End of training
Browse files- README.md +2 -2
 - all_results.json +9 -9
 - config.json +1 -1
 - eval_results.json +5 -5
 - model.safetensors +2 -2
 - train_results.json +4 -4
 - trainer_state.json +71 -71
 
    	
        README.md
    CHANGED
    
    | 
         @@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. --> 
     | 
|
| 18 | 
         | 
| 19 | 
         
             
            This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
         
     | 
| 20 | 
         
             
            It achieves the following results on the evaluation set:
         
     | 
| 21 | 
         
            -
            - Loss: 0. 
     | 
| 22 | 
         
            -
            - Accuracy: 0. 
     | 
| 23 | 
         | 
| 24 | 
         
             
            ## Model description
         
     | 
| 25 | 
         | 
| 
         | 
|
| 18 | 
         | 
| 19 | 
         
             
            This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
         
     | 
| 20 | 
         
             
            It achieves the following results on the evaluation set:
         
     | 
| 21 | 
         
            +
            - Loss: 0.7135
         
     | 
| 22 | 
         
            +
            - Accuracy: 0.7981
         
     | 
| 23 | 
         | 
| 24 | 
         
             
            ## Model description
         
     | 
| 25 | 
         | 
    	
        all_results.json
    CHANGED
    
    | 
         @@ -1,15 +1,15 @@ 
     | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
             
                "epoch": 5.0,
         
     | 
| 3 | 
         
            -
                "eval_accuracy": 0. 
     | 
| 4 | 
         
            -
                "eval_loss": 0. 
     | 
| 5 | 
         
            -
                "eval_runtime":  
     | 
| 6 | 
         
             
                "eval_samples": 8605,
         
     | 
| 7 | 
         
            -
                "eval_samples_per_second":  
     | 
| 8 | 
         
            -
                "eval_steps_per_second":  
     | 
| 9 | 
         
             
                "total_flos": 4.52871045169152e+16,
         
     | 
| 10 | 
         
            -
                "train_loss": 0. 
     | 
| 11 | 
         
            -
                "train_runtime":  
     | 
| 12 | 
         
             
                "train_samples": 34420,
         
     | 
| 13 | 
         
            -
                "train_samples_per_second":  
     | 
| 14 | 
         
            -
                "train_steps_per_second": 2. 
     | 
| 15 | 
         
             
            }
         
     | 
| 
         | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
             
                "epoch": 5.0,
         
     | 
| 3 | 
         
            +
                "eval_accuracy": 0.7981406159209762,
         
     | 
| 4 | 
         
            +
                "eval_loss": 0.713493287563324,
         
     | 
| 5 | 
         
            +
                "eval_runtime": 8.9062,
         
     | 
| 6 | 
         
             
                "eval_samples": 8605,
         
     | 
| 7 | 
         
            +
                "eval_samples_per_second": 966.185,
         
     | 
| 8 | 
         
            +
                "eval_steps_per_second": 7.635,
         
     | 
| 9 | 
         
             
                "total_flos": 4.52871045169152e+16,
         
     | 
| 10 | 
         
            +
                "train_loss": 0.846687467213457,
         
     | 
| 11 | 
         
            +
                "train_runtime": 657.9188,
         
     | 
| 12 | 
         
             
                "train_samples": 34420,
         
     | 
| 13 | 
         
            +
                "train_samples_per_second": 261.582,
         
     | 
| 14 | 
         
            +
                "train_steps_per_second": 2.044
         
     | 
| 15 | 
         
             
            }
         
     | 
    	
        config.json
    CHANGED
    
    | 
         @@ -61,7 +61,7 @@ 
     | 
|
| 61 | 
         
             
              "pooler_type": "first_token_transform",
         
     | 
| 62 | 
         
             
              "position_embedding_type": "absolute",
         
     | 
| 63 | 
         
             
              "problem_type": "single_label_classification",
         
     | 
| 64 | 
         
            -
              "torch_dtype": " 
     | 
| 65 | 
         
             
              "transformers_version": "4.49.0.dev0",
         
     | 
| 66 | 
         
             
              "type_vocab_size": 2,
         
     | 
| 67 | 
         
             
              "use_cache": true,
         
     | 
| 
         | 
|
| 61 | 
         
             
              "pooler_type": "first_token_transform",
         
     | 
| 62 | 
         
             
              "position_embedding_type": "absolute",
         
     | 
| 63 | 
         
             
              "problem_type": "single_label_classification",
         
     | 
| 64 | 
         
            +
              "torch_dtype": "float16",
         
     | 
| 65 | 
         
             
              "transformers_version": "4.49.0.dev0",
         
     | 
| 66 | 
         
             
              "type_vocab_size": 2,
         
     | 
| 67 | 
         
             
              "use_cache": true,
         
     | 
    	
        eval_results.json
    CHANGED
    
    | 
         @@ -1,9 +1,9 @@ 
     | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
             
                "epoch": 5.0,
         
     | 
| 3 | 
         
            -
                "eval_accuracy": 0. 
     | 
| 4 | 
         
            -
                "eval_loss": 0. 
     | 
| 5 | 
         
            -
                "eval_runtime":  
     | 
| 6 | 
         
             
                "eval_samples": 8605,
         
     | 
| 7 | 
         
            -
                "eval_samples_per_second":  
     | 
| 8 | 
         
            -
                "eval_steps_per_second":  
     | 
| 9 | 
         
             
            }
         
     | 
| 
         | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
             
                "epoch": 5.0,
         
     | 
| 3 | 
         
            +
                "eval_accuracy": 0.7981406159209762,
         
     | 
| 4 | 
         
            +
                "eval_loss": 0.713493287563324,
         
     | 
| 5 | 
         
            +
                "eval_runtime": 8.9062,
         
     | 
| 6 | 
         
             
                "eval_samples": 8605,
         
     | 
| 7 | 
         
            +
                "eval_samples_per_second": 966.185,
         
     | 
| 8 | 
         
            +
                "eval_steps_per_second": 7.635
         
     | 
| 9 | 
         
             
            }
         
     | 
    	
        model.safetensors
    CHANGED
    
    | 
         @@ -1,3 +1,3 @@ 
     | 
|
| 1 | 
         
             
            version https://git-lfs.github.com/spec/v1
         
     | 
| 2 | 
         
            -
            oid sha256: 
     | 
| 3 | 
         
            -
            size  
     | 
| 
         | 
|
| 1 | 
         
             
            version https://git-lfs.github.com/spec/v1
         
     | 
| 2 | 
         
            +
            oid sha256:9125bf178a92f532d8d8b4d53ad9c709a765e3daff0466d4e9873e7dd8bf53d8
         
     | 
| 3 | 
         
            +
            size 355755032
         
     | 
    	
        train_results.json
    CHANGED
    
    | 
         @@ -1,9 +1,9 @@ 
     | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
             
                "epoch": 5.0,
         
     | 
| 3 | 
         
             
                "total_flos": 4.52871045169152e+16,
         
     | 
| 4 | 
         
            -
                "train_loss": 0. 
     | 
| 5 | 
         
            -
                "train_runtime":  
     | 
| 6 | 
         
             
                "train_samples": 34420,
         
     | 
| 7 | 
         
            -
                "train_samples_per_second":  
     | 
| 8 | 
         
            -
                "train_steps_per_second": 2. 
     | 
| 9 | 
         
             
            }
         
     | 
| 
         | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
             
                "epoch": 5.0,
         
     | 
| 3 | 
         
             
                "total_flos": 4.52871045169152e+16,
         
     | 
| 4 | 
         
            +
                "train_loss": 0.846687467213457,
         
     | 
| 5 | 
         
            +
                "train_runtime": 657.9188,
         
     | 
| 6 | 
         
             
                "train_samples": 34420,
         
     | 
| 7 | 
         
            +
                "train_samples_per_second": 261.582,
         
     | 
| 8 | 
         
            +
                "train_steps_per_second": 2.044
         
     | 
| 9 | 
         
             
            }
         
     | 
    	
        trainer_state.json
    CHANGED
    
    | 
         @@ -1,6 +1,6 @@ 
     | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
            -
              "best_metric": 0. 
     | 
| 3 | 
         
            -
              "best_model_checkpoint": "./ 
     | 
| 4 | 
         
             
              "epoch": 5.0,
         
     | 
| 5 | 
         
             
              "eval_steps": 500,
         
     | 
| 6 | 
         
             
              "global_step": 1345,
         
     | 
| 
         @@ -10,148 +10,148 @@ 
     | 
|
| 10 | 
         
             
              "log_history": [
         
     | 
| 11 | 
         
             
                {
         
     | 
| 12 | 
         
             
                  "epoch": 0.37174721189591076,
         
     | 
| 13 | 
         
            -
                  "grad_norm": 3. 
     | 
| 14 | 
         
            -
                  "learning_rate":  
     | 
| 15 | 
         
            -
                  "loss": 2. 
     | 
| 16 | 
         
             
                  "step": 100
         
     | 
| 17 | 
         
             
                },
         
     | 
| 18 | 
         
             
                {
         
     | 
| 19 | 
         
             
                  "epoch": 0.7434944237918215,
         
     | 
| 20 | 
         
            -
                  "grad_norm":  
     | 
| 21 | 
         
            -
                  "learning_rate":  
     | 
| 22 | 
         
            -
                  "loss": 1. 
     | 
| 23 | 
         
             
                  "step": 200
         
     | 
| 24 | 
         
             
                },
         
     | 
| 25 | 
         
             
                {
         
     | 
| 26 | 
         
             
                  "epoch": 1.0,
         
     | 
| 27 | 
         
            -
                  "eval_accuracy": 0. 
     | 
| 28 | 
         
            -
                  "eval_loss": 0. 
     | 
| 29 | 
         
            -
                  "eval_runtime": 9. 
     | 
| 30 | 
         
            -
                  "eval_samples_per_second":  
     | 
| 31 | 
         
            -
                  "eval_steps_per_second":  
     | 
| 32 | 
         
             
                  "step": 269
         
     | 
| 33 | 
         
             
                },
         
     | 
| 34 | 
         
             
                {
         
     | 
| 35 | 
         
             
                  "epoch": 1.1152416356877324,
         
     | 
| 36 | 
         
            -
                  "grad_norm": 4. 
     | 
| 37 | 
         
            -
                  "learning_rate":  
     | 
| 38 | 
         
            -
                  "loss": 0. 
     | 
| 39 | 
         
             
                  "step": 300
         
     | 
| 40 | 
         
             
                },
         
     | 
| 41 | 
         
             
                {
         
     | 
| 42 | 
         
             
                  "epoch": 1.486988847583643,
         
     | 
| 43 | 
         
            -
                  "grad_norm":  
     | 
| 44 | 
         
            -
                  "learning_rate":  
     | 
| 45 | 
         
            -
                  "loss": 0. 
     | 
| 46 | 
         
             
                  "step": 400
         
     | 
| 47 | 
         
             
                },
         
     | 
| 48 | 
         
             
                {
         
     | 
| 49 | 
         
             
                  "epoch": 1.858736059479554,
         
     | 
| 50 | 
         
            -
                  "grad_norm": 4. 
     | 
| 51 | 
         
            -
                  "learning_rate":  
     | 
| 52 | 
         
            -
                  "loss": 0. 
     | 
| 53 | 
         
             
                  "step": 500
         
     | 
| 54 | 
         
             
                },
         
     | 
| 55 | 
         
             
                {
         
     | 
| 56 | 
         
             
                  "epoch": 2.0,
         
     | 
| 57 | 
         
            -
                  "eval_accuracy": 0. 
     | 
| 58 | 
         
            -
                  "eval_loss": 0. 
     | 
| 59 | 
         
            -
                  "eval_runtime": 9. 
     | 
| 60 | 
         
            -
                  "eval_samples_per_second":  
     | 
| 61 | 
         
            -
                  "eval_steps_per_second":  
     | 
| 62 | 
         
             
                  "step": 538
         
     | 
| 63 | 
         
             
                },
         
     | 
| 64 | 
         
             
                {
         
     | 
| 65 | 
         
             
                  "epoch": 2.2304832713754648,
         
     | 
| 66 | 
         
            -
                  "grad_norm":  
     | 
| 67 | 
         
            -
                  "learning_rate":  
     | 
| 68 | 
         
            -
                  "loss": 0. 
     | 
| 69 | 
         
             
                  "step": 600
         
     | 
| 70 | 
         
             
                },
         
     | 
| 71 | 
         
             
                {
         
     | 
| 72 | 
         
             
                  "epoch": 2.6022304832713754,
         
     | 
| 73 | 
         
            -
                  "grad_norm":  
     | 
| 74 | 
         
            -
                  "learning_rate":  
     | 
| 75 | 
         
            -
                  "loss": 0. 
     | 
| 76 | 
         
             
                  "step": 700
         
     | 
| 77 | 
         
             
                },
         
     | 
| 78 | 
         
             
                {
         
     | 
| 79 | 
         
             
                  "epoch": 2.973977695167286,
         
     | 
| 80 | 
         
            -
                  "grad_norm": 5. 
     | 
| 81 | 
         
            -
                  "learning_rate":  
     | 
| 82 | 
         
            -
                  "loss": 0. 
     | 
| 83 | 
         
             
                  "step": 800
         
     | 
| 84 | 
         
             
                },
         
     | 
| 85 | 
         
             
                {
         
     | 
| 86 | 
         
             
                  "epoch": 3.0,
         
     | 
| 87 | 
         
            -
                  "eval_accuracy": 0. 
     | 
| 88 | 
         
            -
                  "eval_loss": 0. 
     | 
| 89 | 
         
            -
                  "eval_runtime": 9. 
     | 
| 90 | 
         
            -
                  "eval_samples_per_second":  
     | 
| 91 | 
         
            -
                  "eval_steps_per_second":  
     | 
| 92 | 
         
             
                  "step": 807
         
     | 
| 93 | 
         
             
                },
         
     | 
| 94 | 
         
             
                {
         
     | 
| 95 | 
         
             
                  "epoch": 3.345724907063197,
         
     | 
| 96 | 
         
            -
                  "grad_norm":  
     | 
| 97 | 
         
            -
                  "learning_rate":  
     | 
| 98 | 
         
            -
                  "loss": 0. 
     | 
| 99 | 
         
             
                  "step": 900
         
     | 
| 100 | 
         
             
                },
         
     | 
| 101 | 
         
             
                {
         
     | 
| 102 | 
         
             
                  "epoch": 3.717472118959108,
         
     | 
| 103 | 
         
            -
                  "grad_norm": 7. 
     | 
| 104 | 
         
            -
                  "learning_rate":  
     | 
| 105 | 
         
            -
                  "loss": 0. 
     | 
| 106 | 
         
             
                  "step": 1000
         
     | 
| 107 | 
         
             
                },
         
     | 
| 108 | 
         
             
                {
         
     | 
| 109 | 
         
             
                  "epoch": 4.0,
         
     | 
| 110 | 
         
            -
                  "eval_accuracy": 0. 
     | 
| 111 | 
         
            -
                  "eval_loss": 0. 
     | 
| 112 | 
         
            -
                  "eval_runtime":  
     | 
| 113 | 
         
            -
                  "eval_samples_per_second":  
     | 
| 114 | 
         
            -
                  "eval_steps_per_second":  
     | 
| 115 | 
         
             
                  "step": 1076
         
     | 
| 116 | 
         
             
                },
         
     | 
| 117 | 
         
             
                {
         
     | 
| 118 | 
         
             
                  "epoch": 4.089219330855019,
         
     | 
| 119 | 
         
            -
                  "grad_norm": 7. 
     | 
| 120 | 
         
            -
                  "learning_rate":  
     | 
| 121 | 
         
            -
                  "loss": 0. 
     | 
| 122 | 
         
             
                  "step": 1100
         
     | 
| 123 | 
         
             
                },
         
     | 
| 124 | 
         
             
                {
         
     | 
| 125 | 
         
             
                  "epoch": 4.4609665427509295,
         
     | 
| 126 | 
         
            -
                  "grad_norm": 6. 
     | 
| 127 | 
         
            -
                  "learning_rate":  
     | 
| 128 | 
         
            -
                  "loss": 0. 
     | 
| 129 | 
         
             
                  "step": 1200
         
     | 
| 130 | 
         
             
                },
         
     | 
| 131 | 
         
             
                {
         
     | 
| 132 | 
         
             
                  "epoch": 4.83271375464684,
         
     | 
| 133 | 
         
            -
                  "grad_norm":  
     | 
| 134 | 
         
            -
                  "learning_rate":  
     | 
| 135 | 
         
            -
                  "loss": 0. 
     | 
| 136 | 
         
             
                  "step": 1300
         
     | 
| 137 | 
         
             
                },
         
     | 
| 138 | 
         
             
                {
         
     | 
| 139 | 
         
             
                  "epoch": 5.0,
         
     | 
| 140 | 
         
            -
                  "eval_accuracy": 0. 
     | 
| 141 | 
         
            -
                  "eval_loss": 0. 
     | 
| 142 | 
         
            -
                  "eval_runtime": 9. 
     | 
| 143 | 
         
            -
                  "eval_samples_per_second":  
     | 
| 144 | 
         
            -
                  "eval_steps_per_second":  
     | 
| 145 | 
         
             
                  "step": 1345
         
     | 
| 146 | 
         
             
                },
         
     | 
| 147 | 
         
             
                {
         
     | 
| 148 | 
         
             
                  "epoch": 5.0,
         
     | 
| 149 | 
         
             
                  "step": 1345,
         
     | 
| 150 | 
         
             
                  "total_flos": 4.52871045169152e+16,
         
     | 
| 151 | 
         
            -
                  "train_loss": 0. 
     | 
| 152 | 
         
            -
                  "train_runtime":  
     | 
| 153 | 
         
            -
                  "train_samples_per_second":  
     | 
| 154 | 
         
            -
                  "train_steps_per_second": 2. 
     | 
| 155 | 
         
             
                }
         
     | 
| 156 | 
         
             
              ],
         
     | 
| 157 | 
         
             
              "logging_steps": 100,
         
     | 
| 
         @@ -172,7 +172,7 @@ 
     | 
|
| 172 | 
         
             
                }
         
     | 
| 173 | 
         
             
              },
         
     | 
| 174 | 
         
             
              "total_flos": 4.52871045169152e+16,
         
     | 
| 175 | 
         
            -
              "train_batch_size":  
     | 
| 176 | 
         
             
              "trial_name": null,
         
     | 
| 177 | 
         
             
              "trial_params": null
         
     | 
| 178 | 
         
             
            }
         
     | 
| 
         | 
|
| 1 | 
         
             
            {
         
     | 
| 2 | 
         
            +
              "best_metric": 0.7983730389308542,
         
     | 
| 3 | 
         
            +
              "best_model_checkpoint": "./sdg-classifier/checkpoint-1076",
         
     | 
| 4 | 
         
             
              "epoch": 5.0,
         
     | 
| 5 | 
         
             
              "eval_steps": 500,
         
     | 
| 6 | 
         
             
              "global_step": 1345,
         
     | 
| 
         | 
|
| 10 | 
         
             
              "log_history": [
         
     | 
| 11 | 
         
             
                {
         
     | 
| 12 | 
         
             
                  "epoch": 0.37174721189591076,
         
     | 
| 13 | 
         
            +
                  "grad_norm": 3.068047046661377,
         
     | 
| 14 | 
         
            +
                  "learning_rate": 1.4370370370370372e-05,
         
     | 
| 15 | 
         
            +
                  "loss": 2.5931,
         
     | 
| 16 | 
         
             
                  "step": 100
         
     | 
| 17 | 
         
             
                },
         
     | 
| 18 | 
         
             
                {
         
     | 
| 19 | 
         
             
                  "epoch": 0.7434944237918215,
         
     | 
| 20 | 
         
            +
                  "grad_norm": 4.889872074127197,
         
     | 
| 21 | 
         
            +
                  "learning_rate": 1.897520661157025e-05,
         
     | 
| 22 | 
         
            +
                  "loss": 1.2927,
         
     | 
| 23 | 
         
             
                  "step": 200
         
     | 
| 24 | 
         
             
                },
         
     | 
| 25 | 
         
             
                {
         
     | 
| 26 | 
         
             
                  "epoch": 1.0,
         
     | 
| 27 | 
         
            +
                  "eval_accuracy": 0.7515398024404416,
         
     | 
| 28 | 
         
            +
                  "eval_loss": 0.8947181105613708,
         
     | 
| 29 | 
         
            +
                  "eval_runtime": 9.4625,
         
     | 
| 30 | 
         
            +
                  "eval_samples_per_second": 909.378,
         
     | 
| 31 | 
         
            +
                  "eval_steps_per_second": 7.186,
         
     | 
| 32 | 
         
             
                  "step": 269
         
     | 
| 33 | 
         
             
                },
         
     | 
| 34 | 
         
             
                {
         
     | 
| 35 | 
         
             
                  "epoch": 1.1152416356877324,
         
     | 
| 36 | 
         
            +
                  "grad_norm": 4.267650604248047,
         
     | 
| 37 | 
         
            +
                  "learning_rate": 1.732231404958678e-05,
         
     | 
| 38 | 
         
            +
                  "loss": 0.9586,
         
     | 
| 39 | 
         
             
                  "step": 300
         
     | 
| 40 | 
         
             
                },
         
     | 
| 41 | 
         
             
                {
         
     | 
| 42 | 
         
             
                  "epoch": 1.486988847583643,
         
     | 
| 43 | 
         
            +
                  "grad_norm": 5.622753620147705,
         
     | 
| 44 | 
         
            +
                  "learning_rate": 1.566942148760331e-05,
         
     | 
| 45 | 
         
            +
                  "loss": 0.8529,
         
     | 
| 46 | 
         
             
                  "step": 400
         
     | 
| 47 | 
         
             
                },
         
     | 
| 48 | 
         
             
                {
         
     | 
| 49 | 
         
             
                  "epoch": 1.858736059479554,
         
     | 
| 50 | 
         
            +
                  "grad_norm": 4.57409143447876,
         
     | 
| 51 | 
         
            +
                  "learning_rate": 1.4016528925619836e-05,
         
     | 
| 52 | 
         
            +
                  "loss": 0.7953,
         
     | 
| 53 | 
         
             
                  "step": 500
         
     | 
| 54 | 
         
             
                },
         
     | 
| 55 | 
         
             
                {
         
     | 
| 56 | 
         
             
                  "epoch": 2.0,
         
     | 
| 57 | 
         
            +
                  "eval_accuracy": 0.7795467751307379,
         
     | 
| 58 | 
         
            +
                  "eval_loss": 0.7700016498565674,
         
     | 
| 59 | 
         
            +
                  "eval_runtime": 9.1997,
         
     | 
| 60 | 
         
            +
                  "eval_samples_per_second": 935.353,
         
     | 
| 61 | 
         
            +
                  "eval_steps_per_second": 7.392,
         
     | 
| 62 | 
         
             
                  "step": 538
         
     | 
| 63 | 
         
             
                },
         
     | 
| 64 | 
         
             
                {
         
     | 
| 65 | 
         
             
                  "epoch": 2.2304832713754648,
         
     | 
| 66 | 
         
            +
                  "grad_norm": 5.621212005615234,
         
     | 
| 67 | 
         
            +
                  "learning_rate": 1.2363636363636364e-05,
         
     | 
| 68 | 
         
            +
                  "loss": 0.7169,
         
     | 
| 69 | 
         
             
                  "step": 600
         
     | 
| 70 | 
         
             
                },
         
     | 
| 71 | 
         
             
                {
         
     | 
| 72 | 
         
             
                  "epoch": 2.6022304832713754,
         
     | 
| 73 | 
         
            +
                  "grad_norm": 7.005183696746826,
         
     | 
| 74 | 
         
            +
                  "learning_rate": 1.0710743801652894e-05,
         
     | 
| 75 | 
         
            +
                  "loss": 0.666,
         
     | 
| 76 | 
         
             
                  "step": 700
         
     | 
| 77 | 
         
             
                },
         
     | 
| 78 | 
         
             
                {
         
     | 
| 79 | 
         
             
                  "epoch": 2.973977695167286,
         
     | 
| 80 | 
         
            +
                  "grad_norm": 5.196578025817871,
         
     | 
| 81 | 
         
            +
                  "learning_rate": 9.057851239669422e-06,
         
     | 
| 82 | 
         
            +
                  "loss": 0.6549,
         
     | 
| 83 | 
         
             
                  "step": 800
         
     | 
| 84 | 
         
             
                },
         
     | 
| 85 | 
         
             
                {
         
     | 
| 86 | 
         
             
                  "epoch": 3.0,
         
     | 
| 87 | 
         
            +
                  "eval_accuracy": 0.7937245787332946,
         
     | 
| 88 | 
         
            +
                  "eval_loss": 0.7241168022155762,
         
     | 
| 89 | 
         
            +
                  "eval_runtime": 9.2798,
         
     | 
| 90 | 
         
            +
                  "eval_samples_per_second": 927.284,
         
     | 
| 91 | 
         
            +
                  "eval_steps_per_second": 7.328,
         
     | 
| 92 | 
         
             
                  "step": 807
         
     | 
| 93 | 
         
             
                },
         
     | 
| 94 | 
         
             
                {
         
     | 
| 95 | 
         
             
                  "epoch": 3.345724907063197,
         
     | 
| 96 | 
         
            +
                  "grad_norm": 4.715315341949463,
         
     | 
| 97 | 
         
            +
                  "learning_rate": 7.40495867768595e-06,
         
     | 
| 98 | 
         
            +
                  "loss": 0.5591,
         
     | 
| 99 | 
         
             
                  "step": 900
         
     | 
| 100 | 
         
             
                },
         
     | 
| 101 | 
         
             
                {
         
     | 
| 102 | 
         
             
                  "epoch": 3.717472118959108,
         
     | 
| 103 | 
         
            +
                  "grad_norm": 7.226228713989258,
         
     | 
| 104 | 
         
            +
                  "learning_rate": 5.7520661157024795e-06,
         
     | 
| 105 | 
         
            +
                  "loss": 0.5658,
         
     | 
| 106 | 
         
             
                  "step": 1000
         
     | 
| 107 | 
         
             
                },
         
     | 
| 108 | 
         
             
                {
         
     | 
| 109 | 
         
             
                  "epoch": 4.0,
         
     | 
| 110 | 
         
            +
                  "eval_accuracy": 0.7983730389308542,
         
     | 
| 111 | 
         
            +
                  "eval_loss": 0.7134895920753479,
         
     | 
| 112 | 
         
            +
                  "eval_runtime": 9.1183,
         
     | 
| 113 | 
         
            +
                  "eval_samples_per_second": 943.703,
         
     | 
| 114 | 
         
            +
                  "eval_steps_per_second": 7.458,
         
     | 
| 115 | 
         
             
                  "step": 1076
         
     | 
| 116 | 
         
             
                },
         
     | 
| 117 | 
         
             
                {
         
     | 
| 118 | 
         
             
                  "epoch": 4.089219330855019,
         
     | 
| 119 | 
         
            +
                  "grad_norm": 7.13743782043457,
         
     | 
| 120 | 
         
            +
                  "learning_rate": 4.099173553719009e-06,
         
     | 
| 121 | 
         
            +
                  "loss": 0.542,
         
     | 
| 122 | 
         
             
                  "step": 1100
         
     | 
| 123 | 
         
             
                },
         
     | 
| 124 | 
         
             
                {
         
     | 
| 125 | 
         
             
                  "epoch": 4.4609665427509295,
         
     | 
| 126 | 
         
            +
                  "grad_norm": 6.263808727264404,
         
     | 
| 127 | 
         
            +
                  "learning_rate": 2.4462809917355375e-06,
         
     | 
| 128 | 
         
            +
                  "loss": 0.4922,
         
     | 
| 129 | 
         
             
                  "step": 1200
         
     | 
| 130 | 
         
             
                },
         
     | 
| 131 | 
         
             
                {
         
     | 
| 132 | 
         
             
                  "epoch": 4.83271375464684,
         
     | 
| 133 | 
         
            +
                  "grad_norm": 7.6533989906311035,
         
     | 
| 134 | 
         
            +
                  "learning_rate": 7.933884297520662e-07,
         
     | 
| 135 | 
         
            +
                  "loss": 0.4799,
         
     | 
| 136 | 
         
             
                  "step": 1300
         
     | 
| 137 | 
         
             
                },
         
     | 
| 138 | 
         
             
                {
         
     | 
| 139 | 
         
             
                  "epoch": 5.0,
         
     | 
| 140 | 
         
            +
                  "eval_accuracy": 0.7940732132481115,
         
     | 
| 141 | 
         
            +
                  "eval_loss": 0.7142194509506226,
         
     | 
| 142 | 
         
            +
                  "eval_runtime": 9.2321,
         
     | 
| 143 | 
         
            +
                  "eval_samples_per_second": 932.07,
         
     | 
| 144 | 
         
            +
                  "eval_steps_per_second": 7.366,
         
     | 
| 145 | 
         
             
                  "step": 1345
         
     | 
| 146 | 
         
             
                },
         
     | 
| 147 | 
         
             
                {
         
     | 
| 148 | 
         
             
                  "epoch": 5.0,
         
     | 
| 149 | 
         
             
                  "step": 1345,
         
     | 
| 150 | 
         
             
                  "total_flos": 4.52871045169152e+16,
         
     | 
| 151 | 
         
            +
                  "train_loss": 0.846687467213457,
         
     | 
| 152 | 
         
            +
                  "train_runtime": 657.9188,
         
     | 
| 153 | 
         
            +
                  "train_samples_per_second": 261.582,
         
     | 
| 154 | 
         
            +
                  "train_steps_per_second": 2.044
         
     | 
| 155 | 
         
             
                }
         
     | 
| 156 | 
         
             
              ],
         
     | 
| 157 | 
         
             
              "logging_steps": 100,
         
     | 
| 
         | 
|
| 172 | 
         
             
                }
         
     | 
| 173 | 
         
             
              },
         
     | 
| 174 | 
         
             
              "total_flos": 4.52871045169152e+16,
         
     | 
| 175 | 
         
            +
              "train_batch_size": 128,
         
     | 
| 176 | 
         
             
              "trial_name": null,
         
     | 
| 177 | 
         
             
              "trial_params": null
         
     | 
| 178 | 
         
             
            }
         
     |