Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +36 -0
- checkpoint-803/config.json +42 -0
- checkpoint-803/model.safetensors +3 -0
- checkpoint-803/optimizer.pt +3 -0
- checkpoint-803/rng_state.pth +3 -0
- checkpoint-803/scheduler.pt +3 -0
- checkpoint-803/trainer_state.json +0 -0
- checkpoint-803/training_args.bin +3 -0
- config.json +42 -0
- model.safetensors +3 -0
- runs/Dec16_02-21-48_r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7/events.out.tfevents.1734315710.r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7.124.0 +2 -2
- runs/Dec16_02-21-48_r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7/events.out.tfevents.1734322417.r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7.124.1 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +3 -0
- tokenizer_config.json +61 -0
- training_args.bin +3 -0
- training_params.json +30 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- autotrain
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- text-classification
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base_model: Snowflake/snowflake-arctic-embed-l-v2.0
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widget:
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- text: "I love AutoTrain"
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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: 0.244761124253273
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f1_macro: 0.9768339768339769
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f1_micro: 0.9760765550239234
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f1_weighted: 0.9760457655194498
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precision_macro: 0.978448275862069
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precision_micro: 0.9760765550239234
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precision_weighted: 0.978138920970137
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recall_macro: 0.9772727272727273
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recall_micro: 0.9760765550239234
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recall_weighted: 0.9760765550239234
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accuracy: 0.9760765550239234
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checkpoint-803/config.json
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{
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"_name_or_path": "Snowflake/snowflake-arctic-embed-l-v2.0",
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"_num_labels": 4,
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"architectures": [
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"XLMRobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "coding",
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"1": "question_answering",
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"2": "searching_for_information",
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"3": "summarization"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"coding": 0,
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 8194,
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"model_type": "xlm-roberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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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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"torch_dtype": "float32",
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"transformers_version": "4.46.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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checkpoint-803/model.safetensors
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checkpoint-803/optimizer.pt
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checkpoint-803/rng_state.pth
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checkpoint-803/scheduler.pt
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checkpoint-803/trainer_state.json
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checkpoint-803/training_args.bin
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config.json
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{
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"_name_or_path": "Snowflake/snowflake-arctic-embed-l-v2.0",
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"_num_labels": 4,
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model.safetensors
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runs/Dec16_02-21-48_r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7/events.out.tfevents.1734315710.r-claudiomello-bookclassifier-od72w12h-ae4df-qtkw7.124.0
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special_tokens_map.json
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tokenizer.json
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tokenizer_config.json
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:09cad0fb1148af34ae47c649e5647cdb30f4a05d13dcfff4be36f777a3d8ac6b
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size 5368
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training_params.json
ADDED
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{
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"data_path": "Classifier-Intent-snowflake/autotrain-data",
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"model": "Snowflake/snowflake-arctic-embed-l-v2.0",
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"lr": 5e-05,
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"epochs": 20,
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"max_seq_length": 8192,
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"batch_size": 8,
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"warmup_ratio": 0.1,
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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"scheduler": "linear",
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"weight_decay": 0.0,
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"max_grad_norm": 1.0,
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"seed": 42,
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"train_split": "train",
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"valid_split": "validation",
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"text_column": "autotrain_text",
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"target_column": "autotrain_label",
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"logging_steps": 1,
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"project_name": "Classifier-Intent-snowflake",
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"auto_find_batch_size": true,
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"mixed_precision": "fp16",
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"save_total_limit": 1,
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"push_to_hub": true,
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"eval_strategy": "epoch",
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"username": "claudiomello",
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"log": "tensorboard",
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"early_stopping_patience": 5,
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"early_stopping_threshold": 0.01
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}
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