Upload fine-tuned model - BLEU: 0.1636
Browse files- .gitattributes +2 -0
- README.md +4 -4
- baseline_results.json +7 -7
- checkpoint-144/config.json +54 -0
- checkpoint-144/generation_config.json +17 -0
- checkpoint-144/model.safetensors +3 -0
- checkpoint-144/optimizer.pt +3 -0
- checkpoint-144/rng_state.pth +3 -0
- checkpoint-144/scaler.pt +3 -0
- checkpoint-144/scheduler.pt +3 -0
- checkpoint-144/source.spm +3 -0
- checkpoint-144/special_tokens_map.json +5 -0
- checkpoint-144/target.spm +3 -0
- checkpoint-144/tokenizer_config.json +39 -0
- checkpoint-144/trainer_state.json +57 -0
- checkpoint-144/training_args.bin +3 -0
- checkpoint-144/vocab.json +0 -0
- model.safetensors +1 -1
- test_results.json +13 -13
- train_results.json +4 -4
- training_args.bin +1 -1
- translation_config.json +1 -1
.gitattributes
CHANGED
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@@ -47,3 +47,5 @@ checkpoint-96/source.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-96/target.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-80/source.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-80/target.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-96/target.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-80/source.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-80/target.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-144/source.spm filter=lfs diff=lfs merge=lfs -text
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checkpoint-144/target.spm filter=lfs diff=lfs merge=lfs -text
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README.md
CHANGED
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@@ -40,13 +40,13 @@ The model was fine-tuned on a combination of:
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## Performance
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### Test Set (General Translation)
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- **BLEU:** 0.
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- **chrF:** 36.
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- **Improvement over baseline:** +0.0%
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### Domain Evaluation (Call Transcriptions)
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- **Domain BLEU:** 0.0000
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- **Domain chrF:**
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- **Domain COMET-QE:** 0.0000
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*Domain metrics are evaluated on real 10-minute call transcriptions from child helplines.*
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@@ -88,7 +88,7 @@ print(translation)
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**Base Model:** Helsinki-NLP/opus-mt-mul-en
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**Training Epochs:** 8
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-
**Batch Size:**
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**Learning Rate:** 3e-05
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**Optimizer:** AdamW
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**Hardware:** NVIDIA GPU with FP16 mixed precision
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## Performance
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### Test Set (General Translation)
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- **BLEU:** 0.1636
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- **chrF:** 36.08
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- **Improvement over baseline:** +0.0%
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### Domain Evaluation (Call Transcriptions)
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- **Domain BLEU:** 0.0000
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- **Domain chrF:** 2.12
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- **Domain COMET-QE:** 0.0000
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*Domain metrics are evaluated on real 10-minute call transcriptions from child helplines.*
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**Base Model:** Helsinki-NLP/opus-mt-mul-en
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**Training Epochs:** 8
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**Batch Size:** 350 (effective: 350)
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**Learning Rate:** 3e-05
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**Optimizer:** AdamW
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**Hardware:** NVIDIA GPU with FP16 mixed precision
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baseline_results.json
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@@ -1,11 +1,11 @@
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{
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"eval_loss": 18.
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"eval_model_preparation_time": 0.
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"eval_bleu": 0.
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"eval_chrf": 20.
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"eval_runtime":
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"eval_samples_per_second":
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"eval_steps_per_second": 0.
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"eval_comet": 0.0341746505332392,
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"eval_comet_std": 0.1127765594779826,
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"baseline_domain_bleu": 0.0,
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{
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"eval_loss": 18.048294067382812,
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"eval_model_preparation_time": 0.0023,
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"eval_bleu": 0.03175826534675532,
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"eval_chrf": 20.001735154905155,
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"eval_runtime": 18.5174,
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"eval_samples_per_second": 19.441,
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"eval_steps_per_second": 0.108,
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"eval_comet": 0.0341746505332392,
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"eval_comet_std": 0.1127765594779826,
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"baseline_domain_bleu": 0.0,
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checkpoint-144/config.json
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@@ -0,0 +1,54 @@
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{
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"activation_dropout": 0.0,
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"activation_function": "swish",
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"add_bias_logits": false,
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"add_final_layer_norm": false,
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"architectures": [
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"MarianMTModel"
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],
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"attention_dropout": 0.0,
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"classif_dropout": 0.0,
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"classifier_dropout": 0.0,
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"d_model": 512,
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"decoder_attention_heads": 8,
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"decoder_ffn_dim": 2048,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 64171,
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"decoder_vocab_size": 64172,
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"dropout": 0.1,
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"dtype": "float32",
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"encoder_attention_heads": 8,
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"encoder_ffn_dim": 2048,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"extra_pos_embeddings": 64172,
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"forced_eos_token_id": 0,
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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_1": 1,
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"LABEL_2": 2
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},
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"max_length": null,
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"max_position_embeddings": 512,
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"model_type": "marian",
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"normalize_before": false,
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"normalize_embedding": false,
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"num_beams": null,
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"num_hidden_layers": 6,
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"pad_token_id": 64171,
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"scale_embedding": true,
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"share_encoder_decoder_embeddings": true,
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"static_position_embeddings": true,
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"transformers_version": "4.57.1",
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"use_cache": true,
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"vocab_size": 64172
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}
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checkpoint-144/generation_config.json
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@@ -0,0 +1,17 @@
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64171
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"decoder_start_token_id": 64171,
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"num_beams": 6,
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"renormalize_logits": true,
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"transformers_version": "4.57.1"
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}
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checkpoint-144/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 308263984
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checkpoint-144/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 616171979
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checkpoint-144/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14645
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checkpoint-144/scaler.pt
ADDED
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size 1383
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checkpoint-144/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1465
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checkpoint-144/source.spm
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version https://git-lfs.github.com/spec/v1
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size 706917
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checkpoint-144/special_tokens_map.json
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checkpoint-144/target.spm
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size 791194
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checkpoint-144/tokenizer_config.json
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{
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"0": {
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"1": {
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| 32 |
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"pad_token": "<pad>",
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| 33 |
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"separate_vocabs": false,
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| 34 |
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"source_lang": "mul",
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| 35 |
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"sp_model_kwargs": {},
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| 36 |
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"target_lang": "eng",
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| 37 |
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"tokenizer_class": "MarianTokenizer",
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| 38 |
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"unk_token": "<unk>"
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}
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checkpoint-144/trainer_state.json
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{
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"is_hyper_param_search": false,
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"log_history": [
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{
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"epoch": 2.7777777777777777,
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"learning_rate": 2.5145069915713543e-05,
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"loss": 6.7383,
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"step": 50
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},
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{
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"loss": 3.4434,
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"step": 100
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}
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],
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"logging_steps": 50,
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"max_steps": 144,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 8,
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| 31 |
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"save_steps": 1000,
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| 32 |
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"stateful_callbacks": {
|
| 33 |
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"EarlyStoppingCallback": {
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| 34 |
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"args": {
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"early_stopping_patience": 5,
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"early_stopping_threshold": 0.001
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},
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"attributes": {
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}
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},
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"TrainerControl": {
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| 43 |
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"args": {
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| 44 |
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checkpoint-144/training_args.bin
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checkpoint-144/vocab.json
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model.safetensors
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train_results.json
CHANGED
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| 1 |
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training_args.bin
CHANGED
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translation_config.json
CHANGED
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| 30 |
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| 31 |
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| 32 |
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| 30 |
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