Update README.md

README.md

@@ -13,17 +13,18 @@ This model is an autoregressive transformer model in GPT-style, trained to analy
 
 The pretraining task is defined as "Sequence<...>" where ... is an amino acid sequence.
 
-Mechanics-related tasks are:
-
-CalculateForce<GEECDCGSPSNPCCDAATCKLRPGAQCADGLC...> [0.262]',
-CalculateEnergy<GEECDCGSPSNPCCDAATCKLRPGAQCADGLC...> [0.220]',
-CalculateForceEnergy<GEECDCGSPSNPCCDAATCKLRPGAQCADGLC...> [0.262,0.220]',
-CalculateForceHistory<GEECDCGSPSNPCCDAATCKLRPGAQCADGLC...> [0.004,0.034,0.125,0.142,0.159,0.102,0.079,0.073,0.131,0.105,0.071,0.058,0.072,0.060,0.049,0.114,0.122,0.108,0.173,0.192,0.208,0.153,0.212,0.222,0.244]',
-GenerateForce<0.262> [GEECDCGSPSNPCCDAATCKLRPGAQCADGLC...]’
-GenerateForce<0.220> [GEECDCGSPSNPCCDAATCKLRPGAQCADGLC...]’
-GenerateForceEnergy<0.262,0.220> [GEECDCGSPSNPCCDAATCKLRPGAQCADGLC...]’
-GenerateForceHistory<0.004,0.034,0.125,0.142,0.159,0.102,0.079,0.073,0.131,0.105,0.071,0.058,0.072,0.060,0.049,0.114,0.122,0.108,0.173,0.192,0.208,0.153,0.212,0.222,0.244> [GEECDCGSPSNPCCDAATCKLRPGAQCADGLCCDQCRFKKKRTICRIARGDFPDDRCTGQSADCPRWN]’
+Mechanics-related forward and inverse tasks are:
 
+```raw
+CalculateForce<GEECDCGSPSNP..>, 
+CalculateEnergy<GEECDCGSPSNP..> 
+CalculateForceEnergy<GEECDCGSPSNP...>
+CalculateForceHistory<GEECDCGSPSNP...> 
+GenerateForce<0.262> 
+GenerateForce<0.220> 
+GenerateForceEnergy<0.262,0.220> 
+GenerateForceHistory<0.004,0.034,0.125,0.142,0.159,0.102,0.079,0.073,0.131,0.105,0.071,0.058,0.072,0.060,0.049,0.114,0.122,0.108,0.173,0.192,0.208,0.153,0.212,0.222,0.244>
+```
 Load pretrained model:
 
 ```python
@@ -88,7 +89,7 @@ for i, sample_output in enumerate(sample_outputs):
 Output:
 ```raw
 0: CalculateForce<GEECDCGSPSNPCCDAATCKLRPGAQCADGLCCDQCRFKKKRTICRIARGDFPDDRCTGQSADCPRWN> [0.262]```
-'
+```
 
 ## Citation
 To cite this work: