Upload BertForSequenceClassification
Browse files- config.json +419 -0
- pytorch_model.bin +3 -0
config.json
ADDED
@@ -0,0 +1,419 @@
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1 |
+
{
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2 |
+
"_name_or_path": "./my_awesome_model/checkpoint-1322",
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3 |
+
"architectures": [
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4 |
+
"BertForSequenceClassification"
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5 |
+
],
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"attention_probs_dropout_prob": 0.1,
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+
"classifier_dropout": null,
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+
"gradient_checkpointing": false,
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+
"hidden_act": "gelu",
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+
"hidden_dropout_prob": 0.1,
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+
"hidden_size": 768,
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12 |
+
"id2label": {
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+
"0": "Level 1: CS(0)",
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14 |
+
"1": "Level 1: ECE(1)",
|
15 |
+
"2": "Level 1: Psychology(2)",
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16 |
+
"3": "Level 1: MAE(3)",
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17 |
+
"4": "Level 1: Civil(4)",
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18 |
+
"5": "Level 1: Medical(5)",
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19 |
+
"6": "Level 1: biochemistry(6)",
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20 |
+
"7": "Level 2: UNKNOWN(0)",
|
21 |
+
"8": "Level 2: UNKNOWN(1)",
|
22 |
+
"9": "Level 2: UNKNOWN(2)",
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23 |
+
"10": "Level 2: UNKNOWN(3)",
|
24 |
+
"11": "Level 2: UNKNOWN(4)",
|
25 |
+
"12": "Level 2: UNKNOWN(5)",
|
26 |
+
"13": "Level 2: UNKNOWN(6)",
|
27 |
+
"14": "Level 2: UNKNOWN(7)",
|
28 |
+
"15": "Level 2: UNKNOWN(8)",
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29 |
+
"16": "Level 2: UNKNOWN(9)",
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30 |
+
"17": "Level 2: UNKNOWN(10)",
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31 |
+
"18": "Level 2: UNKNOWN(11)",
|
32 |
+
"19": "Level 2: UNKNOWN(12)",
|
33 |
+
"20": "Level 2: UNKNOWN(13)",
|
34 |
+
"21": "Level 2: UNKNOWN(14)",
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35 |
+
"22": "Level 2: UNKNOWN(15)",
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36 |
+
"23": "Level 2: UNKNOWN(16)",
|
37 |
+
"24": "Level 2: UNKNOWN(17)",
|
38 |
+
"25": "Level 2: UNKNOWN(18)",
|
39 |
+
"26": "Level 2: UNKNOWN(19)",
|
40 |
+
"27": "Level 2: UNKNOWN(20)",
|
41 |
+
"28": "Level 2: UNKNOWN(21)",
|
42 |
+
"29": "Level 2: UNKNOWN(22)",
|
43 |
+
"30": "Level 2: UNKNOWN(23)",
|
44 |
+
"31": "Level 2: UNKNOWN(24)",
|
45 |
+
"32": "Level 2: UNKNOWN(25)",
|
46 |
+
"33": "Level 2: UNKNOWN(26)",
|
47 |
+
"34": "Level 2: UNKNOWN(27)",
|
48 |
+
"35": "Level 2: UNKNOWN(28)",
|
49 |
+
"36": "Level 2: UNKNOWN(29)",
|
50 |
+
"37": "Level 2: UNKNOWN(30)",
|
51 |
+
"38": "Level 2: UNKNOWN(31)",
|
52 |
+
"39": "Level 2: UNKNOWN(32)",
|
53 |
+
"40": "Level 2: UNKNOWN(33)",
|
54 |
+
"41": "Level 2: UNKNOWN(34)",
|
55 |
+
"42": "Level 2: UNKNOWN(35)",
|
56 |
+
"43": "Level 2: UNKNOWN(36)",
|
57 |
+
"44": "Level 2: UNKNOWN(37)",
|
58 |
+
"45": "Level 2: UNKNOWN(38)",
|
59 |
+
"46": "Level 2: UNKNOWN(39)",
|
60 |
+
"47": "Level 2: UNKNOWN(40)",
|
61 |
+
"48": "Level 2: UNKNOWN(41)",
|
62 |
+
"49": "Level 2: UNKNOWN(42)",
|
63 |
+
"50": "Level 2: UNKNOWN(43)",
|
64 |
+
"51": "Level 2: UNKNOWN(44)",
|
65 |
+
"52": "Level 2: UNKNOWN(45)",
|
66 |
+
"53": "Level 2: UNKNOWN(46)",
|
67 |
+
"54": "Level 2: UNKNOWN(47)",
|
68 |
+
"55": "Level 2: UNKNOWN(48)",
|
69 |
+
"56": "Level 2: UNKNOWN(49)",
|
70 |
+
"57": "Level 2: UNKNOWN(50)",
|
71 |
+
"58": "Level 2: UNKNOWN(51)",
|
72 |
+
"59": "Level 2: UNKNOWN(52)",
|
73 |
+
"60": "Level 3: Computer vision(0)",
|
74 |
+
"61": "Level 3: Machine learning(1)",
|
75 |
+
"62": "Level 3: network security(2)",
|
76 |
+
"63": "Level 3: Cryptography(3)",
|
77 |
+
"64": "Level 3: Operating systems(4)",
|
78 |
+
"65": "Level 3: Computer graphics(5)",
|
79 |
+
"66": "Level 3: Image processing(6)",
|
80 |
+
"67": "Level 3: Parallel computing(7)",
|
81 |
+
"68": "Level 3: Relational databases(8)",
|
82 |
+
"69": "Level 3: Software engineering(9)",
|
83 |
+
"70": "Level 3: Distributed computing(10)",
|
84 |
+
"71": "Level 3: Structured Storage(11)",
|
85 |
+
"72": "Level 3: Symbolic computation(12)",
|
86 |
+
"73": "Level 3: Algorithm design(13)",
|
87 |
+
"74": "Level 3: Computer programming(14)",
|
88 |
+
"75": "Level 3: Data structures(15)",
|
89 |
+
"76": "Level 3: Bioinformatics(16)",
|
90 |
+
"77": "Level 3: Electricity(17)",
|
91 |
+
"78": "Level 3: Lorentz force law(18)",
|
92 |
+
"79": "Level 3: Electrical circuits(19)",
|
93 |
+
"80": "Level 3: Voltage law(20)",
|
94 |
+
"81": "Level 3: Digital control(21)",
|
95 |
+
"82": "Level 3: System identification(22)",
|
96 |
+
"83": "Level 3: Electrical network(23)",
|
97 |
+
"84": "Level 3: Microcontroller(24)",
|
98 |
+
"85": "Level 3: Analog signal processing:Electrical generator(25)",
|
99 |
+
"86": "Level 3: Electric motor:Single-phase electric power(26)",
|
100 |
+
"87": "Level 3: Satellite radio(27)",
|
101 |
+
"88": "Level 3: Control engineering(28)",
|
102 |
+
"89": "Level 3: Signal-flow graph(29)",
|
103 |
+
"90": "Level 3: State space representation(30)",
|
104 |
+
"91": "Level 3: PID controller(31)",
|
105 |
+
"92": "Level 3: Operational amplifier(32)",
|
106 |
+
"93": "Level 3: Prejudice(33)",
|
107 |
+
"94": "Level 3: Social cognition(34)",
|
108 |
+
"95": "Level 3: Person perception(35)",
|
109 |
+
"96": "Level 3: Nonverbal communication(36)",
|
110 |
+
"97": "Level 3: Prosocial behavior(37)",
|
111 |
+
"98": "Level 3: Leadership(38)",
|
112 |
+
"99": "Level 3: Eating disorders(39)",
|
113 |
+
"100": "Level 3: Depression(40)",
|
114 |
+
"101": "Level 3: Borderline personality disorder(41)",
|
115 |
+
"102": "Level 3: Seasonal affective disorder(42)",
|
116 |
+
"103": "Level 3: Schizophrenia(43)",
|
117 |
+
"104": "Level 3: Antisocial personality disorder(44)",
|
118 |
+
"105": "Level 3: Media violence(45)",
|
119 |
+
"106": "Level 3: Prenatal development(46)",
|
120 |
+
"107": "Level 3: Child abuse(47)",
|
121 |
+
"108": "Level 3: Gender roles(48)",
|
122 |
+
"109": "Level 3: False memories(49)",
|
123 |
+
"110": "Level 3: Attention(50)",
|
124 |
+
"111": "Level 3: Problem-solving(51)",
|
125 |
+
"112": "Level 3: computer-aided design(52)",
|
126 |
+
"113": "Level 3: Hydraulics(53)",
|
127 |
+
"114": "Level 3: Manufacturing engineering(54)",
|
128 |
+
"115": "Level 3: Machine design(55)",
|
129 |
+
"116": "Level 3: Fluid mechanics(56)",
|
130 |
+
"117": "Level 3: Internal combustion engine(57)",
|
131 |
+
"118": "Level 3: Thermodynamics(58)",
|
132 |
+
"119": "Level 3: Materials Engineering(59)",
|
133 |
+
"120": "Level 3: Strength of materials(60)",
|
134 |
+
"121": "Level 3: Ambient Intelligence(61)",
|
135 |
+
"122": "Level 3: Highway Network System:Geotextile(62)",
|
136 |
+
"123": "Level 3: Remote Sensing(63)",
|
137 |
+
"124": "Level 3: Rainwater Harvesting(64)",
|
138 |
+
"125": "Level 3: Water Pollution:Underwater Windmill(65)",
|
139 |
+
"126": "Level 3: Suspension Bridge(66)",
|
140 |
+
"127": "Level 3: Stealth Technology(67)",
|
141 |
+
"128": "Level 3: Green Building(68)",
|
142 |
+
"129": "Level 3: Solar Energy(69)",
|
143 |
+
"130": "Level 3: Construction Management(70)",
|
144 |
+
"131": "Level 3: Nano Concrete:Transparent Concrete:Smart Material(71)",
|
145 |
+
"132": "Level 3: Addiction(72)",
|
146 |
+
"133": "Level 3: Allergies(73)",
|
147 |
+
"134": "Level 3: Alzheimer's Disease(74)",
|
148 |
+
"135": "Level 3: Ankylosing Spondylitis(75)",
|
149 |
+
"136": "Level 3: Bamboo as a Building Material:Anxiety(76)",
|
150 |
+
"137": "Level 3: Asthma(77)",
|
151 |
+
"138": "Level 3: Atopic Dermatitis(78)",
|
152 |
+
"139": "Level 3: Atrial Fibrillation(79)",
|
153 |
+
"140": "Level 3: Autism(80)",
|
154 |
+
"141": "Level 3: Skin Care(81)",
|
155 |
+
"142": "Level 3: Bipolar Disorder(82)",
|
156 |
+
"143": "Level 3: Birth Control(83)",
|
157 |
+
"144": "Level 3: Children's Health(84)",
|
158 |
+
"145": "Level 3: Crohn's Disease(85)",
|
159 |
+
"146": "Level 3: Dementia(86)",
|
160 |
+
"147": "Level 3: Diabetes(87)",
|
161 |
+
"148": "Level 3: Weight Loss(88)",
|
162 |
+
"149": "Level 3: Outdoor Health:Digestive Health(89)",
|
163 |
+
"150": "Level 3: Emergency Contraception(90)",
|
164 |
+
"151": "Level 3: Mental Health(91)",
|
165 |
+
"152": "Level 3: Fungal Infection(92)",
|
166 |
+
"153": "Level 3: Headache(93)",
|
167 |
+
"154": "Level 3: Healthy Sleep(94)",
|
168 |
+
"155": "Level 3: Heart Disease(95)",
|
169 |
+
"156": "Level 3: Hepatitis C(96)",
|
170 |
+
"157": "Level 3: Hereditary Angioedema(97)",
|
171 |
+
"158": "Level 3: HIV/AIDS(98)",
|
172 |
+
"159": "Level 3: Hypothyroidism(99)",
|
173 |
+
"160": "Level 3: Idiopathic Pulmonary Fibrosis(100)",
|
174 |
+
"161": "Level 3: Irritable Bowel Syndrome(101)",
|
175 |
+
"162": "Level 3: Kidney Health(102)",
|
176 |
+
"163": "Level 3: Low Testosterone(103)",
|
177 |
+
"164": "Level 3: Lymphoma(104)",
|
178 |
+
"165": "Level 3: Medicare(105)",
|
179 |
+
"166": "Level 3: Menopause(106)",
|
180 |
+
"167": "Level 3: Migraine(107)",
|
181 |
+
"168": "Level 3: Multiple Sclerosis(108)",
|
182 |
+
"169": "Level 3: Myelofibrosis(109)",
|
183 |
+
"170": "Level 3: Cancer(110)",
|
184 |
+
"171": "Level 3: Osteoarthritis(111)",
|
185 |
+
"172": "Level 3: Osteoporosis(112)",
|
186 |
+
"173": "Level 3: Overactive Bladder(113)",
|
187 |
+
"174": "Level 3: Parenting(114)",
|
188 |
+
"175": "Level 3: Parkinson's Disease(115)",
|
189 |
+
"176": "Level 3: Polycythemia Vera(116)",
|
190 |
+
"177": "Level 3: Psoriasis(117)",
|
191 |
+
"178": "Level 3: Psoriatic Arthritis(118)",
|
192 |
+
"179": "Level 3: Rheumatoid Arthritis(119)",
|
193 |
+
"180": "Level 3: Senior Health(120)",
|
194 |
+
"181": "Level 3: Smoking Cessation(121)",
|
195 |
+
"182": "Level 3: Sports Injuries(122)",
|
196 |
+
"183": "Level 3: Sprains and Strains(123)",
|
197 |
+
"184": "Level 3: Stress Management(124)",
|
198 |
+
"185": "Level 3: Molecular biology(125)",
|
199 |
+
"186": "Level 3: Cell biology:DNA/RNA sequencing(126)",
|
200 |
+
"187": "Level 3: Human Metabolism(127)",
|
201 |
+
"188": "Level 3: Immunology(128)",
|
202 |
+
"189": "Level 3: Genetics(129)",
|
203 |
+
"190": "Level 3: Enzymology(130)",
|
204 |
+
"191": "Level 3: Polymerase chain reaction(131)",
|
205 |
+
"192": "Level 3: Northern blotting(132)",
|
206 |
+
"193": "Level 3: Southern blotting(133)"
|
207 |
+
},
|
208 |
+
"initializer_range": 0.02,
|
209 |
+
"intermediate_size": 3072,
|
210 |
+
"label2id": {
|
211 |
+
"Level 1: CS(0)": 0,
|
212 |
+
"Level 1: Civil(4)": 4,
|
213 |
+
"Level 1: ECE(1)": 1,
|
214 |
+
"Level 1: MAE(3)": 3,
|
215 |
+
"Level 1: Medical(5)": 5,
|
216 |
+
"Level 1: Psychology(2)": 2,
|
217 |
+
"Level 1: biochemistry(6)": 6,
|
218 |
+
"Level 2: UNKNOWN(0)": 7,
|
219 |
+
"Level 2: UNKNOWN(1)": 8,
|
220 |
+
"Level 2: UNKNOWN(10)": 17,
|
221 |
+
"Level 2: UNKNOWN(11)": 18,
|
222 |
+
"Level 2: UNKNOWN(12)": 19,
|
223 |
+
"Level 2: UNKNOWN(13)": 20,
|
224 |
+
"Level 2: UNKNOWN(14)": 21,
|
225 |
+
"Level 2: UNKNOWN(15)": 22,
|
226 |
+
"Level 2: UNKNOWN(16)": 23,
|
227 |
+
"Level 2: UNKNOWN(17)": 24,
|
228 |
+
"Level 2: UNKNOWN(18)": 25,
|
229 |
+
"Level 2: UNKNOWN(19)": 26,
|
230 |
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|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
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size 438595701
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