Training in progress, step 29000

.gitattributes

@@ -41,3 +41,4 @@ wandb/run-20231118_132020-qg88991p/run-qg88991p.wandb filter=lfs diff=lfs merge=
 wandb/run-20231119_105908-nwx0xdmm/run-nwx0xdmm.wandb filter=lfs diff=lfs merge=lfs -text
 wandb/run-20231119_105908-nwx0xdmm/logs/debug-internal.log filter=lfs diff=lfs merge=lfs -text
 wandb/run-20231122_100021-qrxr9o47/run-qrxr9o47.wandb filter=lfs diff=lfs merge=lfs -text
+wandb/run-20231122_234140-blvl5h7j/run-blvl5h7j.wandb filter=lfs diff=lfs merge=lfs -text

model.safetensors

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start_train.sh

@@ -42,4 +42,4 @@ deepspeed run_speech_recognition_seq2seq_streaming.py \
 	--use_auth_token \
 	--push_to_hub \
     --push_to_hub_model_id="WhisperLargeFinnishV3" \
-    --resume_from_checkpoint="./checkpoint-26000"
+    --resume_from_checkpoint="./checkpoint-28000"

training_args.bin

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 size 6456

wandb/debug.log

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wandb/run-20231122_100021-qrxr9o47/files/wandb-summary.json

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wandb/run-20231122_100021-qrxr9o47/run-qrxr9o47.wandb

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wandb/run-20231122_234140-blvl5h7j/files/conda-environment.yaml

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+name: WhisperFinetuneEnv
+channels:
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _openmp_mutex=5.1=1_gnu
+  - bzip2=1.0.8=h7b6447c_0
+  - ca-certificates=2023.08.22=h06a4308_0
+  - ld_impl_linux-64=2.38=h1181459_1
+  - libffi=3.4.4=h6a678d5_0
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+  - libgomp=11.2.0=h1234567_1
+  - libstdcxx-ng=11.2.0=h1234567_1
+  - libuuid=1.41.5=h5eee18b_0
+  - ncurses=6.4=h6a678d5_0
+  - openssl=3.0.12=h7f8727e_0
+  - pip=23.3=py310h06a4308_0
+  - python=3.10.13=h955ad1f_0
+  - readline=8.2=h5eee18b_0
+  - setuptools=68.0.0=py310h06a4308_0
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+  - tk=8.6.12=h1ccaba5_0
+  - wheel=0.41.2=py310h06a4308_0
+  - xz=5.4.2=h5eee18b_0
+  - zlib=1.2.13=h5eee18b_0
+  - pip:
+      - absl-py==2.0.0
+      - accelerate==0.24.1
+      - aiohttp==3.9.0
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+      - annotated-types==0.6.0
+      - anyio==4.0.0
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+  value: inductor
+torch_compile_mode:
+  desc: null
+  value: null
+dispatch_batches:
+  desc: null
+  value: null
+split_batches:
+  desc: null
+  value: false
+include_tokens_per_second:
+  desc: null
+  value: false
+include_num_input_tokens_seen:
+  desc: null
+  value: false
+neftune_noise_alpha:
+  desc: null
+  value: null
+sortish_sampler:
+  desc: null
+  value: false
+predict_with_generate:
+  desc: null
+  value: true
+generation_max_length:
+  desc: null
+  value: 225
+generation_num_beams:
+  desc: null
+  value: null
+generation_config:
+  desc: null
+  value: null

wandb/run-20231122_234140-blvl5h7j/files/output.log

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+Reading metadata...: 2165it [00:00, 7592.80it/s]                                                                                                                                                                                                              | 0/60000 [00:00<?, ?it/s]
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+[INFO|trainer_utils.py:759] 2023-11-22 23:44:12,058 >> The following columns in the training set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: input_length. If input_length are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.
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+ 48%|██████████▏          | 29000/60000 [8:53:14<82:32:56,  9.59s/it][INFO|trainer.py:3173] 2023-11-23 08:35:01,681 >> ***** Running Evaluation *****
+[INFO|trainer.py:3177] 2023-11-23 08:35:01,682 >>   Num examples: Unknown
+[INFO|trainer.py:3178] 2023-11-23 08:35:01,682 >>   Batch size = 4
+Reading metadata...: 1704it [00:00, 10656.43it/s]
+Reading metadata...: 1it [00:00,  6.65it/s]
+
+[INFO|trainer_utils.py:759] 2023-11-23 08:35:02,636 >> The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: down_votes, up_votes, gender, locale, segment, client_id, accent, input_length, path, age. If down_votes, up_votes, gender, locale, segment, client_id, accent, input_length, path, age are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.
+{'eval_loss': 0.19091796875, 'eval_wer': 8.330192235205427, 'eval_runtime': 607.5708, 'eval_samples_per_second': 2.805, 'eval_steps_per_second': 0.701, 'epoch': 0.48}
+ 48%|██████████▏          | 29000/60000 [9:03:22<82:32:56,  9.59s/it][INFO|trainer.py:2896] 2023-11-23 08:45:12,972 >> Saving model checkpoint to ./checkpoint-29000
+[INFO|configuration_utils.py:462] 2023-11-23 08:45:12,986 >> Configuration saved in ./checkpoint-29000/config.json
+[INFO|configuration_utils.py:568] 2023-11-23 08:45:12,991 >> Configuration saved in ./checkpoint-29000/generation_config.json
+[INFO|modeling_utils.py:2194] 2023-11-23 08:45:41,039 >> Model weights saved in ./checkpoint-29000/pytorch_model.bin
+[INFO|feature_extraction_utils.py:425] 2023-11-23 08:45:41,047 >> Feature extractor saved in ./checkpoint-29000/preprocessor_config.json
+[2023-11-23 08:45:41,103] [INFO] [logging.py:96:log_dist] [Rank 0] [Torch] Checkpoint global_step29000 is about to be saved!
+[2023-11-23 08:45:41,140] [INFO] [logging.py:96:log_dist] [Rank 0] Saving model checkpoint: ./checkpoint-29000/global_step29000/mp_rank_00_model_states.pt
+[2023-11-23 08:45:41,140] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoint-29000/global_step29000/mp_rank_00_model_states.pt...
+[2023-11-23 08:46:03,560] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoint-29000/global_step29000/mp_rank_00_model_states.pt.
+[2023-11-23 08:46:35,716] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoint-29000/global_step29000/zero_pp_rank_0_mp_rank_00_optim_states.pt...
+[2023-11-23 08:47:36,799] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoint-29000/global_step29000/zero_pp_rank_0_mp_rank_00_optim_states.pt.
+[2023-11-23 08:47:36,821] [INFO] [engine.py:3417:_save_zero_checkpoint] zero checkpoint saved ./checkpoint-29000/global_step29000/zero_pp_rank_0_mp_rank_00_optim_states.pt
+[2023-11-23 08:47:36,827] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step29000 is ready now!
+[INFO|feature_extraction_utils.py:425] 2023-11-23 08:48:33,268 >> Feature extractor saved in ./preprocessor_config.json
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wandb/run-20231122_234140-blvl5h7j/files/requirements.txt

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wandb/run-20231122_234140-blvl5h7j/run-blvl5h7j.wandb

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