Instructions to use dzungpham/graphcodebert-code-classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dzungpham/graphcodebert-code-classification with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("dzungpham/graphcodebert-code-classification", dtype="auto") - Notebooks
- Google Colab
- Kaggle
Upload training checkpoints and best model
Browse files- checkpoint-300/config.json +29 -0
- checkpoint-300/merges.txt +0 -0
- checkpoint-300/model.safetensors +3 -0
- checkpoint-300/optimizer.pt +3 -0
- checkpoint-300/rng_state.pth +3 -0
- checkpoint-300/scaler.pt +3 -0
- checkpoint-300/scheduler.pt +3 -0
- checkpoint-300/special_tokens_map.json +51 -0
- checkpoint-300/tokenizer.json +0 -0
- checkpoint-300/tokenizer_config.json +58 -0
- checkpoint-300/trainer_state.json +292 -0
- checkpoint-300/training_args.bin +3 -0
- checkpoint-300/vocab.json +0 -0
- checkpoint-400/config.json +29 -0
- checkpoint-400/merges.txt +0 -0
- checkpoint-400/model.safetensors +3 -0
- checkpoint-400/optimizer.pt +3 -0
- checkpoint-400/rng_state.pth +3 -0
- checkpoint-400/scaler.pt +3 -0
- checkpoint-400/scheduler.pt +3 -0
- checkpoint-400/special_tokens_map.json +51 -0
- checkpoint-400/tokenizer.json +0 -0
- checkpoint-400/tokenizer_config.json +58 -0
- checkpoint-400/trainer_state.json +375 -0
- checkpoint-400/training_args.bin +3 -0
- checkpoint-400/vocab.json +0 -0
checkpoint-300/config.json
ADDED
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{
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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| 8 |
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"dtype": "float32",
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| 9 |
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"eos_token_id": 2,
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| 10 |
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"gradient_checkpointing": false,
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| 11 |
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 1026,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"transformers_version": "4.56.0",
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"type_vocab_size": 10,
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"use_cache": true,
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"vocab_size": 51416
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}
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checkpoint-300/merges.txt
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checkpoint-300/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5df94bb5664f24898bd1747b90ec5ec1a7894763877b50ed6f92ec343e887343
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size 506505672
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checkpoint-300/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:67c687386e7f0bcc1b0cab97971038f78f405c6cbaa22b344603ad4b030d172e
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size 1007622411
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checkpoint-300/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:92749dba80344f7fbb600490e0859bf95cfe3553899b6b40b587db34c59e5a78
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size 14645
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checkpoint-300/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3fe30269f1e01bbd05ef9d9a336eb0d22d9ef083f38758adacac6c503a6978bc
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size 1383
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checkpoint-300/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a5ab476f3cf79210c1ebb124e0a4c75b4d8b4d0df459d9b662052991fff0c55
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size 1977
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checkpoint-300/special_tokens_map.json
ADDED
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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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": "<s>",
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"lstrip": false,
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"normalized": true,
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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": "</s>",
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"lstrip": false,
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"normalized": true,
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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": true,
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"normalized": true,
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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": true,
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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": "</s>",
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"lstrip": false,
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"normalized": true,
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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": true,
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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-300/tokenizer.json
ADDED
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checkpoint-300/tokenizer_config.json
ADDED
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{
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"add_prefix_space": false,
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| 3 |
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"added_tokens_decoder": {
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| 4 |
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"0": {
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| 5 |
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"content": "<s>",
|
| 6 |
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"lstrip": false,
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| 7 |
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"normalized": true,
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| 8 |
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"rstrip": false,
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| 9 |
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"single_word": false,
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| 10 |
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"special": true
|
| 11 |
+
},
|
| 12 |
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"1": {
|
| 13 |
+
"content": "<pad>",
|
| 14 |
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"lstrip": false,
|
| 15 |
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"normalized": true,
|
| 16 |
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"rstrip": false,
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| 17 |
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"single_word": false,
|
| 18 |
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"special": true
|
| 19 |
+
},
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| 20 |
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"2": {
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| 21 |
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"content": "</s>",
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| 22 |
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"lstrip": false,
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| 23 |
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"normalized": true,
|
| 24 |
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"rstrip": false,
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| 25 |
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"single_word": false,
|
| 26 |
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"special": true
|
| 27 |
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},
|
| 28 |
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"3": {
|
| 29 |
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"content": "<unk>",
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| 30 |
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"lstrip": false,
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| 31 |
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"normalized": true,
|
| 32 |
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"rstrip": false,
|
| 33 |
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"single_word": false,
|
| 34 |
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"special": true
|
| 35 |
+
},
|
| 36 |
+
"4": {
|
| 37 |
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"content": "<mask>",
|
| 38 |
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"lstrip": true,
|
| 39 |
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"normalized": true,
|
| 40 |
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"rstrip": false,
|
| 41 |
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"single_word": false,
|
| 42 |
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"special": true
|
| 43 |
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}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
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"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
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"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
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"unk_token": "<unk>"
|
| 58 |
+
}
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checkpoint-300/trainer_state.json
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oid sha256:94c541eb6ef896f3e760a51d1437355e15c9e0b1b5365bcda1fa18a405d0bb55
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| 3 |
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size 1383
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checkpoint-400/scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:a7eda7ec867288da79c71f9fc41a7c2af734e71bb221a093021bd48a0eb65b1f
|
| 3 |
+
size 1977
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checkpoint-400/special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
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| 1 |
+
{
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| 2 |
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"bos_token": {
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| 3 |
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"content": "<s>",
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| 4 |
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"lstrip": false,
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| 5 |
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"normalized": true,
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| 6 |
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| 7 |
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"single_word": false
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| 8 |
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},
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| 9 |
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"cls_token": {
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| 10 |
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"content": "<s>",
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| 11 |
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| 12 |
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"normalized": true,
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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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"content": "</s>",
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| 18 |
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"lstrip": false,
|
| 19 |
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"normalized": true,
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| 20 |
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| 21 |
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"single_word": false
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| 22 |
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| 23 |
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"mask_token": {
|
| 24 |
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| 25 |
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| 26 |
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"normalized": true,
|
| 27 |
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|
| 28 |
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"single_word": false
|
| 29 |
+
},
|
| 30 |
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"pad_token": {
|
| 31 |
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"content": "<pad>",
|
| 32 |
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"lstrip": false,
|
| 33 |
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"normalized": true,
|
| 34 |
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"rstrip": false,
|
| 35 |
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"single_word": false
|
| 36 |
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},
|
| 37 |
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"sep_token": {
|
| 38 |
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"content": "</s>",
|
| 39 |
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"lstrip": false,
|
| 40 |
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"normalized": true,
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| 41 |
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|
| 42 |
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| 43 |
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| 44 |
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"unk_token": {
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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|
| 50 |
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}
|
| 51 |
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}
|
checkpoint-400/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-400/tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
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| 1 |
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{
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| 2 |
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| 3 |
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"added_tokens_decoder": {
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| 4 |
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"0": {
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| 5 |
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| 6 |
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| 7 |
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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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"1": {
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| 13 |
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|
| 14 |
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|
| 15 |
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"normalized": true,
|
| 16 |
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|
| 17 |
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"single_word": false,
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| 18 |
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"special": true
|
| 19 |
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},
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| 20 |
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"2": {
|
| 21 |
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|
| 22 |
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|
| 23 |
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"normalized": true,
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| 24 |
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"rstrip": false,
|
| 25 |
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|
| 26 |
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"special": true
|
| 27 |
+
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|
| 28 |
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"3": {
|
| 29 |
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|
| 30 |
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|
| 31 |
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| 32 |
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"rstrip": false,
|
| 33 |
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"single_word": false,
|
| 34 |
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"special": true
|
| 35 |
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},
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| 36 |
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"4": {
|
| 37 |
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|
| 38 |
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|
| 39 |
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"normalized": true,
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| 40 |
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"rstrip": false,
|
| 41 |
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"single_word": false,
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| 42 |
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"special": true
|
| 43 |
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}
|
| 44 |
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| 45 |
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"bos_token": "<s>",
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| 46 |
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| 47 |
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"cls_token": "<s>",
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 56 |
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| 57 |
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|
| 58 |
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checkpoint-400/trainer_state.json
ADDED
|
@@ -0,0 +1,375 @@
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