TroyDoesAI commited on
Commit
6402238
·
verified ·
1 Parent(s): dda9bfb

Included prompt template and lazy editing of chat gpt putting my notes together paper for rough draft to mark it first. Using Blocks of perspectives and skills.

Browse files
Files changed (1) hide show
  1. README.md +45 -1
README.md CHANGED
@@ -13,4 +13,48 @@ My Goal as an AI Researcher is to make smarter models, and sometimes alignment a
13
 
14
  Further testing on reasoning domains is required as it appears the model makes its best attempt at any task provided without any restraint.
15
 
16
- Best, TroyDoesAI
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13
 
14
  Further testing on reasoning domains is required as it appears the model makes its best attempt at any task provided without any restraint.
15
 
16
+ Best, TroyDoesAI
17
+
18
+ ### Abstract
19
+ This paper presents a method for structuring training prompts in language models to enhance response relevance and contextual accuracy using the keyword `perspective`. This approach leverages `perspective` to guide the model in generating responses that reflect different viewpoints or interpretations of input queries.
20
+
21
+ ### Introduction
22
+ Effective language models require precise mechanisms for generating contextually appropriate responses. The term `perspective` offers a multifaceted approach to frame responses, addressing both conceptual viewpoints and visual contexts. This research explores the use of `perspective` in prompt templates to direct model outputs according to specified contexts.
23
+
24
+ ### Methodology
25
+ The proposed prompt template is:
26
+ ```
27
+ "perspective,input,output": "<s> [INST] [%perspective%] %input% [/INST] [/perspective]: %output%</s>"
28
+ ```
29
+ - **`[INST]` and `[/INST]`**: Wrap instructions for context.
30
+ - **`[%perspective%]`**: Placeholder for specifying the viewpoint or context.
31
+ - **`%input%`**: Represents the user's query.
32
+ - **`[/perspective]: %output%`**: Delineates the response section according to the given perspective.
33
+
34
+ ### Definitions and Rationale
35
+ 1. **Perspective** can refer to:
36
+ - **Viewpoint**: The angle or opinion from which something is considered.
37
+ - **Visible Scene**: The spatial or visual representation of a scene.
38
+ - **Spatial Representation**: In art, how objects are depicted to convey depth and distance.
39
+
40
+ By incorporating `perspective`, the model can frame responses to reflect various viewpoints, enhancing response relevance.
41
+
42
+ ### Application
43
+ Incorporating `perspective` into training prompts ensures that responses are:
44
+ - **Contextually Relevant**: Aligning with the specified viewpoint.
45
+ - **Nuanced**: Addressing different angles and interpretations.
46
+ - **Consistent**: Providing uniform guidance for generating responses.
47
+
48
+ For example, querying "How does climate change affect coastal cities?" with a `perspective` keyword allows the model to generate responses from environmental, economic, or social viewpoints, thus enriching the answer's depth.
49
+
50
+ ### Results and Benefits
51
+ Using `perspective` as a keyword in prompt templates leads to:
52
+ - Improved relevance and contextual accuracy of responses.
53
+ - Enhanced ability to address complex queries from multiple angles.
54
+ - Consistent response structure facilitating model training and application.
55
+
56
+ ### Conclusion
57
+ Employing `perspective` in language model prompt templates effectively directs responses according to specified contexts, improving both relevance and clarity. This method provides a structured approach for generating nuanced and contextually accurate outputs.
58
+
59
+ ### Keywords
60
+ Language model, perspective, prompt template, contextual accuracy, response relevance.