Initial model upload
Browse files- config.json +52 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +63 -0
- trainer_state.json +270 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"_name_or_path": "../model/",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "\u043e\u0442\u0435\u0446",
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"1": "\u043c\u0430\u0442\u044c",
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"2": "\u0440\u0435\u0431\u0435\u043d\u043e\u043a",
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"3": "\u0441\u0443\u043f\u0440\u0443\u0433",
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"4": "\u0431\u044b\u0432\u0448\u0438\u0439 \u0441\u0443\u043f\u0440\u0443\u0433",
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"5": "\u043e \u0441\u0435\u0431\u0435"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"\u0431\u044b\u0432\u0448\u0438\u0439 \u0441\u0443\u043f\u0440\u0443\u0433": 4,
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"\u043c\u0430\u0442\u044c": 1,
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"\u043e \u0441\u0435\u0431\u0435": 5,
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"\u043e\u0442\u0435\u0446": 0,
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"\u0440\u0435\u0431\u0435\u043d\u043e\u043a": 2,
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"\u0441\u0443\u043f\u0440\u0443\u0433": 3
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},
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"layer_norm_eps": 1e-07,
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"legacy": true,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 1024,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"relative_attention": true,
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"share_att_key": true,
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"torch_dtype": "float32",
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"transformers_version": "4.47.0",
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"type_vocab_size": 0,
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"vocab_size": 128100
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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:efd763dfe8e85c866e6bd66f50809d9d54abce16f01859bae8100bc92ed5f69e
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size 1740320848
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:09bc7a04cb1c04fd2bf390ada3ea92d968b99d16473546daf9bf211097dd45d0
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size 210016058
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rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:0ec1c04ea978711253e617f503c8e9a897c2b598c232debda0e8460cead38768
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2966c532a4eaa51eb66d10c1d97075ad2d534019e8d79c43ed0464fef1781368
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size 1064
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special_tokens_map.json
ADDED
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{
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"bos_token": {
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"content": "[CLS]",
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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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"cls_token": {
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"content": "[CLS]",
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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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"eos_token": {
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"content": "[SEP]",
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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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"mask_token": {
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"content": "[MASK]",
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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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"pad_token": {
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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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"sep_token": {
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"content": "[SEP]",
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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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tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
ADDED
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{
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"added_tokens_decoder": {
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"0": {
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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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"special": true
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},
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"1": {
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"content": "[CLS]",
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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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"special": true
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},
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"2": {
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"content": "[SEP]",
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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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"special": true
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},
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"3": {
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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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"special": true
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},
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"128000": {
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"content": "[MASK]",
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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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"special": true
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}
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},
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"bos_token": "[CLS]",
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"eos_token": "[SEP]",
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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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"max_length": 512,
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"sp_model_kwargs": {},
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"split_by_punct": false,
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"stride": 0,
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"tokenizer_class": "DebertaV2Tokenizer",
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "[UNK]",
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"vocab_type": "spm"
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}
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trainer_state.json
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{
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"best_metric": 0.03780783340334892,
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"best_model_checkpoint": "./results3/checkpoint-2400",
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"epoch": 3.864734299516908,
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"eval_steps": 200,
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"global_step": 2400,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.322061191626409,
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"grad_norm": 7.461069583892822,
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"learning_rate": 6.666666666666667e-07,
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"loss": 1.8012,
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"step": 200
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},
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{
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"epoch": 0.322061191626409,
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"eval_accuracy": 0.18971061093247588,
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"eval_f1": 0.10189049057972092,
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"eval_loss": 1.7812345027923584,
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"eval_precision": 0.12844515990912814,
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"eval_recall": 0.18971061093247588,
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"eval_runtime": 5.7225,
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"eval_samples_per_second": 108.693,
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"eval_steps_per_second": 27.261,
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"step": 200
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},
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{
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"epoch": 0.644122383252818,
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"grad_norm": 6.918825149536133,
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"learning_rate": 1.3333333333333334e-06,
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"loss": 1.7688,
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"step": 400
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},
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{
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"epoch": 0.644122383252818,
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"eval_accuracy": 0.26688102893890675,
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"eval_f1": 0.21143076934540506,
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"eval_loss": 1.7484790086746216,
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"eval_precision": 0.48251637799958924,
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"eval_recall": 0.26688102893890675,
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"eval_runtime": 5.841,
|
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"eval_samples_per_second": 106.489,
|
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"eval_steps_per_second": 26.708,
|
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"step": 400
|
48 |
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},
|
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{
|
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"epoch": 0.966183574879227,
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"grad_norm": 6.153536319732666,
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"learning_rate": 2.0000000000000003e-06,
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"loss": 1.7475,
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"step": 600
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},
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{
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"epoch": 0.966183574879227,
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"eval_accuracy": 0.5353697749196141,
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"eval_f1": 0.5292630942880905,
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"eval_loss": 1.6678913831710815,
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"eval_precision": 0.5777595640628179,
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"eval_recall": 0.5353697749196141,
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