daniel-tomiwa
commited on
Commit
•
9131461
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Parent(s):
9d14fb5
Training in progress epoch 0
Browse files- README.md +52 -0
- config.json +56 -0
- special_tokens_map.json +110 -0
- spiece.model +3 -0
- tf_model.h5 +3 -0
- tokenizer_config.json +117 -0
README.md
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---
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tags:
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- generated_from_keras_callback
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model-index:
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- name: daniel-tomiwa/pegasus-tf-finetuned
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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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# daniel-tomiwa/pegasus-tf-finetuned
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This model is a fine-tuned version of [human-centered-summarization/financial-summarization-pegasus](https://huggingface.co/human-centered-summarization/financial-summarization-pegasus) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 2.9010
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- Validation Loss: 1.8333
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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 | Epoch |
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|:----------:|:---------------:|:-----:|
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| 2.9010 | 1.8333 | 0 |
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### Framework versions
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- Transformers 4.24.0
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- TensorFlow 2.9.2
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- Datasets 2.7.1
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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": "human-centered-summarization/financial-summarization-pegasus",
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"activation_dropout": 0.1,
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"activation_function": "relu",
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"add_bias_logits": false,
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"add_final_layer_norm": true,
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"architectures": [
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"PegasusForConditionalGeneration"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"classif_dropout": 0.0,
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"classifier_dropout": 0.0,
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"d_model": 1024,
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"decoder_attention_heads": 16,
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"decoder_ffn_dim": 4096,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 16,
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"decoder_start_token_id": 0,
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"do_blenderbot_90_layernorm": false,
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"dropout": 0.1,
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"encoder_attention_heads": 16,
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"encoder_ffn_dim": 4096,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 16,
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"eos_token_id": 1,
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"extra_pos_embeddings": 1,
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"force_bos_token_to_be_generated": false,
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"forced_eos_token_id": 1,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"length_penalty": 0.6,
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"max_length": 64,
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"max_position_embeddings": 512,
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"model_type": "pegasus",
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"normalize_before": true,
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"normalize_embedding": false,
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"num_beams": 8,
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"num_hidden_layers": 16,
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"pad_token_id": 0,
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"scale_embedding": true,
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"static_position_embeddings": true,
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"transformers_version": "4.24.0",
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"use_cache": true,
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"vocab_size": 96103
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}
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special_tokens_map.json
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{
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],
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"mask_token": "<mask_2>",
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"pad_token": "<pad>",
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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 sha256:0015189ef36359283fec8b93cf6d9ce51bca37eb1101defc68a53b394913b96c
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size 1912529
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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:fa0a3f78d54f970cdca1f05af1d6196d811b3bea1b7f8030bacca434466c9b63
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size 2280098700
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tokenizer_config.json
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{
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}
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