What's Changed now actually download the new models by @alinelena in https://github.com/ACEsuit/mace/pull/721 Evaluate test sets separately for different heads by @ThomasWarford in https://github.com/ACEsuit/mace/pull/681 Add pre-processing config file option by @ElliottKasoar in https://github.com/ACEsuit/mace/pull/664 Add mace_mp medium performance benchmark by @hatemhelal in https://github.com/ACEsuit/mace/pull/647 change learning rate for multihead ft by @ilyes319 in https://github.com/ACEsuit/mace/pull/727 add option to rescale number of ft sample by @ilyes319 in https://github.com/ACEsuit/mace/pull/736 Clean up unused Polynomial Cutoff Class from ZBLBasis, remove r_max argument. by @CompRhys in https://github.com/ACEsuit/mace/pull/569 allow custom cache based on XDG_CACHE_HOME env variable, addresses #724 by @alinelena in https://github.com/ACEsuit/mace/pull/755 Fix default outpout_file in select_head, and add argument to list heads by @bernstei in https://github.com/ACEsuit/mace/pull/772 change default mp model to mpa model+bump version by @ilyes319 in https://github.com/ACEsuit/mace/pull/758 solve jit backward compatibility by @ilyes319 in https://github.com/ACEsuit/mace/pull/778 fix the reshape irreps for jit backward by @ilyes319 in https://github.com/ACEsuit/mace/pull/779 fix formatting by @ilyes319 in https://github.com/ACEsuit/mace/pull/780 Develop by @ilyes319 in https://github.com/ACEsuit/mace/pull/781 Develop by @ilyes319 in https://github.com/ACEsuit/mace/pull/785 make cueq optional dep and add special test by @ilyes319 in https://github.com/ACEsuit/mace/pull/786 Full Changelog: https://github.com/ACEsuit/mace/compare/v0.3.9...v0.3.10