': 10.147, 'total_flos': 1.33836672e+17, 'train_loss': 0.13133217878341674, 'epoch': 0.71})"
]
},
"metadata": {},
"execution_count": 18
}
]
},
{
"cell_type": "code",
"source": [
"trainer.evaluate()"
],
"metadata": {
"id": "zvNFeo9d2jLT",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 193
},
"outputId": "514faf96-b7a5-49c5-b831-52b8419f414f"
},
"execution_count": 19,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"***** Running Evaluation *****\n",
" Num examples = 400000\n",
" Batch size = 32\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"