Iker commited on
Commit
1f4f666
1 Parent(s): 6703a88

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +249 -1
README.md CHANGED
@@ -1,3 +1,251 @@
1
  ---
2
- license: llama2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ license: mit
3
+ datasets:
4
+ - ACE05
5
+ - bc5cdr
6
+ - conll2003
7
+ - ncbi_disease
8
+ - conll2012_ontonotesv5
9
+ - rams
10
+ - tacred
11
+ - wnut_17
12
+ - broad_twitter_corpus
13
+ - casie
14
+ - CrossNER
15
+ - e3c
16
+ - fabner
17
+ - harvey_ner
18
+ - mit_movies
19
+ - mit_restaurant
20
+ - multinerd
21
+ - WikiEvent
22
+ language:
23
+ - en
24
+ metrics:
25
+ - f1
26
+ pipeline_tag: text-generation
27
  ---
28
+ # Model Card for Model ID
29
+
30
+ GoLLIE **G**uideline-f**o**llowing **L**arge **L**anguage Model for **IE**, is a model able to improve zero-shot results on unseen IE tasks by virtue of being fine-tuned to comply with annotation guidelines.
31
+
32
+ ## Model Details
33
+
34
+ ```Python
35
+
36
+ # The following lines describe the task definition
37
+ @dataclass
38
+ class PersonTemplate(Template):
39
+ """Person templates encodes the information about the given query
40
+ Person entity."""
41
+ query: str # The Person entity query
42
+ alternate_names: Optional[List[Name]] = None
43
+ """Names used to refer to the query person that are distinct from the
44
+ 'official' name. Including: aliases, stage names, abbreviations ..."""
45
+ date_of_birth: Optional[Value] = None
46
+ """The date on which the query person was born."""
47
+ age: Optional[Value] = None
48
+ """A reported age of the query person."""
49
+ city_of_birth: Optional[Name] = None
50
+ """The geopolitical entity at the municipality level (city, town, or
51
+ village) in which the query person was born"""
52
+ date_of_death: Optional[Value] = None
53
+ """The date of the query person's death."""
54
+
55
+ # This is the text to analyze
56
+ text = "Mongolian Prime Minister M. Enkhbold arrived on Monday. "
57
+ # The annotation instances that take place in the text above are listed here
58
+ result = [
59
+ PersonTemplate(
60
+ query="M. Enkhbold",
61
+ countries_of_residence=[Name("Mongolian")],
62
+ title=[String("Prime Minister")],
63
+ ),
64
+ ]
65
+
66
+ ```
67
+
68
+
69
+ ### Model Description
70
+
71
+ <!-- Provide a longer summary of what this model is. -->
72
+
73
+
74
+
75
+ - **Developed by:** Oscar Sainz, Iker García-Ferrero, Rodrigo Agerri, Oier Lopez de Lacalle, German Rigau, Eneko Agirre
76
+ - **Institution:** HiTZ Basque Center for Language Technology - Ixa, University of the Basque Country UPV/EHU
77
+ - **Model type:** CODE-LLaMA2
78
+ - **Language(s) (NLP):** English
79
+ - **License:** LLaMA2 License for the base and merged model. Apache 2.0 for pre-trained LoRA Adapters
80
+ - **Finetuned from model [optional]:** CODE-LLaMA2
81
+
82
+ ### Model Sources [optional]
83
+
84
+ - **Repository:** https://github.com/osainz59/CoLLIE
85
+ - **Paper [optional]:** **Coming soon**
86
+ - **Demo [optional]:** **Coming soon**
87
+
88
+ ## Uses
89
+
90
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
91
+
92
+ ### Direct Use
93
+
94
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
95
+
96
+ [More Information Needed]
97
+
98
+ ### Downstream Use [optional]
99
+
100
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
101
+
102
+ [More Information Needed]
103
+
104
+ ### Out-of-Scope Use
105
+
106
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
107
+
108
+ [More Information Needed]
109
+
110
+ ## Bias, Risks, and Limitations
111
+
112
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
113
+
114
+ [More Information Needed]
115
+
116
+ ### Recommendations
117
+
118
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
119
+
120
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
121
+
122
+ ## How to Get Started with the Model
123
+
124
+ Use the code below to get started with the model.
125
+
126
+ [More Information Needed]
127
+
128
+ ## Training Details
129
+
130
+ ### Training Data
131
+
132
+ <!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
133
+
134
+ [More Information Needed]
135
+
136
+ ### Training Procedure
137
+
138
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
139
+
140
+ #### Preprocessing [optional]
141
+
142
+ [More Information Needed]
143
+
144
+
145
+ #### Training Hyperparameters
146
+
147
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
148
+
149
+ #### Speeds, Sizes, Times [optional]
150
+
151
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
152
+
153
+ [More Information Needed]
154
+
155
+ ## Evaluation
156
+
157
+ <!-- This section describes the evaluation protocols and provides the results. -->
158
+
159
+ ### Testing Data, Factors & Metrics
160
+
161
+ #### Testing Data
162
+
163
+ <!-- This should link to a Data Card if possible. -->
164
+
165
+ [More Information Needed]
166
+
167
+ #### Factors
168
+
169
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
170
+
171
+ [More Information Needed]
172
+
173
+ #### Metrics
174
+
175
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
176
+
177
+ [More Information Needed]
178
+
179
+ ### Results
180
+
181
+ [More Information Needed]
182
+
183
+ #### Summary
184
+
185
+
186
+
187
+ ## Model Examination [optional]
188
+
189
+ <!-- Relevant interpretability work for the model goes here -->
190
+
191
+ [More Information Needed]
192
+
193
+ ## Environmental Impact
194
+
195
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
196
+
197
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
198
+
199
+ - **Hardware Type:** [More Information Needed]
200
+ - **Hours used:** [More Information Needed]
201
+ - **Cloud Provider:** [More Information Needed]
202
+ - **Compute Region:** [More Information Needed]
203
+ - **Carbon Emitted:** [More Information Needed]
204
+
205
+ ## Technical Specifications [optional]
206
+
207
+ ### Model Architecture and Objective
208
+
209
+ [More Information Needed]
210
+
211
+ ### Compute Infrastructure
212
+
213
+ [More Information Needed]
214
+
215
+ #### Hardware
216
+
217
+ [More Information Needed]
218
+
219
+ #### Software
220
+
221
+ [More Information Needed]
222
+
223
+ ## Citation [optional]
224
+
225
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
226
+
227
+ **BibTeX:**
228
+
229
+ [More Information Needed]
230
+
231
+ **APA:**
232
+
233
+ [More Information Needed]
234
+
235
+ ## Glossary [optional]
236
+
237
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
238
+
239
+ [More Information Needed]
240
+
241
+ ## More Information [optional]
242
+
243
+ [More Information Needed]
244
+
245
+ ## Model Card Authors [optional]
246
+
247
+ [More Information Needed]
248
+
249
+ ## Model Card Contact
250
+
251
+ [More Information Needed]