Update links in FNO readme

Author: LTMeyer

the_well/benchmark/models/fno/README.md

@@ -47,21 +47,21 @@ Below is the list of checkpoints available for the training of FNO on different
 
 | Dataset                                | Best Learning Rate | Epochs | VRMSE  |
 |----------------------------------------|--------------------|--------|--------|
-| [acoustic_scattering_maze](https://huggingface.co/models/polymathic-ai/acoustic_scattering_maze)             | 1E-3               | 27     | 0.5033 |
-| active_matter                          | 5E-3               | 239    | 0.3157 |
-| convective_envelope_rsg                | 1E-4               | 14     | 0.0224 |
-| gray_scott_reaction_diffusion          | 1E-3               | 46     | 0.2044 |
-| helmholtz_staircase                    | 5E-4               | 132    | 0.00160|
-| MHD_64                                 | 5E-3               | 170    | 0.3352 |
-| planetswe                              | 5E-4               | 49     | 0.0855 |
-| post_neutron_star_merger               | 5E-4               | 104    | 0.4144 |
-| rayleigh_benard                        | 1E-4               | 32     | 0.6049 |
-| rayleigh_taylor_instability (At = 0.25)| 5E-3               | 177    | 0.4013 |
-| shear_flow                             | 1E-3               | 24     | 0.4450 |
-| supernova_explosion_64                 | 1E-4               | 40     | 0.3804 |
-| turbulence_gravity_cooling             | 1E-4               | 13     | 0.2381 |
-| turbulent_radiative_layer_2D           | 5E-3               | 500    | 0.4906 |
-| viscoelastic_instability               | 5E-3               | 205    | 0.7195 |
+| [acoustic_scattering_maze](https://huggingface.co/polymathic-ai/FNO-acoustic_scattering_maze)             | 1E-3               | 27     | 0.5033 |
+| [active_matter](https://huggingface.co/polymathic-ai/FNO-active_matter)                                   | 5E-3               | 239    | 0.3157 |
+| [convective_envelope_rsg](https://huggingface.co/polymathic-ai/FNO-convective_envelope_rsg)               | 1E-4               | 14     | 0.0224 |
+| [gray_scott_reaction_diffusion](https://huggingface.co/polymathic-ai/FNO-gray_scott_reaction_diffusion)   | 1E-3               | 46     | 0.2044 |
+| [helmholtz_staircase](https://huggingface.co/polymathic-ai/FNO-helmholtz_staircase)                       | 5E-4               | 132    | 0.00160|
+| [MHD_64](https://huggingface.co/polymathic-ai/FNO-MHD_64)                                                 | 5E-3               | 170    | 0.3352 |
+| [planetswe](https://huggingface.co/polymathic-ai/FNO-planetswe)                                           | 5E-4               | 49     | 0.0855 |
+| [post_neutron_star_merger](https://huggingface.co/polymathic-ai/FNO-post_neutron_star_merger)             | 5E-4               | 104    | 0.4144 |
+| [rayleigh_benard](https://huggingface.co/polymathic-ai/FNO-rayleigh_benard)                               | 1E-4               | 32     | 0.6049 |
+| [rayleigh_taylor_instability](https://huggingface.co/polymathic-ai/FNO-rayleigh_taylor_instability)       | 5E-3               | 177    | 0.4013 |
+| [shear_flow](https://huggingface.co/polymathic-ai/FNO-shear_flow)                                         | 1E-3               | 24     | 0.4450 |
+| [supernova_explosion_64](https://huggingface.co/polymathic-ai/FNO-supernova_explosion_64)                 | 1E-4               | 40     | 0.3804 |
+| [turbulence_gravity_cooling](https://huggingface.co/polymathic-ai/FNO-turbulence_gravity_cooling)         | 1E-4               | 13     | 0.2381 |
+| [turbulent_radiative_layer_2D](https://huggingface.co/polymathic-ai/FNO-turbulent_radiative_layer_2D)     | 5E-3               | 500    | 0.4906 |
+| [viscoelastic_instability](https://huggingface.co/polymathic-ai/FNO-viscoelastic_instability)             | 5E-3               | 205    | 0.7195 |
 
 ## Loading the model from Hugging Face