erew123 / alltalk_tts

AllTalk is based on the Coqui TTS engine, similar to the Coqui_tts extension for Text generation webUI, however supports a variety of advanced features, such as a settings page, low VRAM support, DeepSpeed, narrator, model finetuning, custom models, wav file maintenance. It can also be used with 3rd Party software via JSON calls.
GNU Affero General Public License v3.0
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How to address a Warning during training? #422

Closed cbnsingram closed 3 hours ago

cbnsingram commented 4 hours ago

🔴 If you have installed AllTalk in a custom Python environment, I will only be able to provide limited assistance/support. AllTalk draws on a variety of scripts and libraries that are not written or managed by myself, and they may fail, error or give strange results in custom built python environments.

🔴 Please generate a diagnostics report and upload the "diagnostics.log" as this helps me understand your configuration.

diagnostics.log

Describe the bug The OrderedVocab you are attempting to save contains holes for indices [5024, 5025], your vocabulary could be corrupted !

To Reproduce I ran step one with no errors apparent. I looked at a test and found the output acceptable. I have now started running training and am getting this warning as each .pth is processed. Tuning is still running so I don't know if this is causing corruption of the model.

Screenshots If applicable, add screenshots to help explain your problem. image

Text/logs If applicable, copy/paste in your logs here from the console.

Desktop (please complete the following information): AllTalk was updated: [11/25/2024] Custom Python environment: [no] Text-generation-webUI was updated: [11/25/2024]

Additional context This is my first fine tune project. If this is a known issue that relates to my dataset, please point me to how to troubleshoot.

cbnsingram commented 3 hours ago

The training produced a less than accurate model. I have rerun the model. The warnings above did not appear this time and model is slightly more accurate.

erew123 commented 3 hours ago

Hi @cbnsingram

Glad you got it working. Never seen that one before myself. Looks like its a intermittent/known bug with hugginfaces's transformers (looked up a few articles).

Ill at least add it to the list of known errors etc

Thanks