Hugging Face's logo

officialthinkingstack
/
Sentence-Matcher-v0.3

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:267
loss:ContrastiveLoss
text-embeddings-inference
Model card Files
xet
 Community
Sentence-Matcher-v0.3
File size: 3,597 Bytes
2eea151
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 17,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.058823529411764705,
      "grad_norm": 1.1143922805786133,
      "learning_rate": 0.0,
      "loss": 0.1007,
      "step": 1
    },
    {
      "epoch": 0.11764705882352941,
      "grad_norm": 1.2392655611038208,
      "learning_rate": 1e-05,
      "loss": 0.1131,
      "step": 2
    },
    {
      "epoch": 0.17647058823529413,
      "grad_norm": 1.21766197681427,
      "learning_rate": 2e-05,
      "loss": 0.099,
      "step": 3
    },
    {
      "epoch": 0.23529411764705882,
      "grad_norm": 1.0714961290359497,
      "learning_rate": 1.866666666666667e-05,
      "loss": 0.0867,
      "step": 4
    },
    {
      "epoch": 0.29411764705882354,
      "grad_norm": 0.8589863777160645,
      "learning_rate": 1.7333333333333336e-05,
      "loss": 0.0682,
      "step": 5
    },
    {
      "epoch": 0.35294117647058826,
      "grad_norm": 0.9731529951095581,
      "learning_rate": 1.6000000000000003e-05,
      "loss": 0.1019,
      "step": 6
    },
    {
      "epoch": 0.4117647058823529,
      "grad_norm": 0.7355734705924988,
      "learning_rate": 1.4666666666666666e-05,
      "loss": 0.0618,
      "step": 7
    },
    {
      "epoch": 0.47058823529411764,
      "grad_norm": 0.70526123046875,
      "learning_rate": 1.3333333333333333e-05,
      "loss": 0.0623,
      "step": 8
    },
    {
      "epoch": 0.5294117647058824,
      "grad_norm": 0.5791162848472595,
      "learning_rate": 1.2e-05,
      "loss": 0.0564,
      "step": 9
    },
    {
      "epoch": 0.5882352941176471,
      "grad_norm": 0.6825107336044312,
      "learning_rate": 1.0666666666666667e-05,
      "loss": 0.0521,
      "step": 10
    },
    {
      "epoch": 0.6470588235294118,
      "grad_norm": 0.5632421970367432,
      "learning_rate": 9.333333333333334e-06,
      "loss": 0.0545,
      "step": 11
    },
    {
      "epoch": 0.7058823529411765,
      "grad_norm": 0.4283078610897064,
      "learning_rate": 8.000000000000001e-06,
      "loss": 0.0335,
      "step": 12
    },
    {
      "epoch": 0.7647058823529411,
      "grad_norm": 0.5495983958244324,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.0593,
      "step": 13
    },
    {
      "epoch": 0.8235294117647058,
      "grad_norm": 0.45312389731407166,
      "learning_rate": 5.333333333333334e-06,
      "loss": 0.0381,
      "step": 14
    },
    {
      "epoch": 0.8823529411764706,
      "grad_norm": 0.397487610578537,
      "learning_rate": 4.000000000000001e-06,
      "loss": 0.0308,
      "step": 15
    },
    {
      "epoch": 0.9411764705882353,
      "grad_norm": 0.5438785552978516,
      "learning_rate": 2.666666666666667e-06,
      "loss": 0.0487,
      "step": 16
    },
    {
      "epoch": 1.0,
      "grad_norm": 0.5302333235740662,
      "learning_rate": 1.3333333333333334e-06,
      "loss": 0.0398,
      "step": 17
    }
  ],
  "logging_steps": 1,
  "max_steps": 17,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}