ashrafulparan commited on
Commit
25c8897
1 Parent(s): 4e59e0b

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +209 -0
README.md ADDED
@@ -0,0 +1,209 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ language:
4
+ - bn
5
+ metrics:
6
+ - wer
7
+ - cer
8
+ tags:
9
+ - bengali.ai
10
+ - bengali
11
+ - bangla
12
+ - asr
13
+ - dialiect
14
+ ---
15
+ # Model Card for Model ID
16
+
17
+ This is a finetuned version of whisper-small trained on bengali.ai dataset for bengali regional dialects
18
+
19
+
20
+ This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
21
+
22
+ ## Model Details
23
+
24
+ ### Model Description
25
+
26
+ <!-- Provide a longer summary of what this model is. -->
27
+
28
+
29
+
30
+ - **Developed by:** [More Information Needed]
31
+ - **Funded by [optional]:** [More Information Needed]
32
+ - **Shared by [optional]:** [More Information Needed]
33
+ - **Model type:** [More Information Needed]
34
+ - **Language(s) (NLP):** [More Information Needed]
35
+ - **License:** [More Information Needed]
36
+ - **Finetuned from model [optional]:** [More Information Needed]
37
+
38
+ ### Model Sources [optional]
39
+
40
+ <!-- Provide the basic links for the model. -->
41
+
42
+ - **Repository:** [More Information Needed]
43
+ - **Paper [optional]:** [More Information Needed]
44
+ - **Demo [optional]:** [More Information Needed]
45
+
46
+ ## Uses
47
+
48
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
49
+
50
+ ### Direct Use
51
+
52
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
53
+
54
+ [More Information Needed]
55
+
56
+ ### Downstream Use [optional]
57
+
58
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
59
+
60
+ [More Information Needed]
61
+
62
+ ### Out-of-Scope Use
63
+
64
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
65
+
66
+ [More Information Needed]
67
+
68
+ ## Bias, Risks, and Limitations
69
+
70
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
71
+
72
+ [More Information Needed]
73
+
74
+ ### Recommendations
75
+
76
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
77
+
78
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
79
+
80
+ ## How to Get Started with the Model
81
+
82
+ Use the code below to get started with the model.
83
+
84
+ [More Information Needed]
85
+
86
+ ## Training Details
87
+
88
+ ### Training Data
89
+
90
+ <!-- This should link to a Dataset 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. -->
91
+
92
+ [More Information Needed]
93
+
94
+ ### Training Procedure
95
+
96
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
97
+
98
+ #### Preprocessing [optional]
99
+
100
+ [More Information Needed]
101
+
102
+
103
+ #### Training Hyperparameters
104
+
105
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
106
+
107
+ #### Speeds, Sizes, Times [optional]
108
+
109
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
110
+
111
+ [More Information Needed]
112
+
113
+ ## Evaluation
114
+
115
+ <!-- This section describes the evaluation protocols and provides the results. -->
116
+
117
+ ### Testing Data, Factors & Metrics
118
+
119
+ #### Testing Data
120
+
121
+ <!-- This should link to a Dataset Card if possible. -->
122
+
123
+ [More Information Needed]
124
+
125
+ #### Factors
126
+
127
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
128
+
129
+ [More Information Needed]
130
+
131
+ #### Metrics
132
+
133
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
134
+
135
+ [More Information Needed]
136
+
137
+ ### Results
138
+
139
+ [More Information Needed]
140
+
141
+ #### Summary
142
+
143
+
144
+
145
+ ## Model Examination [optional]
146
+
147
+ <!-- Relevant interpretability work for the model goes here -->
148
+
149
+ [More Information Needed]
150
+
151
+ ## Environmental Impact
152
+
153
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
154
+
155
+ 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).
156
+
157
+ - **Hardware Type:** [More Information Needed]
158
+ - **Hours used:** [More Information Needed]
159
+ - **Cloud Provider:** [More Information Needed]
160
+ - **Compute Region:** [More Information Needed]
161
+ - **Carbon Emitted:** [More Information Needed]
162
+
163
+ ## Technical Specifications [optional]
164
+
165
+ ### Model Architecture and Objective
166
+
167
+ [More Information Needed]
168
+
169
+ ### Compute Infrastructure
170
+
171
+ [More Information Needed]
172
+
173
+ #### Hardware
174
+
175
+ [More Information Needed]
176
+
177
+ #### Software
178
+
179
+ [More Information Needed]
180
+
181
+ ## Citation [optional]
182
+
183
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
184
+
185
+ **BibTeX:**
186
+
187
+ [More Information Needed]
188
+
189
+ **APA:**
190
+
191
+ [More Information Needed]
192
+
193
+ ## Glossary [optional]
194
+
195
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
196
+
197
+ [More Information Needed]
198
+
199
+ ## More Information [optional]
200
+
201
+ [More Information Needed]
202
+
203
+ ## Model Card Authors [optional]
204
+
205
+ [More Information Needed]
206
+
207
+ ## Model Card Contact
208
+
209
+ [More Information Needed]