abhiman23897
commited on
Commit
•
49a4812
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Parent(s):
11df2ac
Training in progress, epoch 1
Browse files- README.md +81 -0
- config.json +62 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- need_this_7t/config.json +62 -0
- need_this_7t/generation_config.json +6 -0
- need_this_7t/model.safetensors +3 -0
- need_this_7t/optimizer.pt +3 -0
- need_this_7t/rng_state.pth +3 -0
- need_this_7t/scheduler.pt +3 -0
- need_this_7t/special_tokens_map.json +107 -0
- need_this_7t/spiece.model +3 -0
- need_this_7t/tokenizer.json +0 -0
- need_this_7t/tokenizer_config.json +938 -0
- need_this_7t/trainer_state.json +415 -0
- need_this_7t/training_args.bin +3 -0
- runs/Dec11_03-43-43_ff2843fa46a7/events.out.tfevents.1702266242.ff2843fa46a7.1902.0 +3 -0
- runs/Dec11_07-20-04_ff2843fa46a7/events.out.tfevents.1702279219.ff2843fa46a7.1902.1 +3 -0
- runs/Dec11_17-00-20_ff2843fa46a7/events.out.tfevents.1702314045.ff2843fa46a7.147871.0 +3 -0
- runs/Dec12_02-43-44_ff2843fa46a7/events.out.tfevents.1702349033.ff2843fa46a7.253053.0 +3 -0
- runs/Dec12_06-21-21_ff2843fa46a7/events.out.tfevents.1702362089.ff2843fa46a7.292401.0 +3 -0
- runs/Dec12_06-21-56_ff2843fa46a7/events.out.tfevents.1702362120.ff2843fa46a7.292401.1 +3 -0
- runs/Dec12_06-21-56_ff2843fa46a7/events.out.tfevents.1702362920.ff2843fa46a7.292401.2 +3 -0
- runs/Dec12_06-46-32_ff2843fa46a7/events.out.tfevents.1702363598.ff2843fa46a7.292401.3 +3 -0
- runs/Dec12_07-09-52_ff2843fa46a7/events.out.tfevents.1702365002.ff2843fa46a7.303125.0 +3 -0
- runs/Dec12_17-54-21_ff2843fa46a7/events.out.tfevents.1702403670.ff2843fa46a7.419406.0 +3 -0
- special_tokens_map.json +107 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +939 -0
- training_args.bin +3 -0
README.md
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---
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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: flan-t5-base-lamp-7t-finetuned-1
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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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# flan-t5-base-lamp-7t-finetuned-1
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This model was trained from scratch on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2121
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- Rouge1: 0.5299
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- Rouge2: 0.2730
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- Rougel: 0.4776
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- Rougelsum: 0.4930
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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: 5e-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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- lr_scheduler_warmup_ratio: 0.05
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- num_epochs: 20
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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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| 7.0613 | 1.0 | 840 | 1.2605 | 0.5053 | 0.2462 | 0.4513 | 0.4657 |
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| 1.3665 | 2.0 | 1680 | 1.2271 | 0.5124 | 0.2562 | 0.4600 | 0.4747 |
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| 1.3009 | 3.0 | 2520 | 1.2114 | 0.5179 | 0.2613 | 0.4652 | 0.4802 |
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| 1.2594 | 4.0 | 3360 | 1.2039 | 0.5229 | 0.2656 | 0.4677 | 0.4839 |
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| 1.227 | 5.0 | 4200 | 1.1988 | 0.5247 | 0.2669 | 0.4698 | 0.4860 |
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| 1.1918 | 6.0 | 5040 | 1.1966 | 0.5238 | 0.2698 | 0.4701 | 0.4860 |
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| 1.1696 | 7.0 | 5880 | 1.1934 | 0.5261 | 0.2702 | 0.4723 | 0.4880 |
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| 1.1285 | 8.0 | 6720 | 1.1933 | 0.5237 | 0.2693 | 0.4701 | 0.4849 |
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| 1.1153 | 9.0 | 7560 | 1.1961 | 0.5263 | 0.2708 | 0.4724 | 0.4880 |
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| 1.0927 | 10.0 | 8400 | 1.1961 | 0.5254 | 0.2691 | 0.4720 | 0.4874 |
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| 1.0661 | 11.0 | 9240 | 1.2010 | 0.5234 | 0.2684 | 0.4698 | 0.4854 |
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| 1.0634 | 12.0 | 10080 | 1.2003 | 0.5259 | 0.2723 | 0.4729 | 0.4885 |
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| 1.046 | 13.0 | 10920 | 1.2019 | 0.5277 | 0.2726 | 0.4747 | 0.4907 |
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| 1.0273 | 14.0 | 11760 | 1.2045 | 0.5309 | 0.2749 | 0.4776 | 0.4940 |
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| 1.0218 | 15.0 | 12600 | 1.2077 | 0.5295 | 0.2728 | 0.4771 | 0.4925 |
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| 1.0208 | 16.0 | 13440 | 1.2095 | 0.5303 | 0.2728 | 0.4775 | 0.4928 |
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| 1.003 | 17.0 | 14280 | 1.2110 | 0.5301 | 0.2726 | 0.4772 | 0.4929 |
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| 1.003 | 18.0 | 15120 | 1.2099 | 0.5314 | 0.2729 | 0.4781 | 0.4941 |
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| 0.9893 | 19.0 | 15960 | 1.2115 | 0.5302 | 0.2737 | 0.4779 | 0.4933 |
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| 0.9918 | 20.0 | 16800 | 1.2121 | 0.5299 | 0.2730 | 0.4776 | 0.4930 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.0.1+cu118
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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/flan-t5-small",
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"architectures": [
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"T5ForConditionalGeneration"
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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": "t5",
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"n_positions": 512,
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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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"output_past": true,
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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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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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"length_penalty": 2.0,
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"no_repeat_ngram_size": 3,
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"prefix": "summarize: "
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},
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"translation_en_to_de": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to German: "
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"translation_en_to_fr": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to French: "
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"translation_en_to_ro": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to Romanian: "
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}
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},
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"tie_word_embeddings": false,
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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": 32128
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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:cb079e4190270debe653c02e95029b7443594be964064e52ffe4ba1b136eeabc
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size 307867048
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need_this_7t/config.json
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{
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"_name_or_path": "google/flan-t5-base",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"classifier_dropout": 0.0,
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"d_ff": 2048,
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"d_kv": 64,
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"dropout_rate": 0.1,
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"is_encoder_decoder": true,
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"n_positions": 512,
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"num_layers": 12,
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"output_past": true,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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"length_penalty": 2.0,
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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": 32128
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}
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need_this_7t/generation_config.json
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{
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}
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need_this_7t/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 990345064
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need_this_7t/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 1980859973
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need_this_7t/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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need_this_7t/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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need_this_7t/special_tokens_map.json
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<extra_id_0>",
|
4 |
+
"<extra_id_1>",
|
5 |
+
"<extra_id_2>",
|
6 |
+
"<extra_id_3>",
|
7 |
+
"<extra_id_4>",
|
8 |
+
"<extra_id_5>",
|
9 |
+
"<extra_id_6>",
|
10 |
+
"<extra_id_7>",
|
11 |
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"<extra_id_8>",
|
12 |
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"<extra_id_9>",
|
13 |
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"<extra_id_10>",
|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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"<extra_id_16>",
|
20 |
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"<extra_id_17>",
|
21 |
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"<extra_id_18>",
|
22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
27 |
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|
28 |
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|
29 |
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|
30 |
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|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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|
37 |
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|
38 |
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|
39 |
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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|
46 |
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|
47 |
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|
48 |
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|
49 |
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|
50 |
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|
51 |
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|
52 |
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|
53 |
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|
54 |
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|
55 |
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|
56 |
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|
57 |
+
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|
58 |
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|
59 |
+
"<extra_id_56>",
|
60 |
+
"<extra_id_57>",
|
61 |
+
"<extra_id_58>",
|
62 |
+
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|
63 |
+
"<extra_id_60>",
|
64 |
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|
65 |
+
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|
66 |
+
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|
67 |
+
"<extra_id_64>",
|
68 |
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|
69 |
+
"<extra_id_66>",
|
70 |
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"<extra_id_67>",
|
71 |
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|
72 |
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|
73 |
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"<extra_id_70>",
|
74 |
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"<extra_id_71>",
|
75 |
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"<extra_id_72>",
|
76 |
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"<extra_id_73>",
|
77 |
+
"<extra_id_74>",
|
78 |
+
"<extra_id_75>",
|
79 |
+
"<extra_id_76>",
|
80 |
+
"<extra_id_77>",
|
81 |
+
"<extra_id_78>",
|
82 |
+
"<extra_id_79>",
|
83 |
+
"<extra_id_80>",
|
84 |
+
"<extra_id_81>",
|
85 |
+
"<extra_id_82>",
|
86 |
+
"<extra_id_83>",
|
87 |
+
"<extra_id_84>",
|
88 |
+
"<extra_id_85>",
|
89 |
+
"<extra_id_86>",
|
90 |
+
"<extra_id_87>",
|
91 |
+
"<extra_id_88>",
|
92 |
+
"<extra_id_89>",
|
93 |
+
"<extra_id_90>",
|
94 |
+
"<extra_id_91>",
|
95 |
+
"<extra_id_92>",
|
96 |
+
"<extra_id_93>",
|
97 |
+
"<extra_id_94>",
|
98 |
+
"<extra_id_95>",
|
99 |
+
"<extra_id_96>",
|
100 |
+
"<extra_id_97>",
|
101 |
+
"<extra_id_98>",
|
102 |
+
"<extra_id_99>"
|
103 |
+
],
|
104 |
+
"eos_token": "</s>",
|
105 |
+
"pad_token": "<pad>",
|
106 |
+
"unk_token": "<unk>"
|
107 |
+
}
|
need_this_7t/spiece.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
|
3 |
+
size 791656
|
need_this_7t/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
need_this_7t/tokenizer_config.json
ADDED
@@ -0,0 +1,938 @@
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+
"<extra_id_77>",
|
81 |
+
"<extra_id_78>",
|
82 |
+
"<extra_id_79>",
|
83 |
+
"<extra_id_80>",
|
84 |
+
"<extra_id_81>",
|
85 |
+
"<extra_id_82>",
|
86 |
+
"<extra_id_83>",
|
87 |
+
"<extra_id_84>",
|
88 |
+
"<extra_id_85>",
|
89 |
+
"<extra_id_86>",
|
90 |
+
"<extra_id_87>",
|
91 |
+
"<extra_id_88>",
|
92 |
+
"<extra_id_89>",
|
93 |
+
"<extra_id_90>",
|
94 |
+
"<extra_id_91>",
|
95 |
+
"<extra_id_92>",
|
96 |
+
"<extra_id_93>",
|
97 |
+
"<extra_id_94>",
|
98 |
+
"<extra_id_95>",
|
99 |
+
"<extra_id_96>",
|
100 |
+
"<extra_id_97>",
|
101 |
+
"<extra_id_98>",
|
102 |
+
"<extra_id_99>"
|
103 |
+
],
|
104 |
+
"eos_token": "</s>",
|
105 |
+
"pad_token": "<pad>",
|
106 |
+
"unk_token": "<unk>"
|
107 |
+
}
|
spiece.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
|
3 |
+
size 791656
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,939 @@
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|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<pad>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "</s>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "<unk>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"32000": {
|
28 |
+
"content": "<extra_id_99>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
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"32001": {
|
36 |
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"content": "<extra_id_98>",
|
37 |
+
"lstrip": false,
|
38 |
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"normalized": false,
|
39 |
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"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
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"special": true
|
42 |
+
},
|
43 |
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"32002": {
|
44 |
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"content": "<extra_id_97>",
|
45 |
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"lstrip": false,
|
46 |
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"normalized": false,
|
47 |
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"rstrip": false,
|
48 |
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"single_word": false,
|
49 |
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"special": true
|
50 |
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},
|
51 |
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"32003": {
|
52 |
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"content": "<extra_id_96>",
|
53 |
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|
54 |
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"normalized": false,
|
55 |
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|
56 |
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|
57 |
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"special": true
|
58 |
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},
|
59 |
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"32004": {
|
60 |
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"content": "<extra_id_95>",
|
61 |
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"lstrip": false,
|
62 |
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"normalized": false,
|
63 |
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|
64 |
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|
65 |
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"special": true
|
66 |
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},
|
67 |
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"32005": {
|
68 |
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"content": "<extra_id_94>",
|
69 |
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|
70 |
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"normalized": false,
|
71 |
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|
72 |
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|
73 |
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"special": true
|
74 |
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},
|
75 |
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"32006": {
|
76 |
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"content": "<extra_id_93>",
|
77 |
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|
78 |
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"normalized": false,
|
79 |
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|
80 |
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"single_word": false,
|
81 |
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"special": true
|
82 |
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|
83 |
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"32007": {
|
84 |
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"content": "<extra_id_92>",
|
85 |
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|
86 |
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|
87 |
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|
88 |
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"single_word": false,
|
89 |
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"special": true
|
90 |
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},
|
91 |
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"32008": {
|
92 |
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"content": "<extra_id_91>",
|
93 |
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|
94 |
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"normalized": false,
|
95 |
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|
96 |
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"single_word": false,
|
97 |
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"special": true
|
98 |
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},
|
99 |
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"32009": {
|
100 |
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"content": "<extra_id_90>",
|
101 |
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"lstrip": false,
|
102 |
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|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
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|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:d75d3ed3dc46f8e6f26b33a6fc460c4f6761ed0b78f22df1e8af24fe421333c9
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3 |
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size 4347
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