Model save
Browse files- README.md +86 -0
- model.safetensors +1 -1
README.md
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
license: mit
|
| 4 |
+
base_model: roberta-base
|
| 5 |
+
tags:
|
| 6 |
+
- generated_from_trainer
|
| 7 |
+
metrics:
|
| 8 |
+
- matthews_correlation
|
| 9 |
+
model-index:
|
| 10 |
+
- name: CoLA-FULL_FT-seed52
|
| 11 |
+
results: []
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 15 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 16 |
+
|
| 17 |
+
# CoLA-FULL_FT-seed52
|
| 18 |
+
|
| 19 |
+
This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
|
| 20 |
+
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 0.5096
|
| 22 |
+
- Matthews Correlation: 0.6243
|
| 23 |
+
|
| 24 |
+
## Model description
|
| 25 |
+
|
| 26 |
+
More information needed
|
| 27 |
+
|
| 28 |
+
## Intended uses & limitations
|
| 29 |
+
|
| 30 |
+
More information needed
|
| 31 |
+
|
| 32 |
+
## Training and evaluation data
|
| 33 |
+
|
| 34 |
+
More information needed
|
| 35 |
+
|
| 36 |
+
## Training procedure
|
| 37 |
+
|
| 38 |
+
### Training hyperparameters
|
| 39 |
+
|
| 40 |
+
The following hyperparameters were used during training:
|
| 41 |
+
- learning_rate: 3e-05
|
| 42 |
+
- train_batch_size: 32
|
| 43 |
+
- eval_batch_size: 32
|
| 44 |
+
- seed: 42
|
| 45 |
+
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 46 |
+
- lr_scheduler_type: linear
|
| 47 |
+
- num_epochs: 5
|
| 48 |
+
|
| 49 |
+
### Training results
|
| 50 |
+
|
| 51 |
+
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|
| 52 |
+
|:-------------:|:------:|:----:|:---------------:|:--------------------:|
|
| 53 |
+
| 0.601 | 0.1866 | 50 | 0.5357 | 0.3677 |
|
| 54 |
+
| 0.4939 | 0.3731 | 100 | 0.4507 | 0.5107 |
|
| 55 |
+
| 0.4695 | 0.5597 | 150 | 0.5413 | 0.5023 |
|
| 56 |
+
| 0.4575 | 0.7463 | 200 | 0.4571 | 0.4852 |
|
| 57 |
+
| 0.4168 | 0.9328 | 250 | 0.5088 | 0.4793 |
|
| 58 |
+
| 0.3487 | 1.1194 | 300 | 0.5122 | 0.5129 |
|
| 59 |
+
| 0.3246 | 1.3060 | 350 | 0.4747 | 0.5547 |
|
| 60 |
+
| 0.3062 | 1.4925 | 400 | 0.4388 | 0.5679 |
|
| 61 |
+
| 0.329 | 1.6791 | 450 | 0.4701 | 0.5600 |
|
| 62 |
+
| 0.2978 | 1.8657 | 500 | 0.4991 | 0.5206 |
|
| 63 |
+
| 0.2628 | 2.0522 | 550 | 0.6130 | 0.5366 |
|
| 64 |
+
| 0.1783 | 2.2388 | 600 | 0.5369 | 0.5880 |
|
| 65 |
+
| 0.218 | 2.4254 | 650 | 0.5440 | 0.6035 |
|
| 66 |
+
| 0.2125 | 2.6119 | 700 | 0.5582 | 0.5994 |
|
| 67 |
+
| 0.1886 | 2.7985 | 750 | 0.5096 | 0.6243 |
|
| 68 |
+
| 0.1935 | 2.9851 | 800 | 0.5404 | 0.5727 |
|
| 69 |
+
| 0.1393 | 3.1716 | 850 | 0.5751 | 0.6026 |
|
| 70 |
+
| 0.1425 | 3.3582 | 900 | 0.5575 | 0.6046 |
|
| 71 |
+
| 0.1289 | 3.5448 | 950 | 0.8048 | 0.5296 |
|
| 72 |
+
| 0.1262 | 3.7313 | 1000 | 0.6417 | 0.5976 |
|
| 73 |
+
| 0.1313 | 3.9179 | 1050 | 0.5886 | 0.6012 |
|
| 74 |
+
| 0.1145 | 4.1045 | 1100 | 0.7044 | 0.5992 |
|
| 75 |
+
| 0.0759 | 4.2910 | 1150 | 0.7681 | 0.5957 |
|
| 76 |
+
| 0.0932 | 4.4776 | 1200 | 0.7648 | 0.5946 |
|
| 77 |
+
| 0.0686 | 4.6642 | 1250 | 0.7940 | 0.5889 |
|
| 78 |
+
| 0.0758 | 4.8507 | 1300 | 0.8412 | 0.5981 |
|
| 79 |
+
|
| 80 |
+
|
| 81 |
+
### Framework versions
|
| 82 |
+
|
| 83 |
+
- Transformers 4.54.1
|
| 84 |
+
- Pytorch 2.5.1+cu121
|
| 85 |
+
- Datasets 4.0.0
|
| 86 |
+
- Tokenizers 0.21.4
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 498612824
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a9d9079cfc698899752d145ab8fe77561f26ff79813c0faa2514caf32d681449
|
| 3 |
size 498612824
|