Commit
•
3ee7756
1
Parent(s):
c610991
Pushing fiqa sent bert gpl 10000 steps trained model
Browse files
README.md
CHANGED
@@ -86,7 +86,7 @@ The model was trained with the parameters:
|
|
86 |
|
87 |
**DataLoader**:
|
88 |
|
89 |
-
`torch.utils.data.dataloader.DataLoader` of length
|
90 |
```
|
91 |
{'batch_size': 48, 'sampler': 'torch.utils.data.sampler.SequentialSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
|
92 |
```
|
@@ -107,7 +107,7 @@ Parameters of the fit()-Method:
|
|
107 |
"lr": 2e-05
|
108 |
},
|
109 |
"scheduler": "WarmupLinear",
|
110 |
-
"steps_per_epoch":
|
111 |
"warmup_steps": 1000,
|
112 |
"weight_decay": 0.01
|
113 |
}
|
@@ -118,7 +118,7 @@ Parameters of the fit()-Method:
|
|
118 |
```
|
119 |
SentenceTransformer(
|
120 |
(0): Transformer({'max_seq_length': 350, 'do_lower_case': False}) with Transformer model: RobertaModel
|
121 |
-
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False})
|
122 |
)
|
123 |
```
|
124 |
|
|
|
86 |
|
87 |
**DataLoader**:
|
88 |
|
89 |
+
`torch.utils.data.dataloader.DataLoader` of length 48151 with parameters:
|
90 |
```
|
91 |
{'batch_size': 48, 'sampler': 'torch.utils.data.sampler.SequentialSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
|
92 |
```
|
|
|
107 |
"lr": 2e-05
|
108 |
},
|
109 |
"scheduler": "WarmupLinear",
|
110 |
+
"steps_per_epoch": 50000,
|
111 |
"warmup_steps": 1000,
|
112 |
"weight_decay": 0.01
|
113 |
}
|
|
|
118 |
```
|
119 |
SentenceTransformer(
|
120 |
(0): Transformer({'max_seq_length': 350, 'do_lower_case': False}) with Transformer model: RobertaModel
|
121 |
+
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
|
122 |
)
|
123 |
```
|
124 |
|