abhishek HF staff commited on
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Commit From AutoNLP

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.gitattributes CHANGED
@@ -15,3 +15,5 @@
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  *.pt filter=lfs diff=lfs merge=lfs -text
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  *.pth filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.pt filter=lfs diff=lfs merge=lfs -text
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  *.pth filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags: autonlp
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+ language: ko
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+ widget:
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+ - text: "I love AutoNLP 🤗"
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+ datasets:
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+ - ybybybybybybyb/autonlp-data-revanalysis
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+ ---
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+
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+ # Model Trained Using AutoNLP
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+
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+ - Problem type: Multi-class Classification
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+ - Model ID: 6711455
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+
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+ ## Validation Metrics
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+
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+ - Loss: 0.8241586089134216
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+ - Accuracy: 0.7835820895522388
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+ - Macro F1: 0.5297383029341792
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+ - Micro F1: 0.783582089552239
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+ - Weighted F1: 0.7130091019920225
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+ - Macro Precision: 0.48787061994609165
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+ - Micro Precision: 0.7835820895522388
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+ - Weighted Precision: 0.6541416904694856
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+ - Macro Recall: 0.5795454545454546
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+ - Micro Recall: 0.7835820895522388
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+ - Weighted Recall: 0.7835820895522388
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+
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+
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+ ## Usage
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+
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+ You can use cURL to access this model:
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+
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+ ```
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+ $ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/models/ybybybybybybyb/autonlp-revanalysis-6711455
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+ ```
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+
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+ Or Python API:
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+
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+ ```
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+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
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+
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+ model = AutoModelForSequenceClassification.from_pretrained("ybybybybybybyb/autonlp-revanalysis-6711455", use_auth_token=True)
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+
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+ tokenizer = AutoTokenizer.from_pretrained("ybybybybybybyb/autonlp-revanalysis-6711455", use_auth_token=True)
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+
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+ inputs = tokenizer("I love AutoNLP", return_tensors="pt")
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+
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+ outputs = model(**inputs)
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+ ```
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+ "_name_or_path": "AutoNLP",
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+ "_num_labels": 3,
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+ "activation_dropout": 0.0,
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+ "architectures": [
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+ "FunnelForSequenceClassification"
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+ ],
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+ "d_head": 64,
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+ "embedding_size": 768,
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+ "hidden_act": "gelu_new",
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+ "layer_norm_eps": 1e-09,
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+ "max_length": 96,
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+ "max_position_embeddings": 512,
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+ "model_type": "funnel",
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+ "n_head": 12,
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+ "num_decoder_layers": 2,
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+ "padding": "max_length",
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+ "pool_q_only": true,
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+ "pooling_type": "mean",
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+ "problem_type": "single_label_classification",
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+ "rel_attn_type": "factorized",
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+ "separate_cls": true,
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+ "transformers_version": "4.8.0",
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+ "truncate_seq": true,
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+ "type_vocab_size": 3,
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+ "vocab_size": 42000
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+ }
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tokenizer.json ADDED
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vocab.txt ADDED
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