Commit
•
b132d9c
1
Parent(s):
ebb4c14
feat: push custom model
Browse files
README.md
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# jina-website-1-0-16-BAAI_bge-small-en-v1.5-50_9062874564
|
2 |
+
|
3 |
+
## Model Description
|
4 |
+
|
5 |
+
jina-website-1-0-16-BAAI_bge-small-en-v1.5-50_9062874564 is a fine-tuned version of BAAI/bge-small-en-v1.5 designed for a specific domain.
|
6 |
+
|
7 |
+
## Use Case
|
8 |
+
This model is designed to support various applications in natural language processing and understanding.
|
9 |
+
|
10 |
+
## Associated Dataset
|
11 |
+
|
12 |
+
This the dataset for this model can be found [**here**](https://huggingface.co/datasets/florianhoenicke/jina-website-1-0-16-BAAI_bge-small-en-v1.5-50_9062874564).
|
13 |
+
|
14 |
+
## How to Use
|
15 |
+
|
16 |
+
This model can be easily integrated into your NLP pipeline for tasks such as text classification, sentiment analysis, entity recognition, and more. Here's a simple example to get you started:
|
17 |
+
|
18 |
+
```python
|
19 |
+
from transformers import AutoModel, AutoTokenizer
|
20 |
+
|
21 |
+
llm_name = "jina-website-1-0-16-BAAI_bge-small-en-v1.5-50_9062874564"
|
22 |
+
tokenizer = AutoTokenizer.from_pretrained(llm_name)
|
23 |
+
model = AutoModel.from_pretrained(llm_name)
|
24 |
+
|
25 |
+
tokens = tokenizer("Your text here", return_tensors="pt")
|
26 |
+
embedding = model(**tokens)
|
27 |
+
```
|