helenai commited on
Commit
5a308ae
1 Parent(s): 6c15f3d

commit files to HF hub

Browse files
README.md ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - en
4
+ tags:
5
+ - openvino
6
+ ---
7
+
8
+ # csarron/bert-base-uncased-squad-v1
9
+
10
+ This is the [csarron/bert-base-uncased-squad-v1](https://huggingface.co/csarron/bert-base-uncased-squad-v1) model converted to [OpenVINO](https://openvino.ai), for accellerated inference.
11
+
12
+ An example of how to do inference with this model:
13
+
14
+ ```python
15
+ from optimum.intel.openvino import OVModelForQuestionAnswering
16
+ from transformers import AutoTokenizer, pipeline
17
+
18
+ model_id = "csarron/bert-base-uncased-squad-v1"
19
+ tokenizer = AutoTokenizer.from_pretrained(model_id)
20
+ model = OVModelForQuestionAnswering.from_pretrained(new_model_id)
21
+ pipe = pipeline("question-answering", model=model, tokenizer=tokenizer)
22
+ result = pipe(*"What is OpenVINO?", "OpenVINO is a framework that accelerates deep learning inferencing")
23
+ print(result)
24
+ ```
config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "csarron/bert-base-uncased-squad-v1",
3
+ "architectures": [
4
+ "BertForQuestionAnswering"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "gradient_checkpointing": false,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 768,
12
+ "initializer_range": 0.02,
13
+ "intermediate_size": 3072,
14
+ "layer_norm_eps": 1e-12,
15
+ "max_position_embeddings": 512,
16
+ "model_type": "bert",
17
+ "num_attention_heads": 12,
18
+ "num_hidden_layers": 12,
19
+ "pad_token_id": 0,
20
+ "position_embedding_type": "absolute",
21
+ "transformers_version": "4.25.1",
22
+ "type_vocab_size": 2,
23
+ "use_cache": true,
24
+ "vocab_size": 30522
25
+ }
openvino_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:80bbb150a8fb9d6a4bc9bef6e7079bb81d927e45e566bc3a33642454b23d3439
3
+ size 435577004
openvino_model.xml ADDED
The diff for this file is too large to render. See raw diff
 
special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "do_basic_tokenize": true,
4
+ "do_lower_case": true,
5
+ "mask_token": "[MASK]",
6
+ "model_max_length": 512,
7
+ "name_or_path": "csarron/bert-base-uncased-squad-v1",
8
+ "never_split": null,
9
+ "pad_token": "[PAD]",
10
+ "sep_token": "[SEP]",
11
+ "special_tokens_map_file": "/home/helena/.cache/huggingface/hub/models--csarron--bert-base-uncased-squad-v1/snapshots/a39235c4e278ec8b420b46ee11a1ed1a432a7256/special_tokens_map.json",
12
+ "strip_accents": null,
13
+ "tokenize_chinese_chars": true,
14
+ "tokenizer_class": "BertTokenizer",
15
+ "unk_token": "[UNK]"
16
+ }
vocab.txt ADDED
The diff for this file is too large to render. See raw diff