Training in progress, step 8000

model.safetensors

@@ -1,3 +1,3 @@
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 size 3219908024

start_train.sh

@@ -41,4 +41,5 @@ deepspeed run_speech_recognition_seq2seq_streaming.py \
 	--do_normalize_eval \
 	--use_auth_token \
 	--push_to_hub \
-    --push_to_hub_model_id="WhisperLargeFinnishV3" 
+    --push_to_hub_model_id="WhisperLargeFinnishV3" \
+    --resume_from_checkpoint="./checkpoint-7000"

training_args.bin

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wandb/debug.log

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wandb/run-20231118_132020-qg88991p/files/output.log

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wandb/run-20231118_132020-qg88991p/run-qg88991p.wandb

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wandb/run-20231119_105908-nwx0xdmm/files/conda-environment.yaml

@@ -0,0 +1,219 @@
+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
+  - libgcc-ng=11.2.0=h1234567_1
+  - 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
+  - sqlite=3.41.2=h5eee18b_0
+  - 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
+      - aiosignal==1.3.1
+      - annotated-types==0.6.0
+      - anyio==4.0.0
+      - appdirs==1.4.4
+      - argon2-cffi==23.1.0
+      - argon2-cffi-bindings==21.2.0
+      - arrow==1.3.0
+      - asttokens==2.4.1
+      - async-lru==2.0.4
+      - async-timeout==4.0.3
+      - attrs==23.1.0
+      - audioread==3.0.1
+      - babel==2.13.1
+      - beautifulsoup4==4.12.2
+      - bleach==6.1.0
+      - cachetools==5.3.2
+      - certifi==2023.11.17
+      - cffi==1.16.0
+      - charset-normalizer==3.3.2
+      - click==8.1.7
+      - comm==0.2.0
+      - datasets==2.15.1.dev0
+      - debugpy==1.8.0
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wandb/run-20231119_105908-nwx0xdmm/files/output.log

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+[INFO|trainer_utils.py:759] 2023-11-19 11:01:19,652 >> 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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+ 13%|████████████▍                                                                                | 8000/60000 [4:34:47<153:40:03, 10.64s/it][INFO|trainer.py:3173] 2023-11-19 15:34:02,297 >> ***** Running Evaluation *****
+[INFO|trainer.py:3177] 2023-11-19 15:34:02,297 >>   Num examples: Unknown
+[INFO|trainer.py:3178] 2023-11-19 15:34:02,297 >>   Batch size = 4
+Reading metadata...: 1704it [00:00, 9642.87it/s]
+Reading metadata...: 1it [00:00,  5.99it/s]
+
+[INFO|trainer_utils.py:759] 2023-11-19 15:34:03,285 >> The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: client_id, up_votes, input_length, segment, age, down_votes, gender, accent, path, locale. If client_id, up_votes, input_length, segment, age, down_votes, gender, accent, path, locale are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.
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+ 13%|████████████▍                                                                                | 8000/60000 [4:45:00<153:40:03, 10.64s/it][INFO|trainer.py:2896] 2023-11-19 15:44:16,572 >> Saving model checkpoint to ./checkpoint-8000
+[INFO|configuration_utils.py:462] 2023-11-19 15:44:16,582 >> Configuration saved in ./checkpoint-8000/config.json
+[INFO|configuration_utils.py:568] 2023-11-19 15:44:16,586 >> Configuration saved in ./checkpoint-8000/generation_config.json
+[INFO|modeling_utils.py:2194] 2023-11-19 15:44:35,825 >> Model weights saved in ./checkpoint-8000/pytorch_model.bin
+[INFO|feature_extraction_utils.py:425] 2023-11-19 15:44:35,831 >> Feature extractor saved in ./checkpoint-8000/preprocessor_config.json
+[2023-11-19 15:44:40,584] [INFO] [logging.py:96:log_dist] [Rank 0] [Torch] Checkpoint global_step8000 is about to be saved!
+[2023-11-19 15:44:40,619] [INFO] [logging.py:96:log_dist] [Rank 0] Saving model checkpoint: ./checkpoint-8000/global_step8000/mp_rank_00_model_states.pt
+[2023-11-19 15:44:40,620] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoint-8000/global_step8000/mp_rank_00_model_states.pt...
+[2023-11-19 15:45:19,962] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoint-8000/global_step8000/mp_rank_00_model_states.pt.
+[2023-11-19 15:45:20,051] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoint-8000/global_step8000/zero_pp_rank_0_mp_rank_00_optim_states.pt...
+[2023-11-19 15:45:45,610] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoint-8000/global_step8000/zero_pp_rank_0_mp_rank_00_optim_states.pt.
+[2023-11-19 15:45:45,626] [INFO] [engine.py:3417:_save_zero_checkpoint] zero checkpoint saved ./checkpoint-8000/global_step8000/zero_pp_rank_0_mp_rank_00_optim_states.pt
+[2023-11-19 15:45:45,632] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step8000 is ready now!
+[INFO|feature_extraction_utils.py:425] 2023-11-19 15:46:46,902 >> Feature extractor saved in ./preprocessor_config.json
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wandb/run-20231119_105908-nwx0xdmm/files/requirements.txt

@@ -0,0 +1,195 @@
+absl-py==2.0.0
+accelerate==0.24.1
+aiohttp==3.9.0
+aiosignal==1.3.1
+annotated-types==0.6.0
+anyio==4.0.0
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==23.1.0
+arrow==1.3.0
+asttokens==2.4.1
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+async-timeout==4.0.3
+attrs==23.1.0
+audioread==3.0.1
+babel==2.13.1
+beautifulsoup4==4.12.2
+bleach==6.1.0
+cachetools==5.3.2
+certifi==2023.11.17
+cffi==1.16.0
+charset-normalizer==3.3.2
+click==8.1.7
+comm==0.2.0
+datasets==2.15.1.dev0
+debugpy==1.8.0
+decorator==5.1.1
+deepspeed==0.12.3
+defusedxml==0.7.1
+dill==0.3.7
+docker-pycreds==0.4.0
+evaluate==0.4.1
+exceptiongroup==1.1.3
+executing==2.0.1
+fastjsonschema==2.19.0
+filelock==3.13.1
+fqdn==1.5.1
+frozenlist==1.4.0
+fsspec==2023.10.0
+gitdb==4.0.11
+gitpython==3.1.40
+google-auth-oauthlib==1.1.0
+google-auth==2.23.4
+grpcio==1.59.3
+hjson==3.1.0
+huggingface-hub==0.19.4
+idna==3.4
+iprogress==0.4
+ipykernel==6.26.0
+ipython==8.17.2
+ipywidgets==8.1.1
+isoduration==20.11.0
+jedi==0.19.1
+jinja2==3.1.2
+jiwer==3.0.3
+joblib==1.3.2
+json5==0.9.14
+jsonpointer==2.4
+jsonschema-specifications==2023.11.1
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