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Parent(s):
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Update README.md
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README.md
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---
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A 23-year-old pregnant woman at 22 weeks gestation presents with burning upon urination. She states it started 1 day ago and has been worsening despite drinking more water and taking cranberry extract. She otherwise feels well and is followed by a doctor for her pregnancy. Her temperature is 97.7°F (36.5°C), blood pressure is 122/77 mmHg, pulse is 80/min, respirations are 19/min, and oxygen saturation is 98% on room air. Physical exam is notable for an absence of costovertebral angle tenderness and a gravid uterus. Which of the following is the best treatment for this patient?
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@@ -134,4 +135,393 @@ Step 4: Solve the subtraction next. Subtracting 8 from 25 gives you 17.
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Step 5: Finally, add 3 to the result of the previous step. Adding 3 to 17 gives you a final answer of 20.
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So, 25 - 4 * 2 + 3 = 20.</s>
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```
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---
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+
## Quantized mode
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Here is the list of GGUF models quantized from 2 to 8 bits: https://huggingface.co/MaziyarPanahi/Bioxtral-4x7B-v0.1-GGUF
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+
## Examples
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A 23-year-old pregnant woman at 22 weeks gestation presents with burning upon urination. She states it started 1 day ago and has been worsening despite drinking more water and taking cranberry extract. She otherwise feels well and is followed by a doctor for her pregnancy. Her temperature is 97.7°F (36.5°C), blood pressure is 122/77 mmHg, pulse is 80/min, respirations are 19/min, and oxygen saturation is 98% on room air. Physical exam is notable for an absence of costovertebral angle tenderness and a gravid uterus. Which of the following is the best treatment for this patient?
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| 135 |
Step 5: Finally, add 3 to the result of the previous step. Adding 3 to 17 gives you a final answer of 20.
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| 136 |
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So, 25 - 4 * 2 + 3 = 20.</s>
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+
```
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+
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+
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## Eval
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source: https://huggingface.co/datasets/open-llm-leaderboard/details_MaziyarPanahi__Bioxtral-4x7B-v0.1
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```python
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{
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| 147 |
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"all": {
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"acc": 0.6390815384774987,
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| 149 |
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"acc_stderr": 0.03233527173865626,
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| 150 |
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"acc_norm": 0.6405373328568302,
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| 151 |
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"acc_norm_stderr": 0.032994557880045274,
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| 152 |
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"mc1": 0.5152998776009792,
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| 153 |
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"mc1_stderr": 0.017495304473187902,
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| 154 |
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"mc2": 0.6845419346695587,
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| 155 |
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"mc2_stderr": 0.014829461272743373
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},
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| 157 |
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"harness|arc:challenge|25": {
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"acc": 0.658703071672355,
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| 159 |
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"acc_stderr": 0.01385583128749772,
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| 160 |
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"acc_norm": 0.6834470989761092,
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| 161 |
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"acc_norm_stderr": 0.013592431519068079
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| 162 |
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},
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| 163 |
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"harness|hellaswag|10": {
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| 164 |
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"acc": 0.6946823341963753,
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| 165 |
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"acc_stderr": 0.004596006250433548,
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| 166 |
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"acc_norm": 0.8727345150368453,
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| 167 |
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"acc_norm_stderr": 0.003325890225529856
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| 168 |
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},
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| 169 |
+
"harness|hendrycksTest-abstract_algebra|5": {
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| 170 |
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"acc": 0.31,
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| 171 |
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"acc_stderr": 0.04648231987117316,
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| 172 |
+
"acc_norm": 0.31,
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| 173 |
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"acc_norm_stderr": 0.04648231987117316
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| 174 |
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},
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| 175 |
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"harness|hendrycksTest-anatomy|5": {
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| 176 |
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"acc": 0.6370370370370371,
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| 177 |
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"acc_stderr": 0.04153948404742397,
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| 178 |
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"acc_norm": 0.6370370370370371,
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| 179 |
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"acc_norm_stderr": 0.04153948404742397
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},
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| 181 |
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"harness|hendrycksTest-astronomy|5": {
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"acc": 0.7105263157894737,
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| 183 |
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"acc_stderr": 0.03690677986137283,
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| 184 |
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"acc_norm": 0.7105263157894737,
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| 185 |
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"acc_norm_stderr": 0.03690677986137283
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| 186 |
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},
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| 187 |
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"harness|hendrycksTest-business_ethics|5": {
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"acc": 0.63,
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| 189 |
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"acc_stderr": 0.04852365870939099,
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| 190 |
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"acc_norm": 0.63,
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| 191 |
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"acc_norm_stderr": 0.04852365870939099
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| 192 |
+
},
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| 193 |
+
"harness|hendrycksTest-clinical_knowledge|5": {
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+
"acc": 0.6943396226415094,
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| 195 |
+
"acc_stderr": 0.028353298073322663,
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| 196 |
+
"acc_norm": 0.6943396226415094,
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| 197 |
+
"acc_norm_stderr": 0.028353298073322663
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| 198 |
+
},
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| 199 |
+
"harness|hendrycksTest-college_biology|5": {
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+
"acc": 0.7222222222222222,
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| 201 |
+
"acc_stderr": 0.037455547914624555,
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| 202 |
+
"acc_norm": 0.7222222222222222,
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| 203 |
+
"acc_norm_stderr": 0.037455547914624555
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+
},
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| 205 |
+
"harness|hendrycksTest-college_chemistry|5": {
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| 206 |
+
"acc": 0.44,
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| 207 |
+
"acc_stderr": 0.04988876515698589,
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| 208 |
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"acc_norm": 0.44,
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| 209 |
+
"acc_norm_stderr": 0.04988876515698589
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+
},
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| 211 |
+
"harness|hendrycksTest-college_computer_science|5": {
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+
"acc": 0.56,
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| 213 |
+
"acc_stderr": 0.049888765156985884,
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| 214 |
+
"acc_norm": 0.56,
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| 215 |
+
"acc_norm_stderr": 0.049888765156985884
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| 216 |
+
},
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| 217 |
+
"harness|hendrycksTest-college_mathematics|5": {
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| 218 |
+
"acc": 0.29,
|
| 219 |
+
"acc_stderr": 0.04560480215720684,
|
| 220 |
+
"acc_norm": 0.29,
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| 221 |
+
"acc_norm_stderr": 0.04560480215720684
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| 222 |
+
},
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| 223 |
+
"harness|hendrycksTest-college_medicine|5": {
|
| 224 |
+
"acc": 0.6184971098265896,
|
| 225 |
+
"acc_stderr": 0.03703851193099521,
|
| 226 |
+
"acc_norm": 0.6184971098265896,
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| 227 |
+
"acc_norm_stderr": 0.03703851193099521
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| 228 |
+
},
|
| 229 |
+
"harness|hendrycksTest-college_physics|5": {
|
| 230 |
+
"acc": 0.43137254901960786,
|
| 231 |
+
"acc_stderr": 0.04928099597287534,
|
| 232 |
+
"acc_norm": 0.43137254901960786,
|
| 233 |
+
"acc_norm_stderr": 0.04928099597287534
|
| 234 |
+
},
|
| 235 |
+
"harness|hendrycksTest-computer_security|5": {
|
| 236 |
+
"acc": 0.78,
|
| 237 |
+
"acc_stderr": 0.041633319989322605,
|
| 238 |
+
"acc_norm": 0.78,
|
| 239 |
+
"acc_norm_stderr": 0.041633319989322605
|
| 240 |
+
},
|
| 241 |
+
"harness|hendrycksTest-conceptual_physics|5": {
|
| 242 |
+
"acc": 0.5829787234042553,
|
| 243 |
+
"acc_stderr": 0.03223276266711712,
|
| 244 |
+
"acc_norm": 0.5829787234042553,
|
| 245 |
+
"acc_norm_stderr": 0.03223276266711712
|
| 246 |
+
},
|
| 247 |
+
"harness|hendrycksTest-econometrics|5": {
|
| 248 |
+
"acc": 0.45614035087719296,
|
| 249 |
+
"acc_stderr": 0.04685473041907789,
|
| 250 |
+
"acc_norm": 0.45614035087719296,
|
| 251 |
+
"acc_norm_stderr": 0.04685473041907789
|
| 252 |
+
},
|
| 253 |
+
"harness|hendrycksTest-electrical_engineering|5": {
|
| 254 |
+
"acc": 0.5310344827586206,
|
| 255 |
+
"acc_stderr": 0.04158632762097828,
|
| 256 |
+
"acc_norm": 0.5310344827586206,
|
| 257 |
+
"acc_norm_stderr": 0.04158632762097828
|
| 258 |
+
},
|
| 259 |
+
"harness|hendrycksTest-elementary_mathematics|5": {
|
| 260 |
+
"acc": 0.42328042328042326,
|
| 261 |
+
"acc_stderr": 0.025446365634406786,
|
| 262 |
+
"acc_norm": 0.42328042328042326,
|
| 263 |
+
"acc_norm_stderr": 0.025446365634406786
|
| 264 |
+
},
|
| 265 |
+
"harness|hendrycksTest-formal_logic|5": {
|
| 266 |
+
"acc": 0.47619047619047616,
|
| 267 |
+
"acc_stderr": 0.04467062628403273,
|
| 268 |
+
"acc_norm": 0.47619047619047616,
|
| 269 |
+
"acc_norm_stderr": 0.04467062628403273
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| 270 |
+
},
|
| 271 |
+
"harness|hendrycksTest-global_facts|5": {
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| 272 |
+
"acc": 0.28,
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| 273 |
+
"acc_stderr": 0.04512608598542128,
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| 274 |
+
"acc_norm": 0.28,
|
| 275 |
+
"acc_norm_stderr": 0.04512608598542128
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| 276 |
+
},
|
| 277 |
+
"harness|hendrycksTest-high_school_biology|5": {
|
| 278 |
+
"acc": 0.7516129032258064,
|
| 279 |
+
"acc_stderr": 0.024580028921481003,
|
| 280 |
+
"acc_norm": 0.7516129032258064,
|
| 281 |
+
"acc_norm_stderr": 0.024580028921481003
|
| 282 |
+
},
|
| 283 |
+
"harness|hendrycksTest-high_school_chemistry|5": {
|
| 284 |
+
"acc": 0.4975369458128079,
|
| 285 |
+
"acc_stderr": 0.03517945038691063,
|
| 286 |
+
"acc_norm": 0.4975369458128079,
|
| 287 |
+
"acc_norm_stderr": 0.03517945038691063
|
| 288 |
+
},
|
| 289 |
+
"harness|hendrycksTest-high_school_computer_science|5": {
|
| 290 |
+
"acc": 0.65,
|
| 291 |
+
"acc_stderr": 0.047937248544110196,
|
| 292 |
+
"acc_norm": 0.65,
|
| 293 |
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| 525 |
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}
|
| 526 |
+
|
| 527 |
```
|