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-500/config.json +29 -0
- checkpoint-500/merges.txt +0 -0
- checkpoint-500/model.safetensors +3 -0
- checkpoint-500/optimizer.pt +3 -0
- checkpoint-500/rng_state.pth +3 -0
- checkpoint-500/scheduler.pt +3 -0
- checkpoint-500/special_tokens_map.json +51 -0
- checkpoint-500/tokenizer.json +0 -0
- checkpoint-500/tokenizer_config.json +58 -0
- checkpoint-500/trainer_state.json +406 -0
- checkpoint-500/training_args.bin +3 -0
- checkpoint-500/vocab.json +0 -0
checkpoint-500/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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"eos_token_id": 2,
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| 10 |
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"gradient_checkpointing": false,
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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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| 18 |
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"model_type": "roberta",
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"num_attention_heads": 12,
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| 20 |
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"num_hidden_layers": 12,
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| 21 |
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"output_past": true,
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| 22 |
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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-500/merges.txt
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checkpoint-500/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d4ef92bc96bd8e16e5672edc0626f0d2844af2b2f0171a6e52ec38d93964fa9f
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size 503749208
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checkpoint-500/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:47d4ef5b08e045fc8d0e273d93a6504ca621663aabe70342e6b7477337a51dea
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size 1007621899
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checkpoint-500/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1319a6a84eb040363f0531831368126a08d22a17798adaa3582049afe5059f05
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size 14645
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checkpoint-500/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:36fc1bf4cec216a4c63e97e36749c2b39b07e1b61c9e31043ed26f2355ccb8a3
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size 1977
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checkpoint-500/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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| 45 |
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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-500/tokenizer.json
ADDED
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checkpoint-500/tokenizer_config.json
ADDED
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@@ -0,0 +1,58 @@
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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| 4 |
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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| 8 |
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"rstrip": false,
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"single_word": false,
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"special": true
|
| 11 |
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},
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"1": {
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"content": "<pad>",
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| 14 |
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"lstrip": false,
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| 15 |
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"normalized": true,
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| 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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},
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| 20 |
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"2": {
|
| 21 |
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"content": "</s>",
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| 22 |
+
"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 |
+
},
|
| 28 |
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"3": {
|
| 29 |
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"content": "<unk>",
|
| 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 |
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"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 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"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 |
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"trim_offsets": true,
|
| 57 |
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"unk_token": "<unk>"
|
| 58 |
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}
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checkpoint-500/trainer_state.json
ADDED
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@@ -0,0 +1,406 @@
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checkpoint-500/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:e47ae34a1d4d2519557fa72058151dfc9e94761396fa45ac68af2b6afed4e551
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| 3 |
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size 5777
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checkpoint-500/vocab.json
ADDED
|
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|
|
|