Auto Upload
Browse files
README.md
CHANGED
@@ -8,13 +8,14 @@ tags:
|
|
8 |
datasets:
|
9 |
- squad_v2
|
10 |
- LLukas22/nq-simplified
|
|
|
11 |
- LLukas22/NLQuAD
|
12 |
- deepset/germanquad
|
13 |
---
|
14 |
|
15 |
# all-MiniLM-L12-v2-qa-all
|
16 |
This model is an extractive qa model.
|
17 |
-
It's a fine-tuned version of [all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2) on the following datasets: [squad_v2](https://huggingface.co/datasets/squad_v2), [LLukas22/nq-simplified](https://huggingface.co/datasets/LLukas22/nq-simplified), [LLukas22/NLQuAD](https://huggingface.co/datasets/LLukas22/NLQuAD), [deepset/germanquad](https://huggingface.co/datasets/deepset/germanquad).
|
18 |
|
19 |
|
20 |
|
@@ -64,12 +65,12 @@ The following hyperparameters were used during training:
|
|
64 |
## Training results
|
65 |
| Epoch | Train Loss | Validation Loss |
|
66 |
| ----- | ---------- | --------------- |
|
67 |
-
| 0 | 3.
|
68 |
|
69 |
## Evaluation results
|
70 |
| Epoch | f1 | exact_match |
|
71 |
| ----- | ----- | ----- |
|
72 |
-
| 0 | 0.
|
73 |
|
74 |
## Framework versions
|
75 |
- Transformers: 4.25.1
|
|
|
8 |
datasets:
|
9 |
- squad_v2
|
10 |
- LLukas22/nq-simplified
|
11 |
+
- newsqa
|
12 |
- LLukas22/NLQuAD
|
13 |
- deepset/germanquad
|
14 |
---
|
15 |
|
16 |
# all-MiniLM-L12-v2-qa-all
|
17 |
This model is an extractive qa model.
|
18 |
+
It's a fine-tuned version of [all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2) on the following datasets: [squad_v2](https://huggingface.co/datasets/squad_v2), [LLukas22/nq-simplified](https://huggingface.co/datasets/LLukas22/nq-simplified), [newsqa](https://huggingface.co/datasets/newsqa), [LLukas22/NLQuAD](https://huggingface.co/datasets/LLukas22/NLQuAD), [deepset/germanquad](https://huggingface.co/datasets/deepset/germanquad).
|
19 |
|
20 |
|
21 |
|
|
|
65 |
## Training results
|
66 |
| Epoch | Train Loss | Validation Loss |
|
67 |
| ----- | ---------- | --------------- |
|
68 |
+
| 0 | 3.76 | 3.02 |
|
69 |
|
70 |
## Evaluation results
|
71 |
| Epoch | f1 | exact_match |
|
72 |
| ----- | ----- | ----- |
|
73 |
+
| 0 | 0.29 | 0.228 |
|
74 |
|
75 |
## Framework versions
|
76 |
- Transformers: 4.25.1
|
lightning_logs/version_1/events.out.tfevents.1678984345.ki-jupyternotebook-8bdd
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f0b3ee4b6b4262b41007f7ac96f0049cb73b39fc096756cb181abf36e33c6bdc
|
3 |
+
size 6565
|
lightning_logs/version_1/hparams.yaml
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{}
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 132923885
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f6daadcc5e76666dc152c58b63a597b5d9ffa4e7170e75610ded58006b936450
|
3 |
size 132923885
|