Model save
Browse files
README.md
CHANGED
|
@@ -14,11 +14,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) on an unknown dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
-
- Loss: 3.
|
| 18 |
-
- Gen Len:
|
| 19 |
-
- Rouge-1: 39.
|
| 20 |
-
- Rouge-2:
|
| 21 |
-
- Rouge-l: 38.
|
| 22 |
|
| 23 |
## Model description
|
| 24 |
|
|
@@ -51,14 +51,16 @@ The following hyperparameters were used during training:
|
|
| 51 |
|
| 52 |
| Training Loss | Epoch | Step | Validation Loss | Gen Len | Rouge-1 | Rouge-2 | Rouge-l |
|
| 53 |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:-------:|
|
| 54 |
-
| No log | 1.0 | 642 | 3.
|
| 55 |
-
| No log | 2.0 | 1284 |
|
| 56 |
-
| No log | 3.0 | 1926 | 2.
|
| 57 |
-
| No log | 4.0 | 2568 | 2.
|
| 58 |
-
| No log | 5.0 | 3210 | 2.
|
| 59 |
-
| No log | 6.0 | 3852 | 2.
|
| 60 |
-
| No log | 7.0 | 4494 | 3.
|
| 61 |
-
| 2.
|
|
|
|
|
|
|
| 62 |
|
| 63 |
|
| 64 |
### Framework versions
|
|
|
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) on an unknown dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
+
- Loss: 3.1215
|
| 18 |
+
- Gen Len: 17.3533
|
| 19 |
+
- Rouge-1: 39.1861
|
| 20 |
+
- Rouge-2: 22.0975
|
| 21 |
+
- Rouge-l: 38.4014
|
| 22 |
|
| 23 |
## Model description
|
| 24 |
|
|
|
|
| 51 |
|
| 52 |
| Training Loss | Epoch | Step | Validation Loss | Gen Len | Rouge-1 | Rouge-2 | Rouge-l |
|
| 53 |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:-------:|
|
| 54 |
+
| No log | 1.0 | 642 | 3.3523 | 22.5622 | 28.8044 | 14.6813 | 28.1959 |
|
| 55 |
+
| No log | 2.0 | 1284 | 2.9887 | 22.7422 | 36.6353 | 19.681 | 35.9403 |
|
| 56 |
+
| No log | 3.0 | 1926 | 2.9367 | 20.0578 | 38.6433 | 21.0943 | 37.9327 |
|
| 57 |
+
| No log | 4.0 | 2568 | 2.9503 | 18.5644 | 38.6509 | 21.3031 | 37.8452 |
|
| 58 |
+
| No log | 5.0 | 3210 | 2.9366 | 17.1689 | 38.8973 | 21.9518 | 38.3012 |
|
| 59 |
+
| No log | 6.0 | 3852 | 2.9782 | 19.2489 | 39.5578 | 22.3324 | 38.9385 |
|
| 60 |
+
| No log | 7.0 | 4494 | 3.0080 | 19.0422 | 38.1388 | 21.5059 | 37.4054 |
|
| 61 |
+
| 2.8286 | 8.0 | 5136 | 3.0908 | 18.4667 | 38.7921 | 21.3614 | 38.0183 |
|
| 62 |
+
| 2.8286 | 9.0 | 5778 | 3.1191 | 18.2978 | 39.3199 | 22.3807 | 38.6943 |
|
| 63 |
+
| 2.8286 | 10.0 | 6420 | 3.1215 | 17.3533 | 39.1861 | 22.0975 | 38.4014 |
|
| 64 |
|
| 65 |
|
| 66 |
### Framework versions
|
mbart-large-cc25_prefix_tuning_12_par_bn_rf_4_hiru_structured_first3/adapter_config.json
CHANGED
|
@@ -4,14 +4,14 @@
|
|
| 4 |
"configs": [
|
| 5 |
{
|
| 6 |
"architecture": "prefix_tuning",
|
| 7 |
-
"bottleneck_size":
|
| 8 |
"cross_prefix": true,
|
| 9 |
"dropout": 0.0,
|
| 10 |
"encoder_prefix": true,
|
| 11 |
"flat": false,
|
| 12 |
"leave_out": [],
|
| 13 |
"non_linearity": "tanh",
|
| 14 |
-
"prefix_length":
|
| 15 |
"shared_gating": true,
|
| 16 |
"use_gating": false
|
| 17 |
},
|
|
@@ -49,7 +49,7 @@
|
|
| 49 |
}
|
| 50 |
]
|
| 51 |
},
|
| 52 |
-
"config_id": "
|
| 53 |
"hidden_size": 1024,
|
| 54 |
"model_class": "MBartForConditionalGeneration",
|
| 55 |
"model_name": "facebook/mbart-large-cc25",
|
|
|
|
| 4 |
"configs": [
|
| 5 |
{
|
| 6 |
"architecture": "prefix_tuning",
|
| 7 |
+
"bottleneck_size": 1000,
|
| 8 |
"cross_prefix": true,
|
| 9 |
"dropout": 0.0,
|
| 10 |
"encoder_prefix": true,
|
| 11 |
"flat": false,
|
| 12 |
"leave_out": [],
|
| 13 |
"non_linearity": "tanh",
|
| 14 |
+
"prefix_length": 15,
|
| 15 |
"shared_gating": true,
|
| 16 |
"use_gating": false
|
| 17 |
},
|
|
|
|
| 49 |
}
|
| 50 |
]
|
| 51 |
},
|
| 52 |
+
"config_id": "40d3ac678e297941",
|
| 53 |
"hidden_size": 1024,
|
| 54 |
"model_class": "MBartForConditionalGeneration",
|
| 55 |
"model_name": "facebook/mbart-large-cc25",
|
mbart-large-cc25_prefix_tuning_12_par_bn_rf_4_hiru_structured_first3/pytorch_adapter.bin
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 sha256:0afacd01c1f930016f895cc5a21b021f935ed534936f1f162b7c3a2f1442f539
|
| 3 |
+
size 358334636
|