project-baize
commited on
Commit
·
e3eb8bb
1
Parent(s):
bb46300
Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,34 @@
|
|
1 |
---
|
2 |
license: cc-by-nc-4.0
|
3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
license: cc-by-nc-4.0
|
3 |
---
|
4 |
+
|
5 |
+
---
|
6 |
+
license: cc-by-nc-4.0
|
7 |
+
---
|
8 |
+
<p align="center">
|
9 |
+
<img width="500px" alt="Project Baize" src="https://user-images.githubusercontent.com/22514219/229195563-0cddfa74-e52f-4413-b4b4-e4ba489c4b3d.png">
|
10 |
+
</p>
|
11 |
+
<hr>
|
12 |
+
|
13 |
+
## What's Baize?
|
14 |
+
Baize is an open-source chat model fine-tuned with [LoRA](https://github.com/microsoft/LoRA). It uses 100k dialogs generated by letting ChatGPT chat with itself. This repo contains 7B model related health topic.
|
15 |
+
|
16 |
+
## Why it's called Baize?
|
17 |
+
Baize (白泽) is a mythical creature in Chinese folklore, who speaks human languages and knows everything. This is exactly what we expect from a chat model.
|
18 |
+
|
19 |
+
## Training Parameters
|
20 |
+
|
21 |
+
- Base Model: [LLaMA-7B](https://arxiv.org/pdf/2302.13971.pdf)
|
22 |
+
- Training Epoch: 1
|
23 |
+
- Batch Size: 64
|
24 |
+
- Maximum Input Length: 512
|
25 |
+
- Learning Rate: 2e-4
|
26 |
+
- LoRA Rank: 8
|
27 |
+
- Updated Modules: All Linears
|
28 |
+
|
29 |
+
## Training Dataset
|
30 |
+
|
31 |
+
- [Quora Dialogs](https://github.com/project-baize/baize) (54,456):
|
32 |
+
- [Medical Dialogs](https://github.com/project-baize/baize) (46,867)
|
33 |
+
|
34 |
+
More details can be found in the Baize [GitHub]((https://github.com/project-baize/baize))
|