Training in progress epoch 0
Browse files- .gitattributes +1 -0
- README.md +58 -0
- config.json +28 -0
- logs/train/events.out.tfevents.1653153234.2f046ff2789a.72.0.v2 +3 -0
- logs/validation/events.out.tfevents.1653159778.2f046ff2789a.72.1.v2 +3 -0
- special_tokens_map.json +1 -0
- spiece.model +3 -0
- tf_model.h5 +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +1 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard 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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*.zstandard 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: apache-2.0
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tags:
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- generated_from_keras_callback
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model-index:
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- name: assamim/mt5-small-indonesian-sum
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results: []
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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probably proofread and complete it, then remove this comment. -->
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# assamim/mt5-small-indonesian-sum
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This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 4.6665
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- Validation Loss: 2.6526
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- Train Rouge1: 19.7876
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- Train Rouge2: 6.6344
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- Train Rougel: 16.7880
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- Train Rougelsum: 16.8459
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- Train Gen Len: 18.92
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- Epoch: 0
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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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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Gen Len | Epoch |
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|:----------:|:---------------:|:------------:|:------------:|:------------:|:---------------:|:-------------:|:-----:|
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| 4.6665 | 2.6526 | 19.7876 | 6.6344 | 16.7880 | 16.8459 | 18.92 | 0 |
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### Framework versions
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- Transformers 4.19.2
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- TensorFlow 2.8.0
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- Datasets 2.2.2
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- Tokenizers 0.12.1
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config.json
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{
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"_name_or_path": "google/mt5-small",
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"architectures": [
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"MT5ForConditionalGeneration"
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],
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"d_ff": 1024,
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"d_kv": 64,
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"d_model": 512,
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"decoder_start_token_id": 0,
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"dropout_rate": 0.1,
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"eos_token_id": 1,
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"feed_forward_proj": "gated-gelu",
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"layer_norm_epsilon": 1e-06,
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"model_type": "mt5",
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"num_decoder_layers": 8,
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"num_heads": 6,
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"num_layers": 8,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"tie_word_embeddings": false,
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"tokenizer_class": "T5Tokenizer",
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"transformers_version": "4.19.2",
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"use_cache": true,
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"vocab_size": 250112
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}
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logs/train/events.out.tfevents.1653153234.2f046ff2789a.72.0.v2
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version https://git-lfs.github.com/spec/v1
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oid sha256:2515323e35f8956a4f2e1c43ec512723795f43b4c6ecbddedee996c359cfc8c8
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size 4382193
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logs/validation/events.out.tfevents.1653159778.2f046ff2789a.72.1.v2
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version https://git-lfs.github.com/spec/v1
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size 195
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special_tokens_map.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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size 4309802
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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size 1201092992
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 16330467
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tokenizer_config.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 0, "additional_special_tokens": null, "special_tokens_map_file": "/root/.cache/huggingface/transformers/685ac0ca8568ec593a48b61b0a3c272beee9bc194a3c7241d15dcadb5f875e53.f76030f3ec1b96a8199b2593390c610e76ca8028ef3d24680000619ffb646276", "name_or_path": "google/mt5-small", "sp_model_kwargs": {}, "tokenizer_class": "T5Tokenizer"}
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