Model added
Browse files- README.md +54 -0
- config.json +26 -0
- pytorch_model.bin +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
README.md
ADDED
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
----
|
2 |
+
language:
|
3 |
+
- is
|
4 |
+
thumbnail:
|
5 |
+
tags:
|
6 |
+
- icelandic
|
7 |
+
- qa
|
8 |
+
license:
|
9 |
+
datasets:
|
10 |
+
- ic3
|
11 |
+
- igc
|
12 |
+
metrics:
|
13 |
+
- em
|
14 |
+
- f1
|
15 |
+
widget:
|
16 |
+
- text: "Hverrar trúar var Halldór Laxness ?"
|
17 |
+
context: "Halldór Kiljan Laxness was born in 1902 in Reykjavik , the capital of Iceland , but spent his youth in the country . From the age of seventeen on , he travelled and lived abroad , chiefly on the European continent . He was influenced by expressionism and other modern currents in Germany and France . In the mid-twenties he was converted to Catholicism ; his spiritual experiences are reflected in several books of an autobiographical nature , chiefly Undir Helgahnúk ( Under the Holy Mountain ) , 1924 . In 1927 , he published his first important novel , Vefarinn mikli frá Kasmír ( The Great Weaver from Kashmir ) . Laxness’s religious period did not last long ; during a visit to America he became attracted to socialism . Alþydubókin ( The Book of the People ) , 1929 , is evidence of a change toward a socialist outlook . In 1930 , Laxness settled in Iceland . Laxness’s main achievement consists of three novel cycles written during the thirties , dealing with the people of Iceland . Þú vínviður hreini , 1931 , and Fuglinn í fjörunni , 1932 , ( both translated as Salka Valka ) , tell the story of a poor fisher girl ; Sjálfstætt fólk ( Independent People ) , 1934 - 35 , treats the fortunes of small farmers , whereas the tetralogy Ljós heimsins ( The Light of the World ) , 1937 - 40 , has as its hero an Icelandic folk poet . Laxness’s later works are frequently historical and influenced by the saga tradition : Íslandsklukkan ( The Bell of Iceland ) , 1943 - 46 , Gerpla ( The Happy Warriors ) , 1952 , and Paradísarheimt ( Paradise Reclaimed ) , 1960 . Laxness is also the author of the topical and sharply polemical Atómstöðin ( The Atom Station ) , 1948 ."
|
18 |
+
|
19 |
+
---
|
20 |
+
|
21 |
+
# XLMr-ENIS-QA-IsQ-EnA
|
22 |
+
|
23 |
+
## Model description
|
24 |
+
|
25 |
+
This is an Icelandic reading comprehension Q&A model.
|
26 |
+
|
27 |
+
## Intended uses & limitations
|
28 |
+
|
29 |
+
This model is part of my MSc thesis about Q&A for Icelandic.
|
30 |
+
|
31 |
+
#### How to use
|
32 |
+
|
33 |
+
```python
|
34 |
+
from transformers import AutoTokenizer, AutoModelForQuestionAnswering
|
35 |
+
|
36 |
+
tokenizer = AutoTokenizer.from_pretrained("vesteinn/IceBERT-QA")
|
37 |
+
|
38 |
+
model = AutoModelForQuestionAnswering.from_pretrained("vesteinn/IceBERT-QA")
|
39 |
+
```
|
40 |
+
|
41 |
+
#### Limitations and bias
|
42 |
+
|
43 |
+
## Training data
|
44 |
+
Translated English datasets were used along with the Natural Questions in Icelandic dataset.
|
45 |
+
|
46 |
+
## Training procedure
|
47 |
+
|
48 |
+
## Eval results
|
49 |
+
|
50 |
+
### BibTeX entry and citation info
|
51 |
+
|
52 |
+
```bibtex
|
53 |
+
```
|
54 |
+
|
config.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "/p/project/joaiml/snaebjarnarson1/XLM/chkpt_27_204k",
|
3 |
+
"architectures": [
|
4 |
+
"XLMRobertaForQuestionAnswering"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"eos_token_id": 2,
|
9 |
+
"gradient_checkpointing": false,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"initializer_range": 0.02,
|
14 |
+
"intermediate_size": 3072,
|
15 |
+
"layer_norm_eps": 1e-05,
|
16 |
+
"max_position_embeddings": 514,
|
17 |
+
"model_type": "xlm-roberta",
|
18 |
+
"num_attention_heads": 12,
|
19 |
+
"num_hidden_layers": 12,
|
20 |
+
"pad_token_id": 1,
|
21 |
+
"position_embedding_type": "absolute",
|
22 |
+
"transformers_version": "4.6.0.dev0",
|
23 |
+
"type_vocab_size": 1,
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 50005
|
26 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:21844b75209c199684393f1c8ff7039936d75cf7950fc74fd2201571b6f37ae3
|
3 |
+
size 495517367
|
sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bb65eb67a28974dc307fed538cab36453dc8b0d934755dbdc54af9a9ad019cce
|
3 |
+
size 1051645
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": "<mask>"}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "special_tokens_map_file": "/p/project/joaiml/snaebjarnarson1/XLM/chkpt_27_204k/special_tokens_map.json", "name_or_path": "/p/project/joaiml/snaebjarnarson1/XLM/chkpt_27_204k"}
|