ashm commited on
Commit
8d62701
1 Parent(s): de4d797

Upload 17 files

Browse files
biomed-vlp-eval.svg ADDED
biomed_clip_example.ipynb ADDED
The diff for this file is too large to render. See raw diff
 
example_data/biomed_image_classification_example_data/H_and_E_histopathology.jpg ADDED
example_data/biomed_image_classification_example_data/IHC_histopathology.jpg ADDED
example_data/biomed_image_classification_example_data/adenocarcinoma_histopathology.jpg ADDED
example_data/biomed_image_classification_example_data/bone_X-ray.jpg ADDED
example_data/biomed_image_classification_example_data/brain_MRI.jpg ADDED
example_data/biomed_image_classification_example_data/chest_X-ray.jpg ADDED
example_data/biomed_image_classification_example_data/covid_line_chart.png ADDED
example_data/biomed_image_classification_example_data/pie_chart.png ADDED
example_data/biomed_image_classification_example_data/squamous_cell_carcinoma_histopathology.jpeg ADDED
open_clip_config.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model_cfg": {
3
+ "embed_dim": 512,
4
+ "vision_cfg": {
5
+ "timm_model_name": "vit_base_patch16_224",
6
+ "timm_model_pretrained": false,
7
+ "timm_pool": "",
8
+ "timm_proj": "linear",
9
+ "image_size": 224
10
+ },
11
+ "text_cfg": {
12
+ "hf_model_name": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract",
13
+ "hf_tokenizer_name": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract",
14
+ "proj": "mlp",
15
+ "pooler_type": "cls_last_hidden_state_pooler",
16
+ "context_length": 256
17
+ }
18
+ },
19
+ "preprocess_cfg": {
20
+ "mean": [
21
+ 0.48145466,
22
+ 0.4578275,
23
+ 0.40821073
24
+ ],
25
+ "std": [
26
+ 0.26862954,
27
+ 0.26130258,
28
+ 0.27577711
29
+ ]
30
+ }
31
+ }
open_clip_pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8792dba76fc3a96544a87bb0f76c82167b4ba509d57c08b98b9c9266f764598b
3
+ size 783734497
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 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "clean_up_tokenization_spaces": true,
3
+ "cls_token": "[CLS]",
4
+ "do_basic_tokenize": true,
5
+ "do_lower_case": true,
6
+ "mask_token": "[MASK]",
7
+ "model_max_length": 1000000000000000019884624838656,
8
+ "never_split": null,
9
+ "pad_token": "[PAD]",
10
+ "sep_token": "[SEP]",
11
+ "strip_accents": null,
12
+ "tokenize_chinese_chars": true,
13
+ "tokenizer_class": "BertTokenizer",
14
+ "unk_token": "[UNK]"
15
+ }
vocab.txt ADDED
The diff for this file is too large to render. See raw diff