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Browse files- README.md +34 -0
- checkpoint-4732/config.json +62 -0
- checkpoint-4732/generation_config.json +6 -0
- checkpoint-4732/model.safetensors +3 -0
- checkpoint-4732/optimizer.pt +3 -0
- checkpoint-4732/rng_state.pth +3 -0
- checkpoint-4732/scheduler.pt +3 -0
- checkpoint-4732/special_tokens_map.json +125 -0
- checkpoint-4732/spiece.model +3 -0
- checkpoint-4732/tokenizer.json +0 -0
- checkpoint-4732/tokenizer_config.json +938 -0
- checkpoint-4732/trainer_state.json +1378 -0
- checkpoint-4732/training_args.bin +3 -0
- config.json +62 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- runs/Jun11_08-00-32_r-riken01-t5-base-fm5vgt2v-01ac3-rig0r/events.out.tfevents.1718092836.r-riken01-t5-base-fm5vgt2v-01ac3-rig0r.81.0 +2 -2
- runs/Jun11_08-00-32_r-riken01-t5-base-fm5vgt2v-01ac3-rig0r/events.out.tfevents.1718095662.r-riken01-t5-base-fm5vgt2v-01ac3-rig0r.81.1 +3 -0
- special_tokens_map.json +125 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +938 -0
- training_args.bin +3 -0
- training_params.json +37 -0
README.md
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---
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tags:
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- autotrain
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- text2text-generation
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base_model: google/flan-t5-base
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Seq2Seq
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## Validation Metrics
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loss: nan
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rouge1: 23.1004
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rouge2: 10.166
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rougeL: 21.5532
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rougeLsum: 21.5697
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gen_len: 13.1445
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runtime: 125.8277
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samples_per_second: 9.402
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steps_per_second: 2.352
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: 3.0
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checkpoint-4732/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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"d_model": 768,
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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": 12,
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"num_heads": 12,
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"num_layers": 12,
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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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"max_length": 200,
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"min_length": 30,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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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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},
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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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},
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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": "4.41.0",
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"use_cache": false,
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"vocab_size": 32128
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}
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checkpoint-4732/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": "4.41.0"
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}
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checkpoint-4732/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:197b346658905cda50c1a71fe0eb77a4d79306adaeb5d7a3c0e9208c91022d45
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size 990345064
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checkpoint-4732/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2eb2f6ff914c04e2e49919f9e6c838d22c1af95bb4f466a355c1debcff48d57c
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size 1832
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checkpoint-4732/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:7e148df2333245df1ecae7e50215709de27619fd4633f53433021f7552d7d26f
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size 14244
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checkpoint-4732/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0198810671b0700993e71dcd3ab8f6012bbc4e3080ccb33efdc560594fe4262d
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size 1064
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checkpoint-4732/special_tokens_map.json
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{
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"additional_special_tokens": [
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"<extra_id_0>",
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"<extra_id_1>",
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"<extra_id_2>",
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"<extra_id_3>",
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"<extra_id_4>",
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"<extra_id_5>",
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"<extra_id_6>",
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"<extra_id_7>",
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"<extra_id_8>",
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"<extra_id_9>",
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"<extra_id_10>",
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"<extra_id_14>",
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"<extra_id_15>",
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"<extra_id_16>",
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"<extra_id_17>",
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"<extra_id_20>",
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"<extra_id_21>",
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"<extra_id_22>",
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"<extra_id_23>",
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"<extra_id_24>",
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"<extra_id_25>",
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"<extra_id_26>",
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"<extra_id_27>",
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"<extra_id_28>",
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"<extra_id_29>",
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"<extra_id_30>",
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"<extra_id_31>",
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"<extra_id_32>",
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"<extra_id_33>",
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"<extra_id_34>",
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"<extra_id_35>",
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"<extra_id_36>",
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"<extra_id_37>",
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"<extra_id_38>",
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"<extra_id_39>",
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"<extra_id_40>",
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"<extra_id_41>",
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"<extra_id_42>",
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"<extra_id_43>",
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"<extra_id_44>",
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"<extra_id_45>",
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"<extra_id_46>",
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"<extra_id_47>",
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"<extra_id_48>",
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"<extra_id_49>",
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"<extra_id_50>",
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"<extra_id_51>",
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"<extra_id_52>",
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"<extra_id_53>",
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"<extra_id_54>",
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"<extra_id_55>",
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"<extra_id_56>",
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"<extra_id_57>",
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"<extra_id_58>",
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"<extra_id_59>",
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"<extra_id_60>",
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"<extra_id_61>",
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"<extra_id_62>",
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"<extra_id_63>",
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"<extra_id_66>",
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"<extra_id_67>",
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"<extra_id_68>",
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"<extra_id_69>",
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"<extra_id_70>",
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"<extra_id_71>",
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"<extra_id_78>",
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"<extra_id_80>",
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"<extra_id_82>",
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"<extra_id_83>",
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"<extra_id_84>",
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"<extra_id_85>",
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"<extra_id_90>",
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"<extra_id_91>",
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"<extra_id_93>",
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"<extra_id_94>",
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"<extra_id_95>",
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"<extra_id_97>",
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"<extra_id_98>",
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"<extra_id_99>"
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],
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"eos_token": {
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"content": "</s>",
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| 106 |
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"lstrip": false,
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| 107 |
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"normalized": false,
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"rstrip": false,
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| 109 |
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"single_word": false
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},
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| 111 |
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"pad_token": {
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| 112 |
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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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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checkpoint-4732/spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
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size 791656
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checkpoint-4732/tokenizer.json
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checkpoint-4732/tokenizer_config.json
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|
| 1 |
+
{
|
| 2 |
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"added_tokens_decoder": {
|
| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 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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| 20 |
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| 21 |
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| 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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| 28 |
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| 29 |
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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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| 40 |
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| 41 |
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| 42 |
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| 44 |
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| 45 |
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| 50 |
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| 52 |
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| 53 |
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| 60 |
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| 66 |
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| 68 |
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| 69 |
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| 72 |
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| 73 |
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| 74 |
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| 76 |
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| 77 |
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| 851 |
+
"<extra_id_22>",
|
| 852 |
+
"<extra_id_23>",
|
| 853 |
+
"<extra_id_24>",
|
| 854 |
+
"<extra_id_25>",
|
| 855 |
+
"<extra_id_26>",
|
| 856 |
+
"<extra_id_27>",
|
| 857 |
+
"<extra_id_28>",
|
| 858 |
+
"<extra_id_29>",
|
| 859 |
+
"<extra_id_30>",
|
| 860 |
+
"<extra_id_31>",
|
| 861 |
+
"<extra_id_32>",
|
| 862 |
+
"<extra_id_33>",
|
| 863 |
+
"<extra_id_34>",
|
| 864 |
+
"<extra_id_35>",
|
| 865 |
+
"<extra_id_36>",
|
| 866 |
+
"<extra_id_37>",
|
| 867 |
+
"<extra_id_38>",
|
| 868 |
+
"<extra_id_39>",
|
| 869 |
+
"<extra_id_40>",
|
| 870 |
+
"<extra_id_41>",
|
| 871 |
+
"<extra_id_42>",
|
| 872 |
+
"<extra_id_43>",
|
| 873 |
+
"<extra_id_44>",
|
| 874 |
+
"<extra_id_45>",
|
| 875 |
+
"<extra_id_46>",
|
| 876 |
+
"<extra_id_47>",
|
| 877 |
+
"<extra_id_48>",
|
| 878 |
+
"<extra_id_49>",
|
| 879 |
+
"<extra_id_50>",
|
| 880 |
+
"<extra_id_51>",
|
| 881 |
+
"<extra_id_52>",
|
| 882 |
+
"<extra_id_53>",
|
| 883 |
+
"<extra_id_54>",
|
| 884 |
+
"<extra_id_55>",
|
| 885 |
+
"<extra_id_56>",
|
| 886 |
+
"<extra_id_57>",
|
| 887 |
+
"<extra_id_58>",
|
| 888 |
+
"<extra_id_59>",
|
| 889 |
+
"<extra_id_60>",
|
| 890 |
+
"<extra_id_61>",
|
| 891 |
+
"<extra_id_62>",
|
| 892 |
+
"<extra_id_63>",
|
| 893 |
+
"<extra_id_64>",
|
| 894 |
+
"<extra_id_65>",
|
| 895 |
+
"<extra_id_66>",
|
| 896 |
+
"<extra_id_67>",
|
| 897 |
+
"<extra_id_68>",
|
| 898 |
+
"<extra_id_69>",
|
| 899 |
+
"<extra_id_70>",
|
| 900 |
+
"<extra_id_71>",
|
| 901 |
+
"<extra_id_72>",
|
| 902 |
+
"<extra_id_73>",
|
| 903 |
+
"<extra_id_74>",
|
| 904 |
+
"<extra_id_75>",
|
| 905 |
+
"<extra_id_76>",
|
| 906 |
+
"<extra_id_77>",
|
| 907 |
+
"<extra_id_78>",
|
| 908 |
+
"<extra_id_79>",
|
| 909 |
+
"<extra_id_80>",
|
| 910 |
+
"<extra_id_81>",
|
| 911 |
+
"<extra_id_82>",
|
| 912 |
+
"<extra_id_83>",
|
| 913 |
+
"<extra_id_84>",
|
| 914 |
+
"<extra_id_85>",
|
| 915 |
+
"<extra_id_86>",
|
| 916 |
+
"<extra_id_87>",
|
| 917 |
+
"<extra_id_88>",
|
| 918 |
+
"<extra_id_89>",
|
| 919 |
+
"<extra_id_90>",
|
| 920 |
+
"<extra_id_91>",
|
| 921 |
+
"<extra_id_92>",
|
| 922 |
+
"<extra_id_93>",
|
| 923 |
+
"<extra_id_94>",
|
| 924 |
+
"<extra_id_95>",
|
| 925 |
+
"<extra_id_96>",
|
| 926 |
+
"<extra_id_97>",
|
| 927 |
+
"<extra_id_98>",
|
| 928 |
+
"<extra_id_99>"
|
| 929 |
+
],
|
| 930 |
+
"clean_up_tokenization_spaces": true,
|
| 931 |
+
"eos_token": "</s>",
|
| 932 |
+
"extra_ids": 100,
|
| 933 |
+
"model_max_length": 512,
|
| 934 |
+
"pad_token": "<pad>",
|
| 935 |
+
"sp_model_kwargs": {},
|
| 936 |
+
"tokenizer_class": "T5Tokenizer",
|
| 937 |
+
"unk_token": "<unk>"
|
| 938 |
+
}
|
checkpoint-4732/trainer_state.json
ADDED
|
@@ -0,0 +1,1378 @@
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checkpoint-4732/training_args.bin
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size 5304
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config.json
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generation_config.json
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ADDED
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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 |
+
},
|
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| 872 |
+
"<extra_id_43>",
|
| 873 |
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"<extra_id_44>",
|
| 874 |
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"<extra_id_45>",
|
| 875 |
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"<extra_id_46>",
|
| 876 |
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"<extra_id_47>",
|
| 877 |
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"<extra_id_48>",
|
| 878 |
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"<extra_id_49>",
|
| 879 |
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"<extra_id_50>",
|
| 880 |
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"<extra_id_51>",
|
| 881 |
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"<extra_id_52>",
|
| 882 |
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"<extra_id_53>",
|
| 883 |
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"<extra_id_54>",
|
| 884 |
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"<extra_id_55>",
|
| 885 |
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"<extra_id_56>",
|
| 886 |
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"<extra_id_57>",
|
| 887 |
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"<extra_id_58>",
|
| 888 |
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"<extra_id_59>",
|
| 889 |
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"<extra_id_60>",
|
| 890 |
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"<extra_id_61>",
|
| 891 |
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"<extra_id_62>",
|
| 892 |
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"<extra_id_63>",
|
| 893 |
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"<extra_id_64>",
|
| 894 |
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"<extra_id_65>",
|
| 895 |
+
"<extra_id_66>",
|
| 896 |
+
"<extra_id_67>",
|
| 897 |
+
"<extra_id_68>",
|
| 898 |
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"<extra_id_69>",
|
| 899 |
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"<extra_id_70>",
|
| 900 |
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"<extra_id_71>",
|
| 901 |
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"<extra_id_72>",
|
| 902 |
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"<extra_id_73>",
|
| 903 |
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"<extra_id_74>",
|
| 904 |
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"<extra_id_75>",
|
| 905 |
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"<extra_id_76>",
|
| 906 |
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"<extra_id_77>",
|
| 907 |
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"<extra_id_78>",
|
| 908 |
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"<extra_id_79>",
|
| 909 |
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"<extra_id_80>",
|
| 910 |
+
"<extra_id_81>",
|
| 911 |
+
"<extra_id_82>",
|
| 912 |
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"<extra_id_83>",
|
| 913 |
+
"<extra_id_84>",
|
| 914 |
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"<extra_id_85>",
|
| 915 |
+
"<extra_id_86>",
|
| 916 |
+
"<extra_id_87>",
|
| 917 |
+
"<extra_id_88>",
|
| 918 |
+
"<extra_id_89>",
|
| 919 |
+
"<extra_id_90>",
|
| 920 |
+
"<extra_id_91>",
|
| 921 |
+
"<extra_id_92>",
|
| 922 |
+
"<extra_id_93>",
|
| 923 |
+
"<extra_id_94>",
|
| 924 |
+
"<extra_id_95>",
|
| 925 |
+
"<extra_id_96>",
|
| 926 |
+
"<extra_id_97>",
|
| 927 |
+
"<extra_id_98>",
|
| 928 |
+
"<extra_id_99>"
|
| 929 |
+
],
|
| 930 |
+
"clean_up_tokenization_spaces": true,
|
| 931 |
+
"eos_token": "</s>",
|
| 932 |
+
"extra_ids": 100,
|
| 933 |
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"model_max_length": 512,
|
| 934 |
+
"pad_token": "<pad>",
|
| 935 |
+
"sp_model_kwargs": {},
|
| 936 |
+
"tokenizer_class": "T5Tokenizer",
|
| 937 |
+
"unk_token": "<unk>"
|
| 938 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fe1fff3b4ef63eb8402defa8d9730683b9a556960ebc6c2e732479bdedcb70a6
|
| 3 |
+
size 5304
|
training_params.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-vkk0q-3g7ic/autotrain-data",
|
| 3 |
+
"model": "google/flan-t5-base",
|
| 4 |
+
"username": "riken01",
|
| 5 |
+
"seed": 42,
|
| 6 |
+
"train_split": "train",
|
| 7 |
+
"valid_split": "validation",
|
| 8 |
+
"project_name": "autotrain-vkk0q-3g7ic",
|
| 9 |
+
"push_to_hub": true,
|
| 10 |
+
"text_column": "autotrain_text",
|
| 11 |
+
"target_column": "autotrain_label",
|
| 12 |
+
"lr": 1e-06,
|
| 13 |
+
"epochs": 3,
|
| 14 |
+
"max_seq_length": 128,
|
| 15 |
+
"max_target_length": 128,
|
| 16 |
+
"batch_size": 2,
|
| 17 |
+
"warmup_ratio": 0.1,
|
| 18 |
+
"gradient_accumulation": 1,
|
| 19 |
+
"optimizer": "adamw_torch",
|
| 20 |
+
"scheduler": "linear",
|
| 21 |
+
"weight_decay": 0.0,
|
| 22 |
+
"max_grad_norm": 1.0,
|
| 23 |
+
"logging_steps": -1,
|
| 24 |
+
"evaluation_strategy": "epoch",
|
| 25 |
+
"auto_find_batch_size": false,
|
| 26 |
+
"mixed_precision": "fp16",
|
| 27 |
+
"save_total_limit": 1,
|
| 28 |
+
"peft": false,
|
| 29 |
+
"quantization": "int4",
|
| 30 |
+
"lora_r": 16,
|
| 31 |
+
"lora_alpha": 32,
|
| 32 |
+
"lora_dropout": 0.05,
|
| 33 |
+
"target_modules": "all-linear",
|
| 34 |
+
"log": "tensorboard",
|
| 35 |
+
"early_stopping_patience": 5,
|
| 36 |
+
"early_stopping_threshold": 0.01
|
| 37 |
+
}
|