Upload 18 files
Browse files- README.md +55 -0
- added_tokens.json +3 -0
- all_results.json +15 -0
- config.json +42 -0
- eval_results.json +10 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- runs/May05_10-49-07_82b7056ff6d0/1683283804.8437665/events.out.tfevents.1683283804.82b7056ff6d0.173.1 +3 -0
- runs/May05_10-49-07_82b7056ff6d0/events.out.tfevents.1683283804.82b7056ff6d0.173.0 +3 -0
- runs/May05_10-49-07_82b7056ff6d0/events.out.tfevents.1683293851.82b7056ff6d0.173.2 +3 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +33 -0
- train_results.json +8 -0
- trainer_state.json +211 -0
- training_args.bin +3 -0
- vocab.json +0 -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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- accuracy
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model-index:
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- name: code
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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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# code
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This model is a fine-tuned version of [sberbank-ai/rugpt3medium_based_on_gpt2](https://huggingface.co/sberbank-ai/rugpt3medium_based_on_gpt2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1352
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- Accuracy: 0.7530
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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: 1
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- eval_batch_size: 1
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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: 3.0
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### Training results
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### Framework versions
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- Transformers 4.29.0.dev0
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- Pytorch 1.13.0
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- Datasets 2.1.0
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- Tokenizers 0.13.2
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added_tokens.json
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{
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"<|endoftext|>": 50257
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}
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all_results.json
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{
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"epoch": 3.0,
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"eval_accuracy": 0.7530332988402018,
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"eval_loss": 1.135235071182251,
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"eval_runtime": 258.9178,
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"eval_samples": 1339,
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"eval_samples_per_second": 5.172,
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"eval_steps_per_second": 5.172,
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"perplexity": 3.111904976114112,
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"train_loss": 1.2911211150314672,
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"train_runtime": 9784.2831,
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"train_samples": 5323,
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"train_samples_per_second": 1.632,
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"train_steps_per_second": 1.632
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}
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config.json
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{
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"_name_or_path": "sberbank-ai/rugpt3medium_based_on_gpt2",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_range": 0.02,
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"label2id": {
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"LABEL_0": 0
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},
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 2048,
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"n_embd": 1024,
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"n_head": 16,
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"n_inner": null,
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"n_layer": 24,
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"n_positions": 2048,
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"n_special": 0,
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"output_past": true,
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"predict_special_tokens": true,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"torch_dtype": "float32",
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"transformers_version": "4.29.0.dev0",
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"use_cache": true,
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"vocab_size": 50258
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}
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eval_results.json
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{
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"epoch": 3.0,
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"eval_accuracy": 0.7530332988402018,
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"eval_loss": 1.135235071182251,
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"eval_runtime": 258.9178,
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"eval_samples": 1339,
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"eval_samples_per_second": 5.172,
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"eval_steps_per_second": 5.172,
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"perplexity": 3.111904976114112
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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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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.29.0.dev0"
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:bc38c2ec73e41fc4e616571ba07dd491c370cf18329469df50b959aec2a08f10
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size 1524265245
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runs/May05_10-49-07_82b7056ff6d0/1683283804.8437665/events.out.tfevents.1683283804.82b7056ff6d0.173.1
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version https://git-lfs.github.com/spec/v1
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runs/May05_10-49-07_82b7056ff6d0/events.out.tfevents.1683283804.82b7056ff6d0.173.0
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version https://git-lfs.github.com/spec/v1
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size 9450
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runs/May05_10-49-07_82b7056ff6d0/events.out.tfevents.1683293851.82b7056ff6d0.173.2
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version https://git-lfs.github.com/spec/v1
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size 363
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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},
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"unk_token": {
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_bos_token": false,
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"add_prefix_space": false,
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"bos_token": {
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"__type": "AddedToken",
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"clean_up_tokenization_spaces": true,
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"eos_token": {
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"__type": "AddedToken",
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"errors": "replace",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": null,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": {
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"__type": "AddedToken",
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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train_results.json
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{
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"epoch": 3.0,
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"train_loss": 1.2911211150314672,
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"train_runtime": 9784.2831,
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"train_samples": 5323,
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"train_samples_per_second": 1.632,
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"train_steps_per_second": 1.632
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}
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trainer_state.json
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