Update README.md
Browse files
README.md
CHANGED
|
@@ -1,12 +1,49 @@
|
|
| 1 |
---
|
| 2 |
library_name: transformers
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
---
|
| 5 |
|
| 6 |
-
#
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
|
| 11 |
|
| 12 |
## Model Details
|
|
|
|
| 1 |
---
|
| 2 |
library_name: transformers
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
- fr
|
| 6 |
+
tags:
|
| 7 |
+
- translation
|
| 8 |
+
- seq2seq
|
| 9 |
+
metrics:
|
| 10 |
+
- bleu
|
| 11 |
+
model-index:
|
| 12 |
+
- name: lab2_efficient
|
| 13 |
+
results:
|
| 14 |
+
- task:
|
| 15 |
+
type: translation
|
| 16 |
+
metrics:
|
| 17 |
+
- name: BLEU
|
| 18 |
+
type: bleu
|
| 19 |
+
value: 44.113
|
| 20 |
+
- name: Loss
|
| 21 |
+
type: loss
|
| 22 |
+
value: 1.3546
|
| 23 |
---
|
| 24 |
|
| 25 |
+
# lab2_efficient
|
| 26 |
+
|
| 27 |
+
## Hyperparameters
|
| 28 |
+
- learning_rate: 2e-5
|
| 29 |
+
- per_device_train_batch_size: 128
|
| 30 |
+
- effective_batch_size: 128
|
| 31 |
+
- gradient_accumulation_steps: 1
|
| 32 |
+
- weight_decay: 0.1
|
| 33 |
+
- optimizer: adamw_torch
|
| 34 |
+
- fp16: True
|
| 35 |
+
- gradient_checkpointing: True
|
| 36 |
+
- lr_scheduler: cosine
|
| 37 |
+
- warmup_ratio: 0.1
|
| 38 |
+
- max_steps: 100
|
| 39 |
+
|
| 40 |
+
## Results
|
| 41 |
+
| Metric | Value |
|
| 42 |
+
|--------|-------|
|
| 43 |
+
| BLEU | 44.113 |
|
| 44 |
+
| Eval Loss | 1.3546 |
|
| 45 |
+
| Train Steps | 100 |
|
| 46 |
+
| Epoch | 0.0615 |
|
| 47 |
|
| 48 |
|
| 49 |
## Model Details
|