upload graphcodebert robust, best f1 score at 0.54 at robust checkpoint 200
Browse files- graphcodebert-robust/checkpoint-1200/config.json +28 -0
- graphcodebert-robust/checkpoint-1200/merges.txt +0 -0
- graphcodebert-robust/checkpoint-1200/model.safetensors +3 -0
- graphcodebert-robust/checkpoint-1200/optimizer.pt +3 -0
- graphcodebert-robust/checkpoint-1200/rng_state.pth +3 -0
- graphcodebert-robust/checkpoint-1200/scaler.pt +3 -0
- graphcodebert-robust/checkpoint-1200/scheduler.pt +3 -0
- graphcodebert-robust/checkpoint-1200/special_tokens_map.json +51 -0
- graphcodebert-robust/checkpoint-1200/tokenizer.json +0 -0
- graphcodebert-robust/checkpoint-1200/tokenizer_config.json +58 -0
- graphcodebert-robust/checkpoint-1200/trainer_state.json +893 -0
- graphcodebert-robust/checkpoint-1200/training_args.bin +3 -0
- graphcodebert-robust/checkpoint-1200/vocab.json +0 -0
- graphcodebert-robust/checkpoint-1400/config.json +28 -0
- graphcodebert-robust/checkpoint-1400/merges.txt +0 -0
- graphcodebert-robust/checkpoint-1400/model.safetensors +3 -0
- graphcodebert-robust/checkpoint-1400/optimizer.pt +3 -0
- graphcodebert-robust/checkpoint-1400/rng_state.pth +3 -0
- graphcodebert-robust/checkpoint-1400/scaler.pt +3 -0
- graphcodebert-robust/checkpoint-1400/scheduler.pt +3 -0
- graphcodebert-robust/checkpoint-1400/special_tokens_map.json +51 -0
- graphcodebert-robust/checkpoint-1400/tokenizer.json +0 -0
- graphcodebert-robust/checkpoint-1400/tokenizer_config.json +58 -0
- graphcodebert-robust/checkpoint-1400/trainer_state.json +1033 -0
- graphcodebert-robust/checkpoint-1400/training_args.bin +3 -0
- graphcodebert-robust/checkpoint-1400/vocab.json +0 -0
- graphcodebert-robust/checkpoint-1600/config.json +28 -0
- graphcodebert-robust/checkpoint-1600/merges.txt +0 -0
- graphcodebert-robust/checkpoint-1600/model.safetensors +3 -0
- graphcodebert-robust/checkpoint-1600/optimizer.pt +3 -0
- graphcodebert-robust/checkpoint-1600/rng_state.pth +3 -0
- graphcodebert-robust/checkpoint-1600/scaler.pt +3 -0
- graphcodebert-robust/checkpoint-1600/scheduler.pt +3 -0
- graphcodebert-robust/checkpoint-1600/special_tokens_map.json +51 -0
- graphcodebert-robust/checkpoint-1600/tokenizer.json +0 -0
- graphcodebert-robust/checkpoint-1600/tokenizer_config.json +58 -0
- graphcodebert-robust/checkpoint-1600/trainer_state.json +1173 -0
- graphcodebert-robust/checkpoint-1600/training_args.bin +3 -0
- graphcodebert-robust/checkpoint-1600/vocab.json +0 -0
- graphcodebert-robust/training.log +16 -16
graphcodebert-robust/checkpoint-1200/config.json
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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": 0.2,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"dtype": "float32",
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.2,
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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": 514,
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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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"transformers_version": "4.56.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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graphcodebert-robust/checkpoint-1200/merges.txt
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graphcodebert-robust/checkpoint-1200/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 498612824
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graphcodebert-robust/checkpoint-1200/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 4741923
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graphcodebert-robust/checkpoint-1200/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:eaceda99e22a38324dd266a50443dbbb28981fc56530dd89c4d3d8da659af728
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size 14581
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graphcodebert-robust/checkpoint-1200/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:124625e167eb28acbfc793cfcb3e8a08b32e7fea06501462bc9e420a5e1beb2a
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size 1383
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graphcodebert-robust/checkpoint-1200/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:53459cc6ac514715c0a6bf016b14c38de84d51f78f8ffc1c0014ef91bdc5bf30
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size 1465
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graphcodebert-robust/checkpoint-1200/special_tokens_map.json
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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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graphcodebert-robust/checkpoint-1200/tokenizer.json
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graphcodebert-robust/checkpoint-1200/tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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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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"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": "<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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"special": true
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},
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"2": {
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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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"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": true,
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| 32 |
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"rstrip": false,
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| 33 |
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"single_word": false,
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| 34 |
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"special": true
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| 35 |
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},
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| 36 |
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"50264": {
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| 37 |
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"content": "<mask>",
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| 38 |
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"lstrip": true,
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| 39 |
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"normalized": true,
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| 40 |
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"rstrip": false,
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| 41 |
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"single_word": false,
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| 42 |
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"special": true
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| 43 |
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}
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| 44 |
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},
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| 45 |
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"bos_token": "<s>",
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| 46 |
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"clean_up_tokenization_spaces": false,
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| 47 |
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"cls_token": "<s>",
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| 48 |
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"eos_token": "</s>",
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| 49 |
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"errors": "replace",
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| 50 |
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"extra_special_tokens": {},
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| 51 |
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"mask_token": "<mask>",
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| 52 |
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"model_max_length": 512,
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| 53 |
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"pad_token": "<pad>",
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| 54 |
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"sep_token": "</s>",
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| 55 |
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"tokenizer_class": "RobertaTokenizer",
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| 56 |
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"trim_offsets": true,
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| 57 |
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"unk_token": "<unk>"
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| 58 |
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}
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graphcodebert-robust/checkpoint-1200/trainer_state.json
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graphcodebert-robust/checkpoint-1200/vocab.json
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graphcodebert-robust/checkpoint-1400/config.json
ADDED
|
@@ -0,0 +1,28 @@
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| 1 |
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graphcodebert-robust/checkpoint-1400/merges.txt
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graphcodebert-robust/checkpoint-1400/model.safetensors
ADDED
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graphcodebert-robust/checkpoint-1400/optimizer.pt
ADDED
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ADDED
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graphcodebert-robust/checkpoint-1400/scaler.pt
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graphcodebert-robust/checkpoint-1400/scheduler.pt
ADDED
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graphcodebert-robust/checkpoint-1400/special_tokens_map.json
ADDED
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@@ -0,0 +1,51 @@
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| 27 |
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|
| 28 |
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|
| 29 |
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| 30 |
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|
| 31 |
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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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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 50 |
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graphcodebert-robust/checkpoint-1400/tokenizer.json
ADDED
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The diff for this file is too large to render.
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graphcodebert-robust/checkpoint-1400/tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
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| 19 |
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| 35 |
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| 37 |
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|
| 38 |
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| 40 |
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| 43 |
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| 44 |
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|
| 58 |
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graphcodebert-robust/checkpoint-1400/trainer_state.json
ADDED
|
@@ -0,0 +1,1033 @@
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| 36 |
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"50264": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": true,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"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": 512,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
+
"unk_token": "<unk>"
|
| 58 |
+
}
|
graphcodebert-robust/checkpoint-1600/trainer_state.json
ADDED
|
@@ -0,0 +1,1173 @@
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graphcodebert-robust/checkpoint-1600/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5841
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graphcodebert-robust/checkpoint-1600/vocab.json
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graphcodebert-robust/training.log
CHANGED
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RobertaForSequenceClassification(
|
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(roberta): RobertaModel(
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(embeddings): RobertaEmbeddings(
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@@ -49,12 +49,12 @@ RobertaForSequenceClassification(
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(out_proj): Linear(in_features=768, out_features=2, bias=True)
|
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2026-04-16 10:18:35,455 - INFO - train_pipeline - Logging to ./output_checkpoints/graphcodebert-robust/training.log
|
| 2 |
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2026-04-16 10:18:35,457 - INFO - train_pipeline - Training config: TrainConfig(model_name='microsoft/graphcodebert-base', output_dir='./output_checkpoints/graphcodebert-robust', num_epochs=5, batch_size=32, learning_rate=2e-05, max_length=512, num_labels=2, use_wandb=True, freeze_base=True, loss_type='r-drop', focal_alpha=1.0, focal_gamma=2.0, r_drop_alpha=4.0, infonce_temperature=0.07, infonce_weight=0.5, seed=42, resume_from_checkpoint='output_checkpoints/graphcodebert-robust/checkpoint-1000', label_smoothing=0.1, adversarial_epsilon=0.5, use_swa=True, swa_start_epoch=2, swa_lr=1e-05, data_augmentation=True, aug_rename_prob=0.3, aug_format_prob=0.3, device=device(type='cuda'))
|
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2026-04-16 10:18:35,458 - INFO - train_pipeline - Loading model & tokenizer for 'microsoft/graphcodebert-base'
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2026-04-16 10:18:36,698 - INFO - train_pipeline - Model placed on cuda
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2026-04-16 10:18:36,701 - INFO - train_pipeline - Base model weights frozen – only classifier head will be trained.
|
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2026-04-16 10:18:36,702 - INFO - train_pipeline - ===== Model Architecture =====
|
| 7 |
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2026-04-16 10:18:36,705 - INFO - train_pipeline -
|
| 8 |
RobertaForSequenceClassification(
|
| 9 |
(roberta): RobertaModel(
|
| 10 |
(embeddings): RobertaEmbeddings(
|
|
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|
| 49 |
(out_proj): Linear(in_features=768, out_features=2, bias=True)
|
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)
|
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)
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2026-04-16 10:18:36,707 - INFO - train_pipeline - ===== Parameter Summary =====
|
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2026-04-16 10:18:36,709 - INFO - train_pipeline - Total Parameters: 124,647,170
|
| 54 |
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2026-04-16 10:18:36,711 - INFO - train_pipeline - Trainable Parameters: 592,130
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2026-04-16 10:18:36,712 - INFO - train_pipeline - Non-trainable Parameters: 124,055,040
|
| 56 |
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2026-04-16 10:18:36,713 - INFO - train_pipeline - ===== Tokenizer Summary =====
|
| 57 |
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2026-04-16 10:18:36,732 - INFO - train_pipeline - Vocab size: 50265 | Special tokens: ['<s>', '</s>', '<unk>', '<pad>', '<mask>']
|
| 58 |
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2026-04-16 10:18:36,734 - INFO - train_pipeline - ===== End of Architecture Log =====
|
| 59 |
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2026-04-16 10:18:36,735 - INFO - train_pipeline - Data augmentation enabled (rename=0.3, format=0.3)
|
| 60 |
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2026-04-16 10:18:38,005 - INFO - train_pipeline - === Starting training with robust regularisation ===
|