Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
datasets:
|
3 |
+
- msaad02/formatted-ss-cleaned-brockport-qa
|
4 |
+
language:
|
5 |
+
- en
|
6 |
+
pipeline_tag: text-generation
|
7 |
+
---
|
8 |
+
|
9 |
+
# BrockportGPT LLaMA2 Finetune
|
10 |
+
|
11 |
+
> This is a quantized version of the original model, found at "msaad02/llama2_7b_brockportgpt"
|
12 |
+
|
13 |
+
This model is part of my thesis to make a question-answering bot for SUNY Brockport. The data used for finetuning is a subset of the question database I generated, and is also available on my huggingface account.
|
14 |
+
|
15 |
+
For more information, see my [github repo](https://github.com/msaad02/honors-thesis) for the project.
|
16 |
+
|
17 |
+
## Examples
|
18 |
+
|
19 |
+
>Are SAT scores required?
|
20 |
+
>>SAT scores are not required for admission, but test scores are used as part of Brockport's holistic review process to make admissions decisions.
|
21 |
+
|
22 |
+
>Who can I contact for help with financial aid?
|
23 |
+
>>You can contact the financial aid office at SUNY Brockport for assistance with financial aid. They are available to answer any questions and help you navigate the financial aid process.
|
24 |
+
|
25 |
+
|
26 |
+
## Prompting
|
27 |
+
|
28 |
+
This prompting style is what was used for finetuning:
|
29 |
+
|
30 |
+
>Below is an inquiry related to SUNY Brockport - from academics, admissions, and faculty support to student life. Prioritize accuracy and brevity.
|
31 |
+
>
|
32 |
+
>\### Instruction:\
|
33 |
+
>{question}
|
34 |
+
>
|
35 |
+
>\### Response:\
|
36 |
+
>{response}
|
37 |
+
|
38 |
+
## Usage
|
39 |
+
|
40 |
+
To run this model, I suggest using the following code to load the model in 4-bit and build a pipeline, which implements the correct prompt formatting
|