End of training

README.md

@@ -0,0 +1,61 @@
+---
+license: apache-2.0
+base_model: distilbert-base-uncased
+tags:
+- generated_from_trainer
+datasets:
+- squad
+model-index:
+- name: working
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# working
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the squad dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.2168
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 25   | 4.9803          |
+| No log        | 2.0   | 50   | 4.3622          |
+| No log        | 3.0   | 75   | 4.2168          |
+
+
+### Framework versions
+
+- Transformers 4.38.1
+- Pytorch 2.1.2+cpu
+- Datasets 2.1.0
+- Tokenizers 0.15.2

config.json

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+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForQuestionAnswering"
+  ],
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+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "initializer_range": 0.02,
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.1",
+  "vocab_size": 30522
+}

model.safetensors

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runs/Mar19_04-22-11_8b7bff632cc6/events.out.tfevents.1710822139.8b7bff632cc6.112.0

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special_tokens_map.json

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+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+      "lstrip": false,
+      "normalized": false,
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+      "single_word": false,
+      "special": true
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+  "clean_up_tokenization_spaces": true,
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+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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+  - nb_conda=2.2.1=unix_7
+  - nb_conda_kernels=2.3.1=pyhd8ed1ab_3
+  - nbclassic=1.0.0=pyhb4ecaf3_1
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+  - pkg-config=0.29.2=h36c2ea0_1008
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+  - pyasn1=0.5.1=pyhd8ed1ab_0
+  - pyasn1-modules=0.3.0=pyhd8ed1ab_0
+  - pybind11-abi=4=hd8ed1ab_3
+  - pycosat=0.6.6=py310h2372a71_0
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+  - python=3.10.13=hd12c33a_1_cpython
+  - python-dateutil=2.8.2=pyhd8ed1ab_0
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+  - python_abi=3.10=4_cp310
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+  - re2=2022.06.01=h27087fc_1
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+  - reproc-cpp=14.2.4.post0=h59595ed_1
+  - requests=2.31.0=pyhd8ed1ab_0
+  - rfc3339-validator=0.1.4=pyhd8ed1ab_0
+  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
+  - rpds-py=0.16.2=py310hcb5633a_0
+  - rsa=4.9=pyhd8ed1ab_0
+  - ruamel.yaml=0.18.5=py310h2372a71_0
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+  - ruamel_yaml=0.15.100=py310h7f8727e_0
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+  - setuptools=69.0.3=pyhd8ed1ab_0
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+  - tk=8.6.13=noxft_h4845f30_101
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+  - tqdm=4.66.1=pyhd8ed1ab_0
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+  - websocket-client=1.7.0=pyhd8ed1ab_0
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+  - xorg-kbproto=1.0.7=h7f98852_1002
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+  - xorg-libxrender=0.9.11=hd590300_0
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+  - xorg-renderproto=0.11.1=h7f98852_1002
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+  - xorg-xproto=7.0.31=h7f98852_1007
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+  - zstd=1.5.5=hfc55251_0
+  - pip:
+      - absl-py==1.4.0
+      - accelerate==0.27.2
+      - access==1.1.9
+      - affine==2.4.0
+      - aiobotocore==2.11.2
+      - aiofiles==22.1.0
+      - aiohttp-cors==0.7.0
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+      - aiosqlite==0.19.0
+      - albumentations==1.4.0
+      - alembic==1.13.1
+      - altair==5.2.0
+      - annotated-types==0.6.0
+      - annoy==1.17.3
+      - apache-beam==2.46.0
+      - aplus==0.11.0
+      - appdirs==1.4.4
+      - array-record==0.5.0
+      - arviz==0.17.0
+      - astroid==3.0.3
+      - astropy==6.0.0
+      - astropy-iers-data==0.2024.2.19.0.28.47
+      - astunparse==1.6.3
+      - async-lru==2.0.4
+      - audioread==3.0.1
+      - autopep8==2.0.4
+      - babel==2.14.0
+      - backoff==2.2.1
+      - bayesian-optimization==1.4.3
+      - bayespy==0.5.28
+      - beatrix-jupyterlab==2023.128.151533
+      - bidict==0.23.1
+      - biopython==1.83
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+      - blinker==1.7.0
+      - blis==0.7.11
+      - blosc2==2.5.1
+      - bokeh==3.3.4
+      - boruta==0.3
+      - boto3==1.26.100
+      - botocore==1.34.34
+      - bqplot==0.12.43
+      - branca==0.7.1
+      - brewer2mpl==1.4.1
+      - cachetools==4.2.4
+      - catalogue==2.0.10
+      - catalyst==22.4
+      - catboost==1.2.2
+      - category-encoders==2.6.3
+      - cesium==0.12.1
+      - chex==0.1.85
+      - cleverhans==4.0.0
+      - click==8.1.7
+      - click-plugins==1.1.1
+      - cligj==0.7.2
+      - cloud-tpu-client==0.10
+      - cloud-tpu-profiler==2.4.0
+      - cloudpathlib==0.16.0
+      - cloudpickle==2.2.1
+      - cmdstanpy==1.2.1
+      - cmudict==1.0.18
+      - colorcet==3.0.1
+      - colorful==0.5.6
+      - colorlog==6.8.2
+      - colorlover==0.3.0
+      - confection==0.1.4
+      - contextily==1.5.0
+      - convertdate==2.4.0
+      - crcmod==1.7
+      - cufflinks==0.17.3
+      - cvxcanon==0.1.2
+      - cymem==2.0.8
+      - cysignals==1.11.4
+      - cython==3.0.8
+      - cytoolz==0.12.3
+      - daal==2024.1.0
+      - daal4py==2024.1.0
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+      - dask==2024.2.0
+      - dataclasses-json==0.6.4
+      - dataproc-jupyter-plugin==0.1.66
+      - datasets==2.1.0
+      - datashader==0.16.0
+      - datatile==1.0.3
+      - db-dtypes==1.2.0
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+      - deepdiff==6.7.1
+      - delorean==1.0.0
+      - deprecated==1.2.14
+      - deprecation==2.1.0
+      - descartes==1.1.0
+      - dill==0.3.8
+      - dipy==1.8.0
+      - distlib==0.3.8
+      - dm-tree==0.1.8
+      - docker==7.0.0
+      - docker-pycreds==0.4.0
+      - docopt==0.6.2
+      - docstring-parser==0.15
+      - docstring-to-markdown==0.15
+      - docutils==0.20.1
+      - earthengine-api==0.1.391
+      - easydict==1.12
+      - easyocr==1.7.1
+      - ecos==2.0.13
+      - eli5==0.13.0
+      - emoji==2.10.1
+      - en-core-web-lg==3.7.1
+      - en-core-web-sm==3.7.1
+      - ephem==4.1.5
+      - esda==2.5.1
+      - essentia==2.1b6.dev1110
+      - et-xmlfile==1.1.0
+      - etils==1.6.0
+      - explainable-ai-sdk==1.3.3
+      - farama-notifications==0.0.4
+      - fastai==2.7.14
+      - fastapi==0.108.0
+      - fastavro==1.9.3
+      - fastcore==1.5.29
+      - fastdownload==0.0.7
+      - fasteners==0.19
+      - fastprogress==1.0.3
+      - fasttext==0.9.2
+      - fbpca==1.0
+      - feather-format==0.4.1
+      - featuretools==1.29.0
+      - filelock==3.13.1
+      - fiona==1.9.5
+      - fitter==1.7.0
+      - flake8==7.0.0
+      - flashtext==2.7
+      - flask==3.0.2
+      - flatbuffers==23.5.26
+      - flax==0.8.1
+      - folium==0.15.1
+      - fonttools==4.47.0
+      - frozendict==2.4.0
+      - fsspec==2024.2.0
+      - funcy==2.0
+      - fury==0.9.0
+      - future==1.0.0
+      - fuzzywuzzy==0.18.0
+      - gast==0.5.4
+      - gatspy==0.3
+      - gcsfs==2023.12.2.post1
+      - gensim==4.3.2
+      - geographiclib==2.0
+      - geohash==1.0
+      - geojson==3.1.0
+      - geopandas==0.14.3
+      - geoplot==0.5.1
+      - geopy==2.4.1
+      - geoviews==1.11.1
+      - ggplot==0.11.5
+      - giddy==2.3.5
+      - gitdb==4.0.11
+      - gitpython==3.1.41
+      - google-ai-generativelanguage==0.4.0
+      - google-api-core==2.17.1
+      - google-api-python-client==2.118.0
+      - google-apitools==0.5.31
+      - google-auth-httplib2==0.1.1
+      - google-auth-oauthlib==1.2.0
+      - google-cloud-aiplatform==0.6.0a1
+      - google-cloud-artifact-registry==1.10.0
+      - google-cloud-automl==1.0.1
+      - google-cloud-bigquery==2.34.4
+      - google-cloud-bigtable==1.7.3
+      - google-cloud-dlp==3.14.0
+      - google-cloud-jupyter-config==0.0.5
+      - google-cloud-language==2.13.1
+      - google-cloud-monitoring==2.18.0
+      - google-cloud-pubsub==2.19.0
+      - google-cloud-pubsublite==1.9.0
+      - google-cloud-recommendations-ai==0.7.1
+      - google-cloud-resource-manager==1.11.0
+      - google-cloud-spanner==3.40.1
+      - google-cloud-storage==1.44.0
+      - google-cloud-translate==3.12.1
+      - google-cloud-videointelligence==2.13.1
+      - google-cloud-vision==2.8.0
+      - google-crc32c==1.5.0
+      - google-generativeai==0.3.2
+      - google-pasta==0.2.0
+      - google-resumable-media==2.7.0
+      - gplearn==0.4.2
+      - gpustat==1.0.0
+      - gpxpy==1.6.2
+      - greenlet==3.0.3
+      - grpc-google-iam-v1==0.12.7
+      - grpcio==1.62.0
+      - grpcio-status==1.48.2
+      - gviz-api==1.10.0
+      - gym==0.26.2
+      - gym-notices==0.0.8
+      - gymnasium==0.29.0
+      - h11==0.14.0
+      - h2o==3.44.0.3
+      - h5netcdf==1.3.0
+      - h5py==3.10.0
+      - haversine==2.8.1
+      - hdfs==2.7.3
+      - hep-ml==0.7.2
+      - hijri-converter==2.3.1
+      - hmmlearn==0.3.0
+      - holidays==0.24
+      - holoviews==1.18.3
+      - hpsklearn==0.1.0
+      - html5lib==1.1
+      - htmlmin==0.1.12
+      - httpcore==1.0.4
+      - httplib2==0.21.0
+      - httptools==0.6.1
+      - httpx==0.27.0
+      - huggingface-hub==0.20.3
+      - humanize==4.9.0
+      - hunspell==0.5.5
+      - husl==4.0.3
+      - hydra-slayer==0.5.0
+      - hyperopt==0.2.7
+      - hypertools==0.8.0
+      - igraph==0.11.4
+      - imagecodecs==2024.1.1
+      - imagehash==4.3.1
+      - imageio==2.33.1
+      - imbalanced-learn==0.12.0
+      - imgaug==0.4.0
+      - importlib-metadata==6.11.0
+      - inequality==1.0.1
+      - iniconfig==2.0.0
+      - ipydatawidgets==4.3.5
+      - ipyleaflet==0.18.2
+      - ipympl==0.7.0
+      - ipython-genutils==0.2.0
+      - ipython-sql==0.5.0
+      - ipyvolume==0.6.3
+      - ipyvue==1.10.1
+      - ipyvuetify==1.8.10
+      - ipywebrtc==0.6.0
+      - ipywidgets==7.7.1
+      - isort==5.13.2
+      - isoweek==1.3.3
+      - itsdangerous==2.1.2
+      - janome==0.5.0
+      - jaraco-classes==3.3.0
+      - jax==0.4.24
+      - jax-jumpy==1.0.0
+      - jaxlib==0.4.24
+      - jeepney==0.8.0
+      - jieba==0.42.1
+      - jmespath==1.0.1
+      - joblib==1.3.2
+      - json5==0.9.14
+      - jupyter-client==7.4.9
+      - jupyter-console==6.6.3
+      - jupyter-http-over-ws==0.0.8
+      - jupyter-lsp==1.5.1
+      - jupyter-server==2.12.5
+      - jupyter-server-fileid==0.9.1
+      - jupyter-server-mathjax==0.2.6
+      - jupyter-server-proxy==4.1.0
+      - jupyter-server-ydoc==0.8.0
+      - jupyter-ydoc==0.2.5
+      - jupyterlab==4.1.2
+      - jupyterlab-git==0.44.0
+      - jupyterlab-lsp==5.0.3
+      - jupyterlab-server==2.25.2
+      - jupyterlab-widgets==3.0.9
+      - jupytext==1.16.0
+      - kaggle==1.6.6
+      - kaggle-environments==1.14.3
+      - kagglehub==0.1.9
+      - keras==3.0.5
+      - keras-cv==0.8.2
+      - keras-nlp==0.8.1
+      - keras-tuner==1.4.6
+      - kernels-mixer==0.0.7
+      - keyring==24.3.0
+      - keyrings-google-artifactregistry-auth==1.1.2
+      - kfp==2.5.0
+      - kfp-pipeline-spec==0.2.2
+      - kfp-server-api==2.0.5
+      - kmapper==2.0.1
+      - kmodes==0.12.2
+      - korean-lunar-calendar==0.3.1
+      - kornia==0.7.1
+      - kt-legacy==1.0.5
+      - kubernetes==26.1.0
+      - langcodes==3.3.0
+      - langid==1.1.6
+      - lazy-loader==0.3
+      - learntools==0.3.4
+      - leven==1.0.4
+      - levenshtein==0.25.0
+      - libclang==16.0.6
+      - libpysal==4.9.2
+      - librosa==0.10.1
+      - lightgbm==4.2.0
+      - lightning-utilities==0.10.1
+      - lime==0.2.0.1
+      - line-profiler==4.1.2
+      - linkify-it-py==2.0.3
+      - llvmlite==0.41.1
+      - lml==0.1.0
+      - locket==1.0.0
+      - loguru==0.7.2
+      - lunarcalendar==0.0.9
+      - lxml==5.1.0
+      - lz4==4.3.3
+      - mako==1.3.2
+      - mapclassify==2.6.1
+      - marisa-trie==1.1.0
+      - markdown==3.5.2
+      - markdown-it-py==3.0.0
+      - markovify==0.9.4
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wandb/run-20240319_042448-r65lsaj2/files/requirements.txt

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'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
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