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Update axolotl image and other dependencies #28
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The primary change here is to update the version of the
axolotl
container to correspond to the v0.4.0 release. There are also some changes directly downstream of that:transformers
flash_attention
enableddeepspeed
config pathsAdditionally, I've made some updates to the configs that aren't strictly related to the axolotl version, but arose from the testing that I was doing:
sample_packing
which seems to be on net harmful for the medium-sized finetuning dataset we use in our demonstration.Finally, I updated some of the CI that I added in a previous PR:
Despite being fairly lightweight and taking just a couple of minutes, the models that train in CI seem pretty good! (evaluation loss of ≈0.06 for Mistral).