Text Classification
Transformers
Safetensors
distilbert
Generated from Trainer
text-embeddings-inference
Instructions to use WealthFromAI/empire-content-distilbert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use WealthFromAI/empire-content-distilbert with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="WealthFromAI/empire-content-distilbert")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("WealthFromAI/empire-content-distilbert") model = AutoModelForSequenceClassification.from_pretrained("WealthFromAI/empire-content-distilbert") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +13 -11
- model.safetensors +1 -1
- tokenizer.json +1 -10
- tokenizer_config.json +2 -8
- training_args.bin +3 -0
config.json
CHANGED
|
@@ -11,30 +11,32 @@
|
|
| 11 |
"eos_token_id": null,
|
| 12 |
"hidden_dim": 3072,
|
| 13 |
"id2label": {
|
| 14 |
-
"0": "
|
| 15 |
-
"1": "
|
| 16 |
-
"2": "
|
| 17 |
-
"3": "
|
| 18 |
-
"4": "
|
| 19 |
},
|
| 20 |
"initializer_range": 0.02,
|
| 21 |
"label2id": {
|
| 22 |
-
"
|
| 23 |
-
"
|
| 24 |
-
"
|
| 25 |
-
"
|
| 26 |
-
"
|
| 27 |
},
|
| 28 |
"max_position_embeddings": 512,
|
| 29 |
"model_type": "distilbert",
|
| 30 |
"n_heads": 12,
|
| 31 |
"n_layers": 6,
|
| 32 |
"pad_token_id": 0,
|
|
|
|
| 33 |
"qa_dropout": 0.1,
|
| 34 |
"seq_classif_dropout": 0.2,
|
| 35 |
"sinusoidal_pos_embds": false,
|
| 36 |
"tie_weights_": true,
|
| 37 |
"tie_word_embeddings": true,
|
| 38 |
-
"transformers_version": "5.
|
|
|
|
| 39 |
"vocab_size": 30522
|
| 40 |
}
|
|
|
|
| 11 |
"eos_token_id": null,
|
| 12 |
"hidden_dim": 3072,
|
| 13 |
"id2label": {
|
| 14 |
+
"0": "AI",
|
| 15 |
+
"1": "SmartHome",
|
| 16 |
+
"2": "Spiritual",
|
| 17 |
+
"3": "Reviews",
|
| 18 |
+
"4": "Lifestyle"
|
| 19 |
},
|
| 20 |
"initializer_range": 0.02,
|
| 21 |
"label2id": {
|
| 22 |
+
"AI": 0,
|
| 23 |
+
"Lifestyle": 4,
|
| 24 |
+
"Reviews": 3,
|
| 25 |
+
"SmartHome": 1,
|
| 26 |
+
"Spiritual": 2
|
| 27 |
},
|
| 28 |
"max_position_embeddings": 512,
|
| 29 |
"model_type": "distilbert",
|
| 30 |
"n_heads": 12,
|
| 31 |
"n_layers": 6,
|
| 32 |
"pad_token_id": 0,
|
| 33 |
+
"problem_type": "single_label_classification",
|
| 34 |
"qa_dropout": 0.1,
|
| 35 |
"seq_classif_dropout": 0.2,
|
| 36 |
"sinusoidal_pos_embds": false,
|
| 37 |
"tie_weights_": true,
|
| 38 |
"tie_word_embeddings": true,
|
| 39 |
+
"transformers_version": "5.8.1",
|
| 40 |
+
"use_cache": false,
|
| 41 |
"vocab_size": 30522
|
| 42 |
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 267841796
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3578d8061eef02ed7791ffa4a15138ed26105b9e41b5b4d9ff2a909a5211fbc3
|
| 3 |
size 267841796
|
tokenizer.json
CHANGED
|
@@ -6,16 +6,7 @@
|
|
| 6 |
"strategy": "LongestFirst",
|
| 7 |
"stride": 0
|
| 8 |
},
|
| 9 |
-
"padding":
|
| 10 |
-
"strategy": {
|
| 11 |
-
"Fixed": 256
|
| 12 |
-
},
|
| 13 |
-
"direction": "Right",
|
| 14 |
-
"pad_to_multiple_of": null,
|
| 15 |
-
"pad_id": 0,
|
| 16 |
-
"pad_type_id": 0,
|
| 17 |
-
"pad_token": "[PAD]"
|
| 18 |
-
},
|
| 19 |
"added_tokens": [
|
| 20 |
{
|
| 21 |
"id": 0,
|
|
|
|
| 6 |
"strategy": "LongestFirst",
|
| 7 |
"stride": 0
|
| 8 |
},
|
| 9 |
+
"padding": null,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
"added_tokens": [
|
| 11 |
{
|
| 12 |
"id": 0,
|
tokenizer_config.json
CHANGED
|
@@ -2,20 +2,14 @@
|
|
| 2 |
"backend": "tokenizers",
|
| 3 |
"cls_token": "[CLS]",
|
| 4 |
"do_lower_case": true,
|
| 5 |
-
"is_local":
|
|
|
|
| 6 |
"mask_token": "[MASK]",
|
| 7 |
-
"max_length": 256,
|
| 8 |
"model_max_length": 512,
|
| 9 |
-
"pad_to_multiple_of": null,
|
| 10 |
"pad_token": "[PAD]",
|
| 11 |
-
"pad_token_type_id": 0,
|
| 12 |
-
"padding_side": "right",
|
| 13 |
"sep_token": "[SEP]",
|
| 14 |
-
"stride": 0,
|
| 15 |
"strip_accents": null,
|
| 16 |
"tokenize_chinese_chars": true,
|
| 17 |
"tokenizer_class": "BertTokenizer",
|
| 18 |
-
"truncation_side": "right",
|
| 19 |
-
"truncation_strategy": "longest_first",
|
| 20 |
"unk_token": "[UNK]"
|
| 21 |
}
|
|
|
|
| 2 |
"backend": "tokenizers",
|
| 3 |
"cls_token": "[CLS]",
|
| 4 |
"do_lower_case": true,
|
| 5 |
+
"is_local": false,
|
| 6 |
+
"local_files_only": false,
|
| 7 |
"mask_token": "[MASK]",
|
|
|
|
| 8 |
"model_max_length": 512,
|
|
|
|
| 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 |
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dbac22b7616ea5408de522c4be75994b5ab5d4241ad6a6049723dda2a1cb75ec
|
| 3 |
+
size 5393
|