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roberta_toxicity_classifier_onnx

Text Classification
Transformers
ONNX
English
roberta
toxicity
Inference Endpoints
Model card Files Community
harsh-deepchecks commited on
Commit
96e0673
•
1 Parent(s): 4251815

Uploading the ONNX Optimized Model (GPU)

Browse files
Files changed (8) hide show
  1. config.json +37 -0
  2. merges.txt +0 -0
  3. model_optimized.onnx +3 -0
  4. ort_config.json +38 -0
  5. special_tokens_map.json +15 -0
  6. tokenizer.json +0 -0
  7. tokenizer_config.json +64 -0
  8. vocab.json +0 -0
config.json ADDED
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+ {
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+ "_name_or_path": "SkolkovoInstitute/roberta_toxicity_classifier",
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+ "architectures": [
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+ "RobertaForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "bos_token_id": 0,
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+ "classifier_dropout": null,
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+ "eos_token_id": 2,
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+ "gradient_checkpointing": false,
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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": "neutral",
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+ "1": "toxic"
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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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+ "neutral": 0,
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+ "toxic": 1
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "max_position_embeddings": 514,
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+ "model_type": "roberta",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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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": "4.33.3",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 50265
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+ }
merges.txt ADDED
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model_optimized.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:bf78dc86addc6be09ace75ce95b846da7424f990f74fa450445c9ddb258e546d
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+ size 259972633
ort_config.json ADDED
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+ {
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+ "one_external_file": true,
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+ "opset": null,
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+ "optimization": {
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+ "disable_attention": null,
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+ "disable_attention_fusion": false,
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+ "disable_bias_gelu": null,
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+ "disable_bias_gelu_fusion": false,
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+ "disable_bias_skip_layer_norm": null,
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+ "disable_bias_skip_layer_norm_fusion": false,
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+ "disable_embed_layer_norm": true,
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+ "disable_embed_layer_norm_fusion": true,
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+ "disable_gelu": null,
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+ "disable_gelu_fusion": false,
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+ "disable_group_norm_fusion": true,
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+ "disable_layer_norm": null,
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+ "disable_layer_norm_fusion": false,
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+ "disable_packed_kv": true,
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+ "disable_shape_inference": false,
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+ "disable_skip_layer_norm": null,
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+ "disable_skip_layer_norm_fusion": false,
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+ "enable_gelu_approximation": true,
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+ "enable_gemm_fast_gelu_fusion": false,
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+ "enable_transformers_specific_optimizations": true,
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+ "fp16": true,
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+ "no_attention_mask": false,
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+ "optimization_level": 2,
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+ "optimize_for_gpu": true,
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+ "optimize_with_onnxruntime_only": null,
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+ "use_mask_index": false,
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+ "use_multi_head_attention": false,
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+ "use_raw_attention_mask": false
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+ },
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+ "optimum_version": "1.13.2",
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+ "quantization": {},
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+ "transformers_version": "4.33.3",
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+ "use_external_data_format": false
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+ }
special_tokens_map.json ADDED
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+ {
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+ "bos_token": "<s>",
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+ "cls_token": "<s>",
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+ "eos_token": "</s>",
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+ "mask_token": {
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+ "content": "<mask>",
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+ "lstrip": true,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "pad_token": "<pad>",
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+ "sep_token": "</s>",
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+ "unk_token": "<unk>"
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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "add_prefix_space": false,
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+ "bos_token": {
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+ "__type": "AddedToken",
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "clean_up_tokenization_spaces": true,
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+ "cls_token": {
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+ "__type": "AddedToken",
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "eos_token": {
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+ "__type": "AddedToken",
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "errors": "replace",
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+ "mask_token": {
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+ "__type": "AddedToken",
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+ "content": "<mask>",
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+ "lstrip": true,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "model_max_length": 512,
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+ "pad_token": {
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+ "__type": "AddedToken",
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+ "content": "<pad>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "sep_token": {
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+ "__type": "AddedToken",
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "tokenizer_class": "RobertaTokenizer",
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+ "trim_offsets": true,
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+ "unk_token": {
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+ "__type": "AddedToken",
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+ "content": "<unk>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
vocab.json ADDED
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