neighborwang commited on
Commit
f522540
1 Parent(s): e800df7

initial commit

Browse files
.gitattributes CHANGED
@@ -56,3 +56,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
56
  # Video files - compressed
57
  *.mp4 filter=lfs diff=lfs merge=lfs -text
58
  *.webm filter=lfs diff=lfs merge=lfs -text
 
 
56
  # Video files - compressed
57
  *.mp4 filter=lfs diff=lfs merge=lfs -text
58
  *.webm filter=lfs diff=lfs merge=lfs -text
59
+ modelica_libraries_LLM_dataset.jsonl filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -1,3 +1,164 @@
1
- ---
2
- license: apache-2.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Dataset
2
+
3
+ The current focus is on power and energy systems. Therefore, only a representative libraries in these fields have been selected.
4
+
5
+ Ongoing work: Introducing debugging prompt pairs into the dataset.
6
+
7
+ ## Summary
8
+
9
+ * Total prompt pairs: 10104
10
+ * File size: 26.05 MB
11
+
12
+ ## Information
13
+
14
+ ### Modelica libraries:
15
+
16
+ * [A collection of free and commercial libraries](https://modelica.org/libraries)
17
+
18
+ ### General Cleanup Strategies (applied to all libraries):
19
+
20
+ * The following components have been excluded:
21
+
22
+ * Resources (visualization)
23
+
24
+ * Icons (visualization)
25
+
26
+ * UsersGuide (text descriptions for human)
27
+
28
+ * ModelicaTest
29
+
30
+ * Annotations:
31
+ * If documentation is found inside annotations, use the documentation as the description
32
+ * If annotations only contains visualizations, delete the annotations
33
+
34
+ ## List of Considered & Converted Libraries
35
+
36
+ | Name & Repo | Version & Release Date | Description | Considered for Dataset? |
37
+ | :----------------------------------------------------------: | :--------------------: | :----------------------------------------------------------: | :---------------------: |
38
+ | [Standard Library](https://github.com/modelica/ModelicaStandardLibrary) | v4.1.0 (2024-02-06) | Modelica Standard library | Yes |
39
+ | [VehicleInterfaces](https://github.com/modelica/VehicleInterfaces) | v2.0.0 (2024-08-19) | Interface definitions and architectures for vehicle system modeling | Yes |
40
+ | [AixLib](https://github.com/modelica-3rdparty/AixLib) | v2.0.0 (2024-08-19) | Building performance simulations | Yes |
41
+ | [Buildings](https://github.com/modelica-3rdparty/Buildings) | v11.0.0 (2024-04-09) | Building performance simulations | Yes |
42
+ | [ObjectStab](https://github.com/modelica-3rdparty/ObjectStab) | v2.0.0 (2024-02-01) | Power System Stability Studies (descriptions missing for each component) | No |
43
+ | [PhotoVoltaics](https://github.com/modelica-3rdparty/PhotoVoltaics) | v2.0.0 (2021-07-19) | Simulation of photo voltaic cells and modules | Yes |
44
+ | [PNlib](https://github.com/modelica-3rdparty/PNlib) | v3.0.0 (2024-02-13) | Modeling xHPN | Yes |
45
+ | [PowerGrids](https://github.com/modelica-3rdparty/PowerGrids) | v1.0.4 (2023-12-10) | Electro-mechanical modelling of power systems | Yes |
46
+ | [PowerSystems](https://github.com/modelica-3rdparty/PowerSystems) | v2.0.0 (2024-05-07) | Modeling electrical power systems both in transient and steady-state mode | Yes |
47
+
48
+ ### 1. Converted Modelica Standard Library
49
+
50
+ Extracted components: 2085
51
+
52
+ * 457 packages
53
+ * 1434 models
54
+ * 194 blocks
55
+
56
+ Prompt-completion pairs: 2082 (size: 7.28 MB)
57
+
58
+ Clean up strategies:
59
+
60
+ * General strategy
61
+
62
+
63
+ ### 2. Converted Vehicle Interfaces Library
64
+
65
+ Extracted components: 169
66
+
67
+ * 53 packages
68
+ * 115 models
69
+ * 1 block
70
+
71
+ Prompt-completion pairs: 169 (size: 171 KB)
72
+
73
+ Clean up strategies:
74
+
75
+ * General strategy
76
+ * Exclude package "ObsoleteVehicleInterfaces2" as library version description
77
+ * Exclude Package "VehicleInterfacesTestConversion2" as conversion test for issue #38
78
+ * Exclude package "UsersGuide"
79
+
80
+ ### 3. Converted AixLib Library
81
+
82
+ Extracted components: 2736
83
+
84
+ * 1515 packages
85
+ * 1087 models
86
+ * 134 blocks
87
+
88
+ Prompt-completion pairs: 2597 (size: 5.9 MB)
89
+
90
+ Clean up strategies:
91
+
92
+ * General strategy
93
+ * Exclude package "Obsolete"
94
+
95
+ ### 4. Converted Buildings Library
96
+
97
+ Extracted components: 4752
98
+
99
+ * 2274 packages
100
+ * 1873 models
101
+ * 605 blocks
102
+
103
+ Prompt-completion pairs: 4750 (size: 11.3 MB)
104
+
105
+ Clean up strategies:
106
+
107
+ * General strategy
108
+ * Exclude package "Obsolete"
109
+
110
+ ### 5. Converted PhotoVoltaics Library
111
+
112
+ Extracted components: 62
113
+
114
+ * 16 packages
115
+ * 43 models
116
+ * 3 blocks
117
+
118
+ Prompt-completion pairs: 62 (size: 87.3 KB)
119
+
120
+ * All components have descriptions
121
+
122
+ Clean up strategies:
123
+
124
+ * General strategy
125
+
126
+ ### 6. PNlib
127
+
128
+ Extracted components: 179
129
+
130
+ * 22 packages
131
+ * 143 models
132
+ * 14 blocks
133
+
134
+ Prompt-completion pairs: 170 (size: 313 KB)
135
+
136
+ Clean up strategies:
137
+
138
+ * General strategy
139
+
140
+ ### 7. PowerGrids
141
+
142
+ Extracted components: 187
143
+
144
+ * 38 packages
145
+ * 143 models
146
+ * 6 blocks
147
+
148
+ Prompt-completion pairs: 178 (size: 284 KB)
149
+
150
+ Clean up strategies:
151
+
152
+ * General strategy
153
+
154
+ ### 8. PowerSystems
155
+
156
+ Extracted components: 97
157
+
158
+ * 97 packages
159
+
160
+ Prompt-completion pairs: 96 (size: 702 KB)
161
+
162
+ Clean up strategies:
163
+
164
+ * General strategy
modelica_libraries_LLM_dataset.jsonl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2c8c267cc4c3214d54ae397f7eaff950ca9dcb52f72eb5ea11374c03cc865cfa
3
+ size 27316110