Upload fine-tuned BanglaBERT for NER
Browse files- .gitattributes +1 -0
- config.json +52 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- sentencepiece.model +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +3 -0
- tokenizer_config.json +58 -0
- trainer_state.json +55 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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config.json
ADDED
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@@ -0,0 +1,52 @@
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{
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"architectures": [
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"RemBertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0,
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"bos_token_id": 312,
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"classifier_dropout_prob": 0.1,
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"embedding_dropout_prob": 0,
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"embedding_size": 256,
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"eos_token_id": 313,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0,
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"hidden_size": 1152,
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"id2label": {
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"0": "O",
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"1": "B-PER",
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"2": "I-PER",
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"3": "B-ORG",
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"4": "I-ORG",
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"5": "B-LOC",
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"6": "I-LOC",
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"7": "B-MISC",
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"8": "I-MISC"
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},
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"initializer_range": 0.02,
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"input_embedding_size": 256,
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"intermediate_size": 4608,
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"label2id": {
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"B-LOC": 5,
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"B-MISC": 7,
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"B-ORG": 3,
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"B-PER": 1,
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"I-LOC": 6,
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"I-MISC": 8,
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"I-ORG": 4,
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"I-PER": 2,
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"O": 0
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "rembert",
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"num_attention_heads": 18,
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"num_hidden_layers": 32,
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"output_embedding_size": 1664,
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"pad_token_id": 0,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.51.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 250300
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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:a1f59d4ff7e9d9d7d33bc95f18d53ab25d349562954ea4aea0f47d2fbb2c72cd
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size 2298474388
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:eeb3ef6a41a7f6df267fb3c634a0f6f3372a40b27feed38eac79bc26295e1e66
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size 4597262165
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:7831349db6e854a291635f934ea3d557d042d385d3adddcde485acdb306680d3
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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:ef708965ff84334d3df334d5a400db0733214aecc7b8e5ef203457907c319bc8
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size 1064
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sentencepiece.model
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:67ce12ea4550e57af39217a75686a61695e34edbb1c9892f82f0b861d73a4482
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size 4697711
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special_tokens_map.json
ADDED
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@@ -0,0 +1,51 @@
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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
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:d79a1cc6d8e132de5e342cd7a33af66041e99257b73612d6c01a2772914d76c3
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size 16709915
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tokenizer_config.json
ADDED
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@@ -0,0 +1,58 @@
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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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"2": {
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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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"312": {
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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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"313": {
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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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"314": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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| 39 |
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"rstrip": false,
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| 40 |
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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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| 45 |
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"clean_up_tokenization_spaces": false,
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| 46 |
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"cls_token": "[CLS]",
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| 47 |
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"do_lower_case": false,
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| 48 |
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"eos_token": "[SEP]",
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| 49 |
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"extra_special_tokens": {},
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| 50 |
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"keep_accents": true,
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| 51 |
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"mask_token": "[MASK]",
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| 52 |
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"model_max_length": 1000000000000000019884624838656,
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| 53 |
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"pad_token": "[PAD]",
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| 54 |
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"remove_space": true,
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| 55 |
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"sep_token": "[SEP]",
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| 56 |
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"tokenizer_class": "RemBertTokenizer",
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"unk_token": "[UNK]"
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}
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trainer_state.json
ADDED
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{
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"best_global_step": null,
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"best_metric": null,
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| 4 |
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"best_model_checkpoint": null,
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| 5 |
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"epoch": 5.0,
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| 6 |
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"eval_steps": 500,
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| 7 |
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"global_step": 1525,
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| 8 |
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"is_hyper_param_search": false,
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| 9 |
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"is_local_process_zero": true,
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| 10 |
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"is_world_process_zero": true,
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| 11 |
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"log_history": [
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| 12 |
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{
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| 13 |
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"epoch": 1.639344262295082,
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| 14 |
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"grad_norm": 6.152276992797852,
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| 15 |
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"learning_rate": 1.3455737704918036e-05,
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| 16 |
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"loss": 0.2563,
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| 17 |
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"step": 500
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| 18 |
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},
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| 19 |
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{
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| 20 |
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"epoch": 3.278688524590164,
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| 21 |
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"grad_norm": 1.6254922151565552,
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| 22 |
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"learning_rate": 6.8983606557377056e-06,
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| 23 |
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"loss": 0.081,
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| 24 |
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"step": 1000
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| 25 |
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},
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| 26 |
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{
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| 27 |
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"epoch": 4.918032786885246,
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| 28 |
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"grad_norm": 0.03872436285018921,
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"learning_rate": 3.409836065573771e-07,
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| 30 |
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"loss": 0.0242,
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| 31 |
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"step": 1500
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| 32 |
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}
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| 33 |
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],
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| 34 |
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"logging_steps": 500,
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| 35 |
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"max_steps": 1525,
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| 36 |
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"num_input_tokens_seen": 0,
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| 37 |
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"num_train_epochs": 5,
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| 38 |
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"save_steps": 500,
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| 39 |
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"stateful_callbacks": {
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| 40 |
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"TrainerControl": {
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| 41 |
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"args": {
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| 42 |
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"should_epoch_stop": false,
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| 43 |
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"should_evaluate": false,
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| 44 |
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"should_log": false,
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| 45 |
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"should_save": true,
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| 46 |
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"should_training_stop": true
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| 47 |
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},
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| 48 |
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"attributes": {}
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| 49 |
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}
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| 50 |
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},
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| 51 |
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"total_flos": 4774349102423040.0,
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"train_batch_size": 8,
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| 53 |
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"trial_name": null,
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| 54 |
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7f53660b22fac363b142ef5e36b20b15fbd36a63dec8c569eb08bd7acd3a1920
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size 5304
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