Commit
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a36ed3b
1
Parent(s):
d052816
Pronkin/model_name
Browse files- .gitattributes +1 -0
- README.md +70 -0
- config.json +32 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- runs/Dec17_19-17-00_ded70c6519e5/events.out.tfevents.1702840639.ded70c6519e5.1532.0 +3 -0
- runs/Dec17_19-17-00_ded70c6519e5/events.out.tfevents.1702843682.ded70c6519e5.1532.1 +3 -0
- special_tokens_map.json +23 -0
- spiece.model +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +38 -0
- training_args.bin +3 -0
.gitattributes
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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: apache-2.0
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base_model: google/mt5-small
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: mt5-small-finetuned-amazon-en-de
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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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# mt5-small-finetuned-amazon-en-de
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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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- Loss: 2.6824
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- Rouge1: 16.5188
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- Rouge2: 9.9087
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- Rougel: 16.3497
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- Rougelsum: 16.3207
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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: 5.6e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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: 8
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|
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| 8.4221 | 1.0 | 651 | 3.1302 | 13.8418 | 6.2062 | 13.6147 | 13.7041 |
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| 4.1085 | 2.0 | 1302 | 2.8969 | 13.842 | 7.0502 | 13.6309 | 13.7681 |
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| 3.7329 | 3.0 | 1953 | 2.8285 | 13.4412 | 6.5045 | 13.2123 | 13.1854 |
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| 3.5489 | 4.0 | 2604 | 2.7547 | 16.8572 | 9.781 | 16.8349 | 16.8095 |
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| 3.4223 | 5.0 | 3255 | 2.7334 | 16.7217 | 9.9946 | 16.5297 | 16.5576 |
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| 3.3509 | 6.0 | 3906 | 2.6994 | 16.8925 | 10.2889 | 16.7603 | 16.7358 |
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| 3.2895 | 7.0 | 4557 | 2.6871 | 16.4238 | 9.974 | 16.3198 | 16.2857 |
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| 3.281 | 8.0 | 5208 | 2.6824 | 16.5188 | 9.9087 | 16.3497 | 16.3207 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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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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"classifier_dropout": 0.0,
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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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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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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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"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": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:4d3c80a86afaf2d07ff0b87fce4374b15275497cc9764a30cadd286878b0ba24
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size 1200729512
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runs/Dec17_19-17-00_ded70c6519e5/events.out.tfevents.1702840639.ded70c6519e5.1532.0
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size 9946
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runs/Dec17_19-17-00_ded70c6519e5/events.out.tfevents.1702843682.ded70c6519e5.1532.1
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special_tokens_map.json
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{
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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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size 4309802
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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tokenizer_config.json
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{
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"sp_model_kwargs": {},
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"tokenizer_class": "T5Tokenizer",
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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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size 4728
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