Model save
Browse files- README.md +70 -0
- generation_config.json +8 -0
- pytorch_model.bin +1 -1
README.md
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-nc-4.0
|
| 3 |
+
base_model: facebook/nllb-200-distilled-600M
|
| 4 |
+
tags:
|
| 5 |
+
- generated_from_trainer
|
| 6 |
+
metrics:
|
| 7 |
+
- bleu
|
| 8 |
+
model-index:
|
| 9 |
+
- name: nllb-200-distilled-600M-finetuned_augmented_MTbak_cleaned_ar-to-en
|
| 10 |
+
results: []
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 14 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 15 |
+
|
| 16 |
+
# nllb-200-distilled-600M-finetuned_augmented_MTbak_cleaned_ar-to-en
|
| 17 |
+
|
| 18 |
+
This model is a fine-tuned version of [facebook/nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M) on an unknown dataset.
|
| 19 |
+
It achieves the following results on the evaluation set:
|
| 20 |
+
- Loss: 0.9003
|
| 21 |
+
- Bleu: 54.3021
|
| 22 |
+
- Gen Len: 39.3817
|
| 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: 2e-05
|
| 42 |
+
- train_batch_size: 8
|
| 43 |
+
- eval_batch_size: 8
|
| 44 |
+
- seed: 42
|
| 45 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 46 |
+
- lr_scheduler_type: linear
|
| 47 |
+
- num_epochs: 10
|
| 48 |
+
|
| 49 |
+
### Training results
|
| 50 |
+
|
| 51 |
+
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|
| 52 |
+
|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
|
| 53 |
+
| 1.1718 | 1.0 | 2071 | 1.0140 | 46.727 | 39.6324 |
|
| 54 |
+
| 1.0097 | 2.0 | 4142 | 0.9450 | 50.6721 | 39.8258 |
|
| 55 |
+
| 0.8944 | 3.0 | 6213 | 0.9171 | 51.0894 | 39.9446 |
|
| 56 |
+
| 0.8192 | 4.0 | 8284 | 0.9010 | 52.8059 | 39.3494 |
|
| 57 |
+
| 0.7689 | 5.0 | 10355 | 0.8980 | 53.1204 | 39.5579 |
|
| 58 |
+
| 0.7511 | 6.0 | 12426 | 0.8946 | 53.5769 | 39.4814 |
|
| 59 |
+
| 0.685 | 7.0 | 14497 | 0.8968 | 53.8032 | 39.6365 |
|
| 60 |
+
| 0.6849 | 8.0 | 16568 | 0.8987 | 54.3402 | 39.5227 |
|
| 61 |
+
| 0.6548 | 9.0 | 18639 | 0.8992 | 54.4944 | 39.5619 |
|
| 62 |
+
| 0.6429 | 10.0 | 20710 | 0.9003 | 54.3021 | 39.3817 |
|
| 63 |
+
|
| 64 |
+
|
| 65 |
+
### Framework versions
|
| 66 |
+
|
| 67 |
+
- Transformers 4.33.0
|
| 68 |
+
- Pytorch 1.13.1
|
| 69 |
+
- Datasets 2.14.4
|
| 70 |
+
- Tokenizers 0.13.3
|
generation_config.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 0,
|
| 3 |
+
"decoder_start_token_id": 2,
|
| 4 |
+
"eos_token_id": 2,
|
| 5 |
+
"max_length": 200,
|
| 6 |
+
"pad_token_id": 1,
|
| 7 |
+
"transformers_version": "4.33.0"
|
| 8 |
+
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 2460468737
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7a5ec06bbe4162625b6bab162a4f5c1bfea973be254415c580ed4d4dcd341c4e
|
| 3 |
size 2460468737
|