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Author	SHA1	Message	Date
mrq	8b9c9e1bbf	remove redundant stats, add showing LR	2023-03-05 18:53:12 +07:00
mrq	0231550287	forgot to remove a debug print	2023-03-05 18:27:16 +07:00
mrq	d97639e138	whispercpp actually works now (language loading was weird, slicing needed to divide time by 100), transcribing audio checks for silence and discards them	2023-03-05 17:54:36 +07:00
mrq	b8a620e8d7	actually accumulate derivatives when estimating milestones and final loss by using half of the log	2023-03-05 14:39:24 +07:00
mrq	35225a35da	oops v2	2023-03-05 14:19:41 +07:00
mrq	b5e9899bbf	5 hour sleep brained	2023-03-05 13:37:05 +07:00
mrq	cd8702ab0d	oops	2023-03-05 13:24:07 +07:00
mrq	d312019d05	reordered things so it uses fresh data and not last-updated data	2023-03-05 07:37:27 +07:00
mrq	ce3866d0cd	added '''estimating''' iterations until milestones (lr=[1, 0.5, 0.1] and final lr, very, very inaccurate because it uses instantaneous delta lr, I'll need to do a riemann sum later	2023-03-05 06:45:07 +07:00
mrq	1316331be3	forgot to try and have it try and auto-detect for openai/whisper when no language is specified	2023-03-05 05:22:35 +07:00
mrq	3e220ed306	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	2023-03-05 05:17:19 +07:00
mrq	37cab14272	use torchrun instead for multigpu	2023-03-04 20:53:00 +07:00
mrq	5026d93ecd	sloppy fix to actually kill children when using multi-GPU distributed training, set GPU training count based on what CUDA exposes automatically so I don't have to keep setting it to 2	2023-03-04 20:42:54 +07:00
mrq	1a9d159b2a	forgot to add 'bs / gradient accum < 2 clamp validation logic	2023-03-04 17:37:08 +07:00
mrq	df24827b9a	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)	2023-03-04 15:55:06 +07:00
mrq	6d5e1e1a80	fixed user inputted LR schedule not actually getting used (oops)	2023-03-04 04:41:56 +07:00
mrq	6d8c2dd459	auto-suggested voice chunk size is based on the total duration of the voice files divided by 10 seconds, added setting to adjust the auto-suggested division factor (a really oddly worded one), because I'm sure people will OOM blindly generating without adjusting this slider	2023-03-03 21:13:48 +07:00
mrq	07163644dd	Merge pull request 'Added optional whispercpp update functionality' (#57) from lightmare/ai-voice-cloning:whispercpp-update into master ... Reviewed-on: mrq/ai-voice-cloning#57	2023-03-03 19:32:38 +07:00
mrq	e1f3ffa08c	oops	2023-03-03 18:51:33 +07:00
lightmare	5487c28683	Added optional whispercpp update functionality	2023-03-03 18:34:49 +07:00
mrq	9fb4aa7917	validated whispercpp working, fixed args.listen not being saved due to brainworms	2023-03-03 07:23:10 +07:00
mrq	740b5587df	added option to specify using BigVGAN as the vocoder for mrq/tortoise-tts	2023-03-03 06:39:37 +07:00
mrq	68f4858ce9	oops	2023-03-03 05:51:17 +07:00
mrq	e859a7c01d	experimental multi-gpu training (Linux only, because I can't into batch files)	2023-03-03 04:37:18 +07:00
mrq	e205322c8d	added setup script for bitsandbytes-rocm (soon: multi-gpu testing, because I am finally making use of my mispurchased second 6800XT)	2023-03-03 02:58:34 +07:00
mrq	59773a7637	just uninstall bitsandbytes on ROCm systems for now, I'll need to get it working tomorrow	2023-03-02 03:04:11 +07:00
mrq	c956d81baf	added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh	2023-03-02 01:35:12 +07:00
mrq	534a761e49	added loading/saving of voice latents by model hash, so no more needing to manually regenerate every time you change models	2023-03-02 00:46:52 +07:00
mrq	5a41db978e	oops	2023-03-01 19:39:43 +07:00
mrq	b989123bd4	leverage tensorboard to parse tb_logger files when starting training (it seems to give a nicer resolution of training data, need to see about reading it directly while training)	2023-03-01 19:32:11 +07:00
mrq	c2726fa0d4	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	2023-03-01 01:17:38 +07:00
mrq	5037752059	oops	2023-02-28 22:13:21 +07:00
mrq	787b44807a	added to embedded metadata: datetime, model path, model hash	2023-02-28 15:36:06 +07:00
mrq	81eb58f0d6	show different losses, rewordings	2023-02-28 06:18:18 +07:00
mrq	fda47156ec	oops	2023-02-28 01:08:07 +07:00
mrq	bc0d9ab3ed	added graph to chart loss_gpt_total rate, added option to prune X number of previous models/states, something else	2023-02-28 01:01:50 +07:00
mrq	6925ec731b	I don't remember.	2023-02-27 19:20:06 +07:00
mrq	47abde224c	compat with python3.10+ finally (and maybe a small perf uplift with using cu117)	2023-02-26 17:46:57 +07:00
mrq	92553973be	Added option to disable bitsandbytesoptimizations for systems that do not support it (systems without a Turing-onward Nvidia card), saves use of float16 and bitsandbytes for training into the config json	2023-02-26 01:57:56 +07:00
mrq	aafeb9f96a	actually fixed the training output text parser	2023-02-25 16:44:25 +07:00
mrq	65329dba31	oops, epoch increments twice	2023-02-25 15:31:18 +07:00
mrq	8b4da29d5f	csome adjustments to the training output parser, now updates per iteration for really large batches (like the one I'm doing for a dataset size of 19420)	2023-02-25 13:55:25 +07:00
mrq	d5d8821a9d	fixed some files not copying for bitsandbytes (I was wrong to assume it copied folders too), fixed stopping generating and training, some other thing that I forgot since it's been slowly worked on in my small free times	2023-02-24 23:13:13 +07:00
mrq	e5e16bc5b5	updating gitmodules to latest commits	2023-02-24 19:32:18 +07:00
mrq	bedbb893ac	clarified import dataset settings button	2023-02-24 16:40:22 +07:00
mrq	f31ea9d5bc	oops	2023-02-24 16:23:30 +07:00
mrq	2104dbdbc5	ops	2023-02-24 13:05:08 +07:00
mrq	f6d0b66e10	finally added model refresh button, also searches in the training folder for outputted models so you don't even need to copy them	2023-02-24 12:58:41 +07:00
mrq	1e0fec4358	god i finally found some time and focus: reworded print/save freq per epoch => print/save freq (in epochs), added import config button to reread the last used settings (will check for the output folder's configs first, then the generated ones) and auto-grab the last resume state (if available), some other cleanups i genuinely don't remember what I did when I spaced out for 20 minutes	2023-02-23 23:22:23 +07:00
mrq	7d1220e83e	forgot to mult by batch size	2023-02-23 15:38:04 +07:00