Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +50 -0
- config.json +43 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +3 -0
- tokenizer_config.json +66 -0
- vocab.json +0 -0
.gitattributes
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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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*.bin.* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz 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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language:
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- en
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widget:
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- text: "I love AutoTrain"
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datasets:
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- Mantas/autotrain-data-financial-sentiment-analysis
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co2_eq_emissions:
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emissions: 0.48679833519101634
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---
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# Model Trained Using AutoTrain
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- Problem type: Binary Classification
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- Model ID: 61633134830
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- CO2 Emissions (in grams): 0.4868
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## Validation Metrics
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- Loss: 0.115
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- Accuracy: 0.959
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- Precision: 0.960
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- Recall: 0.957
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- AUC: 0.992
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- F1: 0.958
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## Usage
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You can use cURL to access this model:
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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 AutoTrain"}' https://api-inference.huggingface.co/models/Mantas/autotrain-financial-sentiment-analysis-61633134830
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```
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Or Python API:
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```
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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model = AutoModelForSequenceClassification.from_pretrained("Mantas/autotrain-financial-sentiment-analysis-61633134830", use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained("Mantas/autotrain-financial-sentiment-analysis-61633134830", use_auth_token=True)
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inputs = tokenizer("I love AutoTrain", return_tensors="pt")
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outputs = model(**inputs)
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```
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config.json
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{
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"_name_or_path": "AutoTrain",
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"_num_labels": 2,
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"architectures": [
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"DebertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "negative",
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"1": "positive"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"negative": 0,
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"positive": 1
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},
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"layer_norm_eps": 1e-07,
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"max_length": 64,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"padding": "max_length",
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 768,
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"pos_att_type": [
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"c2p",
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"p2c"
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],
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"position_biased_input": false,
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"relative_attention": true,
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"torch_dtype": "float32",
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"transformers_version": "4.29.2",
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"type_vocab_size": 0,
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"vocab_size": 50265
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:4fafe68b3a32db755ce5b8dda2fc842cede7a8c7c1b18ac8c3ed3e2c5034a226
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size 556803760
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:48a740000bff076209067000100a31e4917078469cacbaef3bd324707ddc98a2
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size 556848625
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special_tokens_map.json
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{
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"cls_token": {
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"sep_token": {
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"single_word": false
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd99ab3440677b009aa0ae0815907e3f484816fe809c18ac165ae039aa6bb151
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size 2109874
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tokenizer_config.json
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{
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},
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},
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},
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"single_word": false
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},
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"vocab_type": "gpt2"
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}
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vocab.json
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