Add modernBERT_optuna weights + eval metrics
Browse files
weights/modernBERT_optuna/config.json
ADDED
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@@ -0,0 +1,87 @@
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{
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"architectures": [
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"ModernBertForSequenceClassification"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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| 7 |
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"bos_token_id": 50281,
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| 8 |
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"classifier_activation": "gelu",
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"classifier_bias": false,
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"classifier_dropout": 0.0,
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"classifier_pooling": "mean",
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| 12 |
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"cls_token_id": 50281,
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| 13 |
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"decoder_bias": true,
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"deterministic_flash_attn": false,
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"dtype": "float32",
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"embedding_dropout": 0.0,
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"eos_token_id": 50282,
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| 18 |
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"global_attn_every_n_layers": 3,
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| 19 |
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"gradient_checkpointing": false,
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"hidden_activation": "gelu",
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"hidden_size": 768,
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"id2label": {
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"0": "safe",
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"1": "unsafe"
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},
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"initializer_cutoff_factor": 2.0,
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"initializer_range": 0.02,
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"intermediate_size": 1152,
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"label2id": {
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"safe": 0,
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"unsafe": 1
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},
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"layer_norm_eps": 1e-05,
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"layer_types": [
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention"
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],
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"local_attention": 128,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"mlp_dropout": 0.0,
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"model_type": "modernbert",
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"norm_bias": false,
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"norm_eps": 1e-05,
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"num_attention_heads": 12,
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"num_hidden_layers": 22,
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"pad_token_id": 50283,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"rope_parameters": {
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"full_attention": {
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"rope_theta": 160000.0,
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"rope_type": "default"
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},
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"sliding_attention": {
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"rope_theta": 10000.0,
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"rope_type": "default"
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}
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},
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"sep_token_id": 50282,
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"sparse_pred_ignore_index": -100,
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"sparse_prediction": false,
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"tie_word_embeddings": true,
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"transformers_version": "5.6.2",
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"use_cache": false,
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"vocab_size": 50368
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}
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weights/modernBERT_optuna/eval_plot.png
ADDED
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weights/modernBERT_optuna/metrics.json
ADDED
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@@ -0,0 +1,25 @@
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{
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"name": "modernBERT_optuna",
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"hf_id": "answerdotai/ModernBERT-base",
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"metrics": {
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"f1": 0.9554,
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"f1_macro": 0.9551,
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"accuracy": 0.9554,
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"roc_auc": 0.9912,
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"pr_auc": 0.9928,
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"fpr_pct": 4.96,
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"fnr_pct": 4.04,
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"threshold": 0.5
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},
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"params": {
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"name": "modernBERT_optuna",
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"hf_id": "answerdotai/ModernBERT-base",
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"epochs": 5,
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"lr": 4.559530822577232e-05,
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"batch": 32,
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"weight_decay": 0.03634262654347977,
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"unsafe_weight": 2.2064221280118774,
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"label_smooth": 0.0014871788219294,
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"warmup_ratio": 0.09508472345740192
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}
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}
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weights/modernBERT_optuna/model.safetensors
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 sha256:81f033315df47a094a086fd3029f4ebd19d00ffb93483773f872758eb4c48c2b
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size 598439784
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weights/modernBERT_optuna/tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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weights/modernBERT_optuna/tokenizer_config.json
ADDED
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@@ -0,0 +1,17 @@
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{
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"backend": "tokenizers",
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"is_local": false,
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"local_files_only": false,
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"mask_token": "[MASK]",
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"model_input_names": [
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"input_ids",
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"attention_mask"
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],
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"model_max_length": 8192,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"tokenizer_class": "TokenizersBackend",
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"unk_token": "[UNK]"
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}
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