Training in progress epoch 0
Browse files- .gitattributes +1 -0
- README.md +53 -0
- config.json +30 -0
- generation_config.json +7 -0
- special_tokens_map.json +5 -0
- spiece.model +3 -0
- tf_model.h5 +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +11 -0
.gitattributes
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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: Ransaka/mt5-small-finetuned-sinhala-news-summary
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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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# Ransaka/mt5-small-finetuned-sinhala-news-summary
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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: 3.1070
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- Validation Loss: 1.7728
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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': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5.6e-05, 'decay_steps': 110896, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: mixed_float16
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 3.1070 | 1.7728 | 0 |
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### Framework versions
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- Transformers 4.27.4
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- TensorFlow 2.11.0
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- Datasets 2.1.0
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- Tokenizers 0.13.2
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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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"dense_act_fn": "gelu_new",
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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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"is_gated_act": 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": "4.27.4",
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"use_cache": true,
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"vocab_size": 250112
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}
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generation_config.json
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{
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"_from_model_config": true,
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.27.4"
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}
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special_tokens_map.json
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{
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"eos_token": "</s>",
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"pad_token": "<pad>",
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"unk_token": "<unk>"
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:ef78f86560d809067d12bac6c09f19a462cb3af3f54d2b8acbba26e1433125d6
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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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oid sha256:e2be4212a0c0029660bec063bbbcd738979e6b7558331c7feba7fd59538f501a
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size 2225556280
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 16330466
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tokenizer_config.json
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{
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"additional_special_tokens": null,
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"eos_token": "</s>",
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"extra_ids": 0,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"sp_model_kwargs": {},
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"special_tokens_map_file": "/root/.cache/huggingface/hub/models--google--mt5-small/snapshots/38f23af8ec210eb6c376d40e9c56bd25a80f195d/special_tokens_map.json",
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"tokenizer_class": "T5Tokenizer",
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"unk_token": "<unk>"
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}
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