kimpty commited on
Commit
f90d030
1 Parent(s): 1ca22ef

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +22 -0
README.md CHANGED
@@ -1,3 +1,25 @@
1
  ---
2
  license: afl-3.0
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: afl-3.0
3
+ tags:
4
+ - medical
5
  ---
6
+ # ClinicalGPT
7
+
8
+ This model card introduces ClinicalGPT model, a large language model designed and optimized for clinical scenarios. ClinicalGPT is fine-tuned on extensive and diverse medical datasets, including medical records, domain-specific knowledge, and multi-round dialogue consultations. The model is undergoing ongoing and continuous updates.
9
+
10
+ ## Model Fine-tuning
11
+
12
+ We set the learning rate to 5e-5, with a batch size of 128 and a maximum length of 1,024, training across 3 epochs.
13
+
14
+ ## How to use the model
15
+
16
+ Load the model via the transformers library:
17
+ ```python
18
+ from transformers import AutoTokenizer, AutoModel
19
+ tokenizer = AutoTokenizer.from_pretrained("medicalai/ClinicalGPT-base-zh")
20
+ model = AutoModel.from_pretrained("medicalai/ClinicalGPT-base-zh")
21
+ ```
22
+
23
+ ## Limitations
24
+
25
+ The project is intended for research purposes only and restricted from commercial or clinical use. The generated content by the model is subject to factors such as model computations, randomness, misinterpretation, and biases, and this project cannot guarantee its accuracy. This project assumes no legal liability for any content produced by the model. Users are advised to exercise caution and independently verify the generated results.