Commit
•
c7b6620
1
Parent(s):
6ec3c1a
End of training
Browse files- README.md +20 -0
- logs/events.out.tfevents.1714001947.obelix +3 -0
- logs/events.out.tfevents.1714021727.obelix +3 -0
- model.safetensors +1 -1
README.md
CHANGED
|
@@ -3,6 +3,8 @@ license: apache-2.0
|
|
| 3 |
base_model: google/flan-t5-base
|
| 4 |
tags:
|
| 5 |
- generated_from_trainer
|
|
|
|
|
|
|
| 6 |
model-index:
|
| 7 |
- name: flan-t5-base-merged
|
| 8 |
results: []
|
|
@@ -14,6 +16,13 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 14 |
# flan-t5-base-merged
|
| 15 |
|
| 16 |
This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
|
| 18 |
## Model description
|
| 19 |
|
|
@@ -41,6 +50,17 @@ The following hyperparameters were used during training:
|
|
| 41 |
- lr_scheduler_warmup_ratio: 0.06
|
| 42 |
- num_epochs: 5
|
| 43 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 44 |
### Framework versions
|
| 45 |
|
| 46 |
- Transformers 4.35.2
|
|
|
|
| 3 |
base_model: google/flan-t5-base
|
| 4 |
tags:
|
| 5 |
- generated_from_trainer
|
| 6 |
+
metrics:
|
| 7 |
+
- rouge
|
| 8 |
model-index:
|
| 9 |
- name: flan-t5-base-merged
|
| 10 |
results: []
|
|
|
|
| 16 |
# flan-t5-base-merged
|
| 17 |
|
| 18 |
This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset.
|
| 19 |
+
It achieves the following results on the evaluation set:
|
| 20 |
+
- Loss: 1.9282
|
| 21 |
+
- Rouge1: 0.4675
|
| 22 |
+
- Rouge2: 0.1579
|
| 23 |
+
- Rougel: 0.4313
|
| 24 |
+
- Bertscore: 0.8652
|
| 25 |
+
- Readability: 13.1666
|
| 26 |
|
| 27 |
## Model description
|
| 28 |
|
|
|
|
| 50 |
- lr_scheduler_warmup_ratio: 0.06
|
| 51 |
- num_epochs: 5
|
| 52 |
|
| 53 |
+
### Training results
|
| 54 |
+
|
| 55 |
+
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Bertscore | Readability |
|
| 56 |
+
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:-----------:|
|
| 57 |
+
| 2.1647 | 1.0 | 3640 | 2.0145 | 0.4602 | 0.1545 | 0.4236 | 0.8626 | 13.5465 |
|
| 58 |
+
| 2.0892 | 2.0 | 7280 | 1.9591 | 0.4620 | 0.1549 | 0.4259 | 0.8636 | 13.3182 |
|
| 59 |
+
| 2.0151 | 3.0 | 10920 | 1.9376 | 0.4663 | 0.1571 | 0.4301 | 0.8648 | 13.2234 |
|
| 60 |
+
| 1.9793 | 4.0 | 14560 | 1.9282 | 0.4699 | 0.1599 | 0.4337 | 0.8656 | 13.1966 |
|
| 61 |
+
| 1.9679 | 5.0 | 18200 | 1.9269 | 0.4683 | 0.1583 | 0.4313 | 0.8653 | 13.2824 |
|
| 62 |
+
|
| 63 |
+
|
| 64 |
### Framework versions
|
| 65 |
|
| 66 |
- Transformers 4.35.2
|
logs/events.out.tfevents.1714001947.obelix
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f8ca924df98838e436d1d247ac6f5c9c9225ef726c62645c3c8daa970ca8e441
|
| 3 |
+
size 15364
|
logs/events.out.tfevents.1714021727.obelix
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d82e1ca8f6b2cd183af8de1157a747e13fc2c86406ea05e36cbb2fde2fcadacd
|
| 3 |
+
size 40
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 990345064
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dbbfbac9c55779e8121eb27391b2ae7959158d59094abbd73a0cb62458d19554
|
| 3 |
size 990345064
|