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34dcb845b5
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actually make using adamw_zero optimizer for multi-gpus work
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2023-03-08 15:31:33 +00:00 |
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ff07f707cb
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disable validation if validation dataset not found, clamp validation batch size to validation dataset size instead of simply reusing batch size, switch to adamw_zero optimizier when training with multi-gpus (because the yaml comment said to and I think it might be why I'm absolutely having garbage luck training this japanese dataset)
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2023-03-08 04:47:05 +00:00 |
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b4098dca73
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made validation working (will document later)
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2023-03-08 02:58:00 +00:00 |
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e862169e7f
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set validation to save rate and validation file if exists (need to test later)
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2023-03-07 20:38:31 +00:00 |
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3e220ed306
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added option to set worker size in training config generator (because the default is overkill), for whisper transcriptions, load a specialized language model if it exists (for now, only english), output transcription to web UI when done transcribing
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2023-03-05 05:17:19 +00:00 |
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df24827b9a
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renamed mega batch factor to an actual real term: gradient accumulation factor, fixed halting training not actually killing the training process and freeing up resources, some logic cleanup for gradient accumulation (so many brain worms and wrong assumptions from testing on low batch sizes) (read the training section in the wiki for more details)
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2023-03-04 15:55:06 +00:00 |
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c2726fa0d4
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added new training tunable: loss_text_ce_loss weight, added option to specify source model in case you want to finetune a finetuned model (for example, train a Japanese finetune on a large dataset, then finetune for a specific voice, need to truly validate if it produces usable output), some bug fixes that came up for some reason now and not earlier
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2023-03-01 01:17:38 +00:00 |
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225dee22d4
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huge success
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2023-02-23 06:24:54 +00:00 |
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8a1a48f31e
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Added very experimental float16 training for cards with not enough VRAM (10GiB and below, maybe) \!NOTE\! this is VERY EXPERIMETNAL, I have zero free time to validate it right now, I'll do it later
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2023-02-21 19:31:57 +00:00 |
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092dd7b2d7
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added more safeties and parameters to training yaml generator, I think I tested it extensively enough
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2023-02-19 16:16:44 +00:00 |
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cf758f4732
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oops
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2023-02-18 15:50:51 +00:00 |
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d5c1433268
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a bit of UI cleanup, import multiple audio files at once, actually shows progress when importing voices, hides audio metadata / latents if no generated settings are detected, preparing datasets shows its progress, saving a training YAML shows a message when done, training now works within the web UI, training output shows to web UI, provided notebook is cleaned up and uses a venv, etc.
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2023-02-18 02:07:22 +00:00 |
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