Training complete
Browse files- README.md +75 -0
- emissions.csv +2 -0
- generation_config.json +16 -0
- model.safetensors +1 -1
- runs/Aug31_18-51-40_softbuilders-Z790-UD-AC/events.out.tfevents.1725116994.softbuilders-Z790-UD-AC.111417.0 +2 -2
- runs/Aug31_18-51-40_softbuilders-Z790-UD-AC/events.out.tfevents.1725119041.softbuilders-Z790-UD-AC.111417.1 +3 -0
README.md
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---
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license: cc-by-4.0
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base_model: Helsinki-NLP/opus-mt-tc-big-it-en
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tags:
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- translation
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- generated_from_trainer
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datasets:
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- kde4
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metrics:
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- bleu
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model-index:
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- name: marian-finetuned-kde4-it-to-en
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results:
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- task:
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name: Sequence-to-sequence Language Modeling
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type: text2text-generation
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dataset:
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name: kde4
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type: kde4
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config: en-it
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split: train
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args: en-it
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metrics:
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- name: Bleu
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type: bleu
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value: 33.5531068447265
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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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# marian-finetuned-kde4-it-to-en
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This model is a fine-tuned version of [Helsinki-NLP/opus-mt-tc-big-it-en](https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-it-en) on the kde4 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.4971
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- Model Preparation Time: 0.0014
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- Bleu: 33.5531
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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: 2e-05
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- train_batch_size: 32
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- eval_batch_size: 64
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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
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- Transformers 4.45.0.dev0
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- Pytorch 2.4.0+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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emissions.csv
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timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue
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2024-08-31T19:33:58,codecarbon,50ed15b1-96bc-4eb0-a4c7-f817848f0ea4,1438.5777842998505,0.05530542296743553,3.8444513443082565e-05,42.5,209.48617346688414,11.66740608215332,0.01698254630648428,0.11391739974495874,0.00466086764409109,0.1355608136955341,United Arab Emirates,ARE,dubai,,,Linux-6.8.0-40-generic-x86_64-with-glibc2.35,3.12.4,2.3.5,32,13th Gen Intel(R) Core(TM) i9-13900K,1,1 x NVIDIA GeForce RTX 4090,55.298,25.0731,31.113082885742188,machine,N,1.0
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generation_config.json
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{
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"bad_words_ids": [
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[
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54421
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]
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],
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"bos_token_id": 0,
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"decoder_start_token_id": 54421,
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"eos_token_id": 43017,
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"forced_eos_token_id": 43017,
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"max_length": 512,
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"num_beams": 4,
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"pad_token_id": 54421,
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"renormalize_logits": true,
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"transformers_version": "4.45.0.dev0"
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}
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model.safetensors
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runs/Aug31_18-51-40_softbuilders-Z790-UD-AC/events.out.tfevents.1725116994.softbuilders-Z790-UD-AC.111417.0
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runs/Aug31_18-51-40_softbuilders-Z790-UD-AC/events.out.tfevents.1725119041.softbuilders-Z790-UD-AC.111417.1
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size 480
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