Update README.md
Browse files
README.md
CHANGED
@@ -13,191 +13,85 @@ Fine tune of [Smaug 72b v0.1](https://huggingface.co/abacusai/Smaug-72B-v0.1) us
|
|
13 |
|
14 |
|
15 |
|
16 |
-
## Model Details
|
17 |
-
|
18 |
-
### Model Description
|
19 |
-
|
20 |
-
<!-- Provide a longer summary of what this model is. -->
|
21 |
-
|
22 |
-
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
|
23 |
-
|
24 |
-
- **Developed by:** [More Information Needed]
|
25 |
-
- **Funded by [optional]:** [More Information Needed]
|
26 |
-
- **Shared by [optional]:** [More Information Needed]
|
27 |
-
- **Model type:** [More Information Needed]
|
28 |
-
- **Language(s) (NLP):** [More Information Needed]
|
29 |
-
- **License:** [More Information Needed]
|
30 |
-
- **Finetuned from model [optional]:** [More Information Needed]
|
31 |
-
|
32 |
-
### Model Sources [optional]
|
33 |
-
|
34 |
-
<!-- Provide the basic links for the model. -->
|
35 |
-
|
36 |
-
- **Repository:** [More Information Needed]
|
37 |
-
- **Paper [optional]:** [More Information Needed]
|
38 |
-
- **Demo [optional]:** [More Information Needed]
|
39 |
-
|
40 |
-
## Uses
|
41 |
-
|
42 |
-
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
43 |
-
|
44 |
-
### Direct Use
|
45 |
-
|
46 |
-
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
47 |
-
|
48 |
-
[More Information Needed]
|
49 |
-
|
50 |
-
### Downstream Use [optional]
|
51 |
-
|
52 |
-
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
53 |
-
|
54 |
-
[More Information Needed]
|
55 |
-
|
56 |
-
### Out-of-Scope Use
|
57 |
-
|
58 |
-
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
59 |
-
|
60 |
-
[More Information Needed]
|
61 |
-
|
62 |
-
## Bias, Risks, and Limitations
|
63 |
-
|
64 |
-
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
65 |
-
|
66 |
-
[More Information Needed]
|
67 |
-
|
68 |
-
### Recommendations
|
69 |
-
|
70 |
-
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
71 |
-
|
72 |
-
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
73 |
-
|
74 |
## How to Get Started with the Model
|
75 |
|
76 |
Use the code below to get started with the model.
|
77 |
|
78 |
-
[More Information Needed]
|
79 |
-
|
80 |
-
## Training Details
|
81 |
-
|
82 |
-
### Training Data
|
83 |
-
|
84 |
-
<!-- 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. -->
|
85 |
-
|
86 |
-
[More Information Needed]
|
87 |
-
|
88 |
-
### Training Procedure
|
89 |
-
|
90 |
-
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
91 |
-
|
92 |
-
#### Preprocessing [optional]
|
93 |
-
|
94 |
-
[More Information Needed]
|
95 |
-
|
96 |
-
|
97 |
-
#### Training Hyperparameters
|
98 |
-
|
99 |
-
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
100 |
-
|
101 |
-
#### Speeds, Sizes, Times [optional]
|
102 |
-
|
103 |
-
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
104 |
-
|
105 |
-
[More Information Needed]
|
106 |
|
107 |
## Evaluation
|
108 |
|
109 |
-
|
110 |
-
|
111 |
-
|
112 |
-
|
113 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
114 |
|
115 |
-
<!-- This should link to a Dataset Card if possible. -->
|
116 |
-
|
117 |
-
[More Information Needed]
|
118 |
-
|
119 |
-
#### Factors
|
120 |
-
|
121 |
-
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
122 |
-
|
123 |
-
[More Information Needed]
|
124 |
-
|
125 |
-
#### Metrics
|
126 |
-
|
127 |
-
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
128 |
-
|
129 |
-
[More Information Needed]
|
130 |
-
|
131 |
-
### Results
|
132 |
-
|
133 |
-
[More Information Needed]
|
134 |
-
|
135 |
-
#### Summary
|
136 |
-
|
137 |
-
|
138 |
-
|
139 |
-
## Model Examination [optional]
|
140 |
-
|
141 |
-
<!-- Relevant interpretability work for the model goes here -->
|
142 |
-
|
143 |
-
[More Information Needed]
|
144 |
|
145 |
## Environmental Impact
|
146 |
|
147 |
-
|
148 |
-
|
149 |
-
|
150 |
-
|
151 |
-
- **
|
152 |
-
- **Hours used:** [More Information Needed]
|
153 |
-
- **Cloud Provider:** [More Information Needed]
|
154 |
-
- **Compute Region:** [More Information Needed]
|
155 |
-
- **Carbon Emitted:** [More Information Needed]
|
156 |
-
|
157 |
-
## Technical Specifications [optional]
|
158 |
-
|
159 |
-
### Model Architecture and Objective
|
160 |
-
|
161 |
-
[More Information Needed]
|
162 |
-
|
163 |
-
### Compute Infrastructure
|
164 |
-
|
165 |
-
[More Information Needed]
|
166 |
-
|
167 |
-
#### Hardware
|
168 |
-
|
169 |
-
[More Information Needed]
|
170 |
-
|
171 |
-
#### Software
|
172 |
-
|
173 |
-
[More Information Needed]
|
174 |
-
|
175 |
-
## Citation [optional]
|
176 |
-
|
177 |
-
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
178 |
-
|
179 |
-
**BibTeX:**
|
180 |
-
|
181 |
-
[More Information Needed]
|
182 |
-
|
183 |
-
**APA:**
|
184 |
-
|
185 |
-
[More Information Needed]
|
186 |
-
|
187 |
-
## Glossary [optional]
|
188 |
-
|
189 |
-
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
190 |
-
|
191 |
-
[More Information Needed]
|
192 |
-
|
193 |
-
## More Information [optional]
|
194 |
-
|
195 |
-
[More Information Needed]
|
196 |
-
|
197 |
-
## Model Card Authors [optional]
|
198 |
-
|
199 |
-
[More Information Needed]
|
200 |
-
|
201 |
-
## Model Card Contact
|
202 |
|
203 |
-
[More Information Needed]
|
|
|
13 |
|
14 |
|
15 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
## How to Get Started with the Model
|
17 |
|
18 |
Use the code below to get started with the model.
|
19 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
20 |
|
21 |
## Evaluation
|
22 |
|
23 |
+
| Test Name | Accuracy (%) |
|
24 |
+
|---------------------------------|--------------|
|
25 |
+
| All | 77.31 |
|
26 |
+
| arc:challenge | 70.82 |
|
27 |
+
| hellaswag | 69.84 |
|
28 |
+
| hendrycksTest-abstract_algebra | 42.00 |
|
29 |
+
| hendrycksTest-anatomy | 71.85 |
|
30 |
+
| hendrycksTest-astronomy | 86.84 |
|
31 |
+
| hendrycksTest-business_ethics | 82.00 |
|
32 |
+
| hendrycksTest-clinical_knowledge| 84.53 |
|
33 |
+
| hendrycksTest-college_biology | 93.06 |
|
34 |
+
| hendrycksTest-college_chemistry | 54.00 |
|
35 |
+
| hendrycksTest-college_computer_science | 65.00 |
|
36 |
+
| hendrycksTest-college_mathematics | 52.00 |
|
37 |
+
| hendrycksTest-college_medicine | 75.14 |
|
38 |
+
| hendrycksTest-college_physics | 55.88 |
|
39 |
+
| hendrycksTest-computer_security | 82.00 |
|
40 |
+
| hendrycksTest-conceptual_physics| 80.43 |
|
41 |
+
| hendrycksTest-econometrics | 60.53 |
|
42 |
+
| hendrycksTest-electrical_engineering | 79.31 |
|
43 |
+
| hendrycksTest-elementary_mathematics | 70.37 |
|
44 |
+
| hendrycksTest-formal_logic | 58.73 |
|
45 |
+
| hendrycksTest-global_facts | 54.00 |
|
46 |
+
| hendrycksTest-high_school_biology | 88.39 |
|
47 |
+
| hendrycksTest-high_school_chemistry | 66.01 |
|
48 |
+
| hendrycksTest-high_school_computer_science | 82.00 |
|
49 |
+
| hendrycksTest-high_school_european_history | 84.24 |
|
50 |
+
| hendrycksTest-high_school_geography | 94.44 |
|
51 |
+
| hendrycksTest-high_school_government_and_politics | 98.96 |
|
52 |
+
| hendrycksTest-high_school_macroeconomics | 82.05 |
|
53 |
+
| hendrycksTest-high_school_mathematics | 45.93 |
|
54 |
+
| hendrycksTest-high_school_microeconomics | 86.13 |
|
55 |
+
| hendrycksTest-high_school_physics | 54.97 |
|
56 |
+
| hendrycksTest-high_school_psychology | 92.84 |
|
57 |
+
| hendrycksTest-high_school_statistics | 68.98 |
|
58 |
+
| hendrycksTest-high_school_us_history | 91.67 |
|
59 |
+
| hendrycksTest-high_school_world_history | 89.87 |
|
60 |
+
| hendrycksTest-human_aging | 78.03 |
|
61 |
+
| hendrycksTest-human_sexuality | 89.31 |
|
62 |
+
| hendrycksTest-international_law | 90.91 |
|
63 |
+
| hendrycksTest-jurisprudence | 87.96 |
|
64 |
+
| hendrycksTest-logical_fallacies | 84.05 |
|
65 |
+
| hendrycksTest-machine_learning | 58.93 |
|
66 |
+
| hendrycksTest-management | 87.38 |
|
67 |
+
| hendrycksTest-marketing | 95.30 |
|
68 |
+
| hendrycksTest-medical_genetics | 86.00 |
|
69 |
+
| hendrycksTest-miscellaneous | 92.21 |
|
70 |
+
| hendrycksTest-moral_disputes | 83.53 |
|
71 |
+
| hendrycksTest-moral_scenarios | 69.72 |
|
72 |
+
| hendrycksTest-nutrition | 85.62 |
|
73 |
+
| hendrycksTest-philosophy | 83.60 |
|
74 |
+
| hendrycksTest-prehistory | 87.04 |
|
75 |
+
| hendrycksTest-professional_accounting | 65.96 |
|
76 |
+
| hendrycksTest-professional_law | 60.69 |
|
77 |
+
| hendrycksTest-professional_medicine | 82.72 |
|
78 |
+
| hendrycksTest-professional_psychology | 81.86 |
|
79 |
+
| hendrycksTest-public_relations | 75.45 |
|
80 |
+
| hendrycksTest-security_studies | 82.04 |
|
81 |
+
| hendrycksTest-sociology | 88.56 |
|
82 |
+
| hendrycksTest-us_foreign_policy | 94.00 |
|
83 |
+
| hendrycksTest-virology | 57.23 |
|
84 |
+
| hendrycksTest-world_religions | 89.47 |
|
85 |
+
| truthfulqa:mc | - |
|
86 |
+
| winogrande | 86.03 |
|
87 |
+
| gsm8k | 77.63 |
|
88 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
89 |
|
90 |
## Environmental Impact
|
91 |
|
92 |
+
- **Hardware Type:** [A100's]
|
93 |
+
- **Hours used:** [8]
|
94 |
+
- **Cloud Provider:** [runpod.io]
|
95 |
+
- **Compute Region:** [US]
|
96 |
+
- **Carbon Emitted:** [?]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
97 |
|
|