Upload folder using huggingface_hub
Browse files- README.md +39 -0
- checkpoint-8398/config.json +79 -0
- checkpoint-8398/model.safetensors +3 -0
- checkpoint-8398/optimizer.pt +3 -0
- checkpoint-8398/rng_state.pth +3 -0
- checkpoint-8398/scheduler.pt +3 -0
- checkpoint-8398/trainer_state.json +2423 -0
- checkpoint-8398/training_args.bin +3 -0
- config.json +79 -0
- model.safetensors +3 -0
- runs/Mar08_21-48-47_umit-MS-7E07/events.out.tfevents.1741459728.umit-MS-7E07.5173.0 +2 -2
- runs/Mar08_21-48-47_umit-MS-7E07/events.out.tfevents.1741463362.umit-MS-7E07.5173.1 +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +945 -0
- training_args.bin +3 -0
- training_params.json +30 -0
README.md
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---
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library_name: transformers
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tags:
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- autotrain
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- text-classification
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base_model: answerdotai/ModernBERT-large
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widget:
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- text: "I love AutoTrain"
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datasets:
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- uisikdag/42news
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 1.0703290700912476
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f1_macro: 0.5315462561949883
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f1_micro: 0.6112102820421278
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f1_weighted: 0.6025346871719214
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precision_macro: 0.6157278778731476
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precision_micro: 0.6112102820421278
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precision_weighted: 0.635344882882464
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recall_macro: 0.5271202118810513
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recall_micro: 0.6112102820421278
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recall_weighted: 0.6112102820421278
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accuracy: 0.6112102820421278
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checkpoint-8398/config.json
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{
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"_name_or_path": "answerdotai/ModernBERT-large",
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"_num_labels": 13,
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| 4 |
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"architectures": [
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| 5 |
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"ModernBertForSequenceClassification"
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| 6 |
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],
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| 7 |
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"attention_bias": false,
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| 8 |
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"attention_dropout": 0.0,
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| 9 |
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"bos_token_id": 50281,
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| 10 |
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"classifier_activation": "gelu",
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| 11 |
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"classifier_bias": false,
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| 12 |
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"classifier_dropout": 0.0,
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| 13 |
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"classifier_pooling": "mean",
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| 14 |
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"cls_token_id": 50281,
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| 15 |
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"decoder_bias": true,
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| 16 |
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"deterministic_flash_attn": false,
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| 17 |
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"embedding_dropout": 0.0,
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| 18 |
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"eos_token_id": 50282,
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| 19 |
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"global_attn_every_n_layers": 3,
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| 20 |
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"global_rope_theta": 160000.0,
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| 21 |
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"gradient_checkpointing": false,
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| 22 |
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"hidden_activation": "gelu",
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| 23 |
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"hidden_size": 1024,
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| 24 |
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"id2label": {
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"0": "dunya",
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"1": "ekonomi",
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"2": "genel",
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"3": "guncel",
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"4": "kultur-sanat",
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"5": "magazin",
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| 31 |
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"6": "planet",
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"7": "saglik",
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"8": "siyaset",
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| 34 |
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"9": "spor",
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| 35 |
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"10": "teknoloji",
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| 36 |
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"11": "turkiye",
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| 37 |
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"12": "yasam"
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| 38 |
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},
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| 39 |
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"initializer_cutoff_factor": 2.0,
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| 40 |
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"initializer_range": 0.02,
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| 41 |
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"intermediate_size": 2624,
|
| 42 |
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"label2id": {
|
| 43 |
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"dunya": 0,
|
| 44 |
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"ekonomi": 1,
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| 45 |
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"genel": 2,
|
| 46 |
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"guncel": 3,
|
| 47 |
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"kultur-sanat": 4,
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| 48 |
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"magazin": 5,
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| 49 |
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"planet": 6,
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| 50 |
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"saglik": 7,
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| 51 |
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"siyaset": 8,
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| 52 |
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"spor": 9,
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| 53 |
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"teknoloji": 10,
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| 54 |
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"turkiye": 11,
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| 55 |
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"yasam": 12
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},
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| 57 |
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"layer_norm_eps": 1e-05,
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| 58 |
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"local_attention": 128,
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| 59 |
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"local_rope_theta": 10000.0,
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| 60 |
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"max_position_embeddings": 8192,
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| 61 |
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"mlp_bias": false,
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| 62 |
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"mlp_dropout": 0.0,
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| 63 |
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"model_type": "modernbert",
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| 64 |
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"norm_bias": false,
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| 65 |
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"norm_eps": 1e-05,
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| 66 |
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"num_attention_heads": 16,
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| 67 |
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"num_hidden_layers": 28,
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| 68 |
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"pad_token_id": 50283,
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| 69 |
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"position_embedding_type": "absolute",
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| 70 |
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"problem_type": "single_label_classification",
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| 71 |
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"reference_compile": true,
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| 72 |
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"repad_logits_with_grad": false,
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| 73 |
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"sep_token_id": 50282,
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| 74 |
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"sparse_pred_ignore_index": -100,
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| 75 |
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"sparse_prediction": false,
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| 76 |
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"torch_dtype": "float32",
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| 77 |
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"transformers_version": "4.48.0",
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| 78 |
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"vocab_size": 50368
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| 79 |
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}
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checkpoint-8398/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b75e3dd58b60ccea590aaa484c65e1584092399c75cb03d73d08cc771b5b9a22
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size 1583396740
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checkpoint-8398/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6df8d41534a9aee8cdb9a1d9c24ff3a8a8fc3bccabce88b77a0a23c1fdf9b975
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size 3166903290
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checkpoint-8398/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f37c40ce327861a7ca13b719d3aa37510a143368b6e74358bdb14becb3899e1e
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size 14244
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checkpoint-8398/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:89d9ae34a0bc30130c48a9abe4b837d614c8c8d2abda68571fb298759f6810c4
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size 1064
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checkpoint-8398/trainer_state.json
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| 24 |
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| 25 |
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| 26 |
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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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"7": "saglik",
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"8": "siyaset",
|
| 34 |
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"9": "spor",
|
| 35 |
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"10": "teknoloji",
|
| 36 |
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"11": "turkiye",
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| 37 |
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"12": "yasam"
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| 38 |
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|
| 46 |
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| 49 |
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| 55 |
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| 56 |
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"problem_type": "single_label_classification",
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|
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|
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model.safetensors
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runs/Mar08_21-48-47_umit-MS-7E07/events.out.tfevents.1741459728.umit-MS-7E07.5173.0
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runs/Mar08_21-48-47_umit-MS-7E07/events.out.tfevents.1741463362.umit-MS-7E07.5173.1
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special_tokens_map.json
ADDED
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@@ -0,0 +1,37 @@
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| 3 |
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|
| 4 |
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| 5 |
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| 10 |
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| 11 |
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| 12 |
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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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| 18 |
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| 19 |
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| 20 |
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| 21 |
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|
| 22 |
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| 23 |
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|
| 24 |
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| 25 |
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|
| 26 |
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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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|
| 37 |
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|
tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,945 @@
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| 1 |
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| 2 |
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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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| 2 |
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oid sha256:81528ef86348f13753ac9c95b4717d84c6154cea233a98a91f71c7af256567a1
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "uisikdag/42news",
|
| 3 |
+
"model": "answerdotai/ModernBERT-large",
|
| 4 |
+
"lr": 5e-05,
|
| 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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|
| 13 |
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|
| 14 |
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"seed": 42,
|
| 15 |
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|
| 16 |
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"valid_split": "test",
|
| 17 |
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"text_column": "text",
|
| 18 |
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"target_column": "label",
|
| 19 |
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"logging_steps": -1,
|
| 20 |
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"project_name": "autotrain-modernBERT-large",
|
| 21 |
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|
| 22 |
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"mixed_precision": "fp16",
|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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"username": "uisikdag",
|
| 27 |
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"log": "tensorboard",
|
| 28 |
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|
| 29 |
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"early_stopping_threshold": 0.01
|
| 30 |
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}
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