Hugging Face's logo

keras
/
all_mpnet_base_v2

KerasHub
Model card Files
xet
 Community
laxmareddyp commited on
Commit
bc4df73
·
verified ·
1 Parent(s): d2ec8db

Upload folder using huggingface_hub

Browse files
Files changed (8) hide show
  1. README.md +20 -0
  2. assets/tokenizer/vocabulary.txt +0 -0
  3. config.json +25 -0
  4. metadata.json +9 -0
  5. model.weights.h5 +3 -0
  6. preprocessor.json +47 -0
  7. task.json +82 -0
  8. tokenizer.json +27 -0
README.md ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: keras-hub
3
+ ---
4
+ This is a [`MPNet` model](https://keras.io/api/keras_hub/models/mp_net) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
5
+ This model is related to a `TextEmbedder` task.
6
+
7
+ Model config:
8
+ * **name:** mp_net_backbone
9
+ * **trainable:** True
10
+ * **dtype:** {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}
11
+ * **vocabulary_size:** 30527
12
+ * **num_layers:** 12
13
+ * **num_heads:** 12
14
+ * **hidden_dim:** 768
15
+ * **intermediate_dim:** 3072
16
+ * **dropout:** 0.1
17
+ * **max_sequence_length:** 512
18
+ * **layer_norm_epsilon:** 1e-05
19
+
20
+ This model card has been generated automatically and should be completed by the model author. See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for more information.
assets/tokenizer/vocabulary.txt ADDED
The diff for this file is too large to render. See raw diff
 
config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.mpnet.mpnet_backbone",
3
+ "class_name": "MPNetBackbone",
4
+ "config": {
5
+ "name": "mp_net_backbone",
6
+ "trainable": true,
7
+ "dtype": {
8
+ "module": "keras",
9
+ "class_name": "DTypePolicy",
10
+ "config": {
11
+ "name": "float32"
12
+ },
13
+ "registered_name": null
14
+ },
15
+ "vocabulary_size": 30527,
16
+ "num_layers": 12,
17
+ "num_heads": 12,
18
+ "hidden_dim": 768,
19
+ "intermediate_dim": 3072,
20
+ "dropout": 0.1,
21
+ "max_sequence_length": 512,
22
+ "layer_norm_epsilon": 1e-05
23
+ },
24
+ "registered_name": "keras_hub>MPNetBackbone"
25
+ }
metadata.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "keras_version": "3.15.1",
3
+ "keras_hub_version": "0.33.0.dev0",
4
+ "parameter_count": 108894336,
5
+ "date_saved": "2026-10-31@00:13:01",
6
+ "tasks": [
7
+ "TextEmbedder"
8
+ ]
9
+ }
model.weights.h5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ed3595ab8b76bd0c0db06878fd81bd9c6045532bd944ee8fd54f2eaed69e7b0
3
+ size 436005800
preprocessor.json ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.mpnet.mpnet_text_embedder_preprocessor",
3
+ "class_name": "MPNetTextEmbedderPreprocessor",
4
+ "config": {
5
+ "name": "mp_net_text_embedder_preprocessor",
6
+ "trainable": true,
7
+ "dtype": {
8
+ "module": "keras",
9
+ "class_name": "DTypePolicy",
10
+ "config": {
11
+ "name": "float32"
12
+ },
13
+ "registered_name": null
14
+ },
15
+ "tokenizer": {
16
+ "module": "keras_hub.src.models.mpnet.mpnet_tokenizer",
17
+ "class_name": "MPNetTokenizer",
18
+ "config": {
19
+ "name": "mp_net_tokenizer",
20
+ "trainable": true,
21
+ "dtype": {
22
+ "module": "keras",
23
+ "class_name": "DTypePolicy",
24
+ "config": {
25
+ "name": "int32"
26
+ },
27
+ "registered_name": null
28
+ },
29
+ "config_file": "tokenizer.json",
30
+ "vocabulary": null,
31
+ "sequence_length": null,
32
+ "lowercase": true,
33
+ "strip_accents": true,
34
+ "split": true,
35
+ "suffix_indicator": "##",
36
+ "oov_token": "[UNK]",
37
+ "special_tokens": null,
38
+ "special_tokens_in_strings": false
39
+ },
40
+ "registered_name": "keras_hub>MPNetTokenizer"
41
+ },
42
+ "config_file": "preprocessor.json",
43
+ "sequence_length": 384,
44
+ "truncate": "round_robin"
45
+ },
46
+ "registered_name": "keras_hub>MPNetTextEmbedderPreprocessor"
47
+ }
task.json ADDED
@@ -0,0 +1,82 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.mpnet.mpnet_text_embedder",
3
+ "class_name": "MPNetTextEmbedder",
4
+ "config": {
5
+ "backbone": {
6
+ "module": "keras_hub.src.models.mpnet.mpnet_backbone",
7
+ "class_name": "MPNetBackbone",
8
+ "config": {
9
+ "name": "mp_net_backbone",
10
+ "trainable": true,
11
+ "dtype": {
12
+ "module": "keras",
13
+ "class_name": "DTypePolicy",
14
+ "config": {
15
+ "name": "float32"
16
+ },
17
+ "registered_name": null
18
+ },
19
+ "vocabulary_size": 30527,
20
+ "num_layers": 12,
21
+ "num_heads": 12,
22
+ "hidden_dim": 768,
23
+ "intermediate_dim": 3072,
24
+ "dropout": 0.1,
25
+ "max_sequence_length": 512,
26
+ "layer_norm_epsilon": 1e-05
27
+ },
28
+ "registered_name": "keras_hub>MPNetBackbone"
29
+ },
30
+ "preprocessor": {
31
+ "module": "keras_hub.src.models.mpnet.mpnet_text_embedder_preprocessor",
32
+ "class_name": "MPNetTextEmbedderPreprocessor",
33
+ "config": {
34
+ "name": "mp_net_text_embedder_preprocessor",
35
+ "trainable": true,
36
+ "dtype": {
37
+ "module": "keras",
38
+ "class_name": "DTypePolicy",
39
+ "config": {
40
+ "name": "float32"
41
+ },
42
+ "registered_name": null
43
+ },
44
+ "tokenizer": {
45
+ "module": "keras_hub.src.models.mpnet.mpnet_tokenizer",
46
+ "class_name": "MPNetTokenizer",
47
+ "config": {
48
+ "name": "mp_net_tokenizer",
49
+ "trainable": true,
50
+ "dtype": {
51
+ "module": "keras",
52
+ "class_name": "DTypePolicy",
53
+ "config": {
54
+ "name": "int32"
55
+ },
56
+ "registered_name": null
57
+ },
58
+ "config_file": "tokenizer.json",
59
+ "vocabulary": null,
60
+ "sequence_length": null,
61
+ "lowercase": true,
62
+ "strip_accents": true,
63
+ "split": true,
64
+ "suffix_indicator": "##",
65
+ "oov_token": "[UNK]",
66
+ "special_tokens": null,
67
+ "special_tokens_in_strings": false
68
+ },
69
+ "registered_name": "keras_hub>MPNetTokenizer"
70
+ },
71
+ "config_file": "preprocessor.json",
72
+ "sequence_length": 384,
73
+ "truncate": "round_robin"
74
+ },
75
+ "registered_name": "keras_hub>MPNetTextEmbedderPreprocessor"
76
+ },
77
+ "name": "mp_net_text_embedder",
78
+ "pooling_mode": "mean",
79
+ "normalize": true
80
+ },
81
+ "registered_name": "keras_hub>MPNetTextEmbedder"
82
+ }
tokenizer.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "module": "keras_hub.src.models.mpnet.mpnet_tokenizer",
3
+ "class_name": "MPNetTokenizer",
4
+ "config": {
5
+ "name": "mp_net_tokenizer",
6
+ "trainable": true,
7
+ "dtype": {
8
+ "module": "keras",
9
+ "class_name": "DTypePolicy",
10
+ "config": {
11
+ "name": "int32"
12
+ },
13
+ "registered_name": null
14
+ },
15
+ "config_file": "tokenizer.json",
16
+ "vocabulary": null,
17
+ "sequence_length": null,
18
+ "lowercase": true,
19
+ "strip_accents": true,
20
+ "split": true,
21
+ "suffix_indicator": "##",
22
+ "oov_token": "[UNK]",
23
+ "special_tokens": null,
24
+ "special_tokens_in_strings": false
25
+ },
26
+ "registered_name": "keras_hub>MPNetTokenizer"
27
+ }