Update README.md
Browse files
README.md
CHANGED
@@ -23,6 +23,13 @@ Nace en los montes Universales, en la sierra de Albarracín, sobre la rama occid
|
|
23 |
|
24 |
This is a basic implementation of the multilingual model ["ixambert-base-cased"](https://huggingface.co/ixa-ehu/ixambert-base-cased), fine-tuned on SQuAD v1.1, that is able to answer basic factual questions in English, Spanish and Basque. This model reaches a F1 score of 89.1 on the SQuAD 1.1 dev set.
|
25 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
26 |
### Outputs
|
27 |
|
28 |
The model outputs the answer to the question, the start and end positions of the answer in the original context, and a score for the probability for that span of text to be the correct answer. For example:
|
@@ -54,7 +61,6 @@ tokenizer = AutoTokenizer.from_pretrained(model_name)
|
|
54 |
```
|
55 |
batch_size = 8
|
56 |
n_epochs = 3
|
57 |
-
base_LM_model = "ixambert-base-cased"
|
58 |
learning_rate = 2e-5
|
59 |
optimizer = AdamW
|
60 |
lr_schedule = linear
|
|
|
23 |
|
24 |
This is a basic implementation of the multilingual model ["ixambert-base-cased"](https://huggingface.co/ixa-ehu/ixambert-base-cased), fine-tuned on SQuAD v1.1, that is able to answer basic factual questions in English, Spanish and Basque. This model reaches a F1 score of 89.1 on the SQuAD 1.1 dev set.
|
25 |
|
26 |
+
**Language model**: ixambert-base-cased
|
27 |
+
**Languages**: English, Spanish and Basque
|
28 |
+
**Downstream task**: Extractive QA
|
29 |
+
**Training data**: SQuAD v1.1
|
30 |
+
**Eval data**: SQuAD v1.1
|
31 |
+
**Infrastructure**: 1x GeForce RTX 2080
|
32 |
+
|
33 |
### Outputs
|
34 |
|
35 |
The model outputs the answer to the question, the start and end positions of the answer in the original context, and a score for the probability for that span of text to be the correct answer. For example:
|
|
|
61 |
```
|
62 |
batch_size = 8
|
63 |
n_epochs = 3
|
|
|
64 |
learning_rate = 2e-5
|
65 |
optimizer = AdamW
|
66 |
lr_schedule = linear
|