prajwalJumde
commited on
Commit
•
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Parent(s):
f154c22
End of training
Browse files- .gitattributes +1 -0
- README.md +66 -0
- config.json +28 -0
- emissions.csv +2 -0
- pytorch_model.bin +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +3 -0
- tokenizer_config.json +54 -0
- training_args.bin +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: mit
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base_model: xlm-roberta-base
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tags:
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- generated_from_trainer
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model-index:
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- name: QA_REDACTION_NOV1_16
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# QA_REDACTION_NOV1_16
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This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0383
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 3
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- eval_batch_size: 3
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 0.0454 | 1.0 | 1800 | 0.0552 |
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| 0.0534 | 2.0 | 3600 | 0.0423 |
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| 0.3243 | 3.0 | 5400 | 0.0335 |
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| 0.051 | 4.0 | 7200 | 0.0482 |
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| 0.033 | 5.0 | 9000 | 0.0260 |
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| 0.0378 | 6.0 | 10800 | 0.0233 |
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| 0.0206 | 7.0 | 12600 | 0.0282 |
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| 0.0399 | 8.0 | 14400 | 0.0490 |
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| 0.009 | 9.0 | 16200 | 0.0282 |
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| 0.0239 | 10.0 | 18000 | 0.0383 |
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.0.1
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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config.json
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{
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"_name_or_path": "xlm-roberta-base",
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"architectures": [
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"XLMRobertaForQuestionAnswering"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "xlm-roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.34.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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emissions.csv
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timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue
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2023-11-01T22:26:53,codecarbon,dcb1d890-5288-49e5-945a-20b82f6f25c8,1399.3470568656921,0.09787655559012753,6.994444666883065e-05,42.5,419.224,11.69482755661011,0.01651939876294798,0.13254455277254823,0.004544523892446699,0.15360847542794293,India,IND,,,,Linux-6.2.0-35-generic-x86_64-with-glibc2.35,3.10.12,2.2.3,32,13th Gen Intel(R) Core(TM) i9-13900KF,1,1 x NVIDIA GeForce RTX 4090,79.0011,21.9974,31.186206817626953,machine,N,1.0
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:53e9614412e5d0b8d496bf0e1e08ab12272f1a56015631627426da92e89d296b
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size 1109886697
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sentencepiece.bpe.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
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size 5069051
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:99f7f0ef645c1db0e787e2bbefda7915b8cf4520f8434d6564a2aed3fd68a0ef
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size 17082953
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tokenizer_config.json
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{
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"single_word": false,
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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},
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"250001": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "XLMRobertaTokenizer",
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c6ac430879bc31f1922ce5d8ed94c2d850f9eca0df2b21b671fa5203b0958b7b
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size 4155
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