Text Classification
Transformers
PyTorch
toxic_comment_xlmr
feature-extraction
toxicity
content-moderation
multilingual
multi-label
xlm-roberta
custom_code
Eval Results (legacy)
Instructions to use Deeptanshuu/mill-screen with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Deeptanshuu/mill-screen with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Deeptanshuu/mill-screen", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Deeptanshuu/mill-screen", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from Deeptanshuu/mill-screen: direct link, hf CLI and curl.
- Browser
- Download file 2.8 kB
-
https://huggingface.co/Deeptanshuu/mill-screen/resolve/main/config.json
- Command line
-
hf download hf://Deeptanshuu/mill-screen/config.json
-
curl -L -o config.json https://huggingface.co/Deeptanshuu/mill-screen/resolve/main/config.json
2.8 kB
| { | |
| "add_cross_attention": false, | |
| "architectures": [ | |
| "ToxicCommentModel" | |
| ], | |
| "auto_map": { | |
| "AutoConfig": "modeling_toxic_xlmr.ToxicCommentConfig", | |
| "AutoModel": "modeling_toxic_xlmr.ToxicCommentModel", | |
| "AutoModelForSequenceClassification": "modeling_toxic_xlmr.ToxicCommentModel" | |
| }, | |
| "bad_words_ids": null, | |
| "begin_suppress_tokens": null, | |
| "bos_token_id": null, | |
| "chunk_size_feed_forward": 0, | |
| "cross_attention_hidden_size": null, | |
| "decoder_start_token_id": null, | |
| "disable_lang_conditioning": false, | |
| "diversity_penalty": 0.0, | |
| "do_sample": false, | |
| "dropout": 0.0, | |
| "early_stopping": false, | |
| "encoder": { | |
| "attention_probs_dropout_prob": 0.1, | |
| "bos_token_id": 0, | |
| "eos_token_id": 2, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 1024, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4096, | |
| "layer_norm_eps": 1e-05, | |
| "max_position_embeddings": 514, | |
| "model_type": "xlm-roberta", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 24, | |
| "pad_token_id": 1, | |
| "position_embedding_type": "absolute", | |
| "type_vocab_size": 1, | |
| "use_cache": true, | |
| "vocab_size": 250002 | |
| }, | |
| "encoder_no_repeat_ngram_size": 0, | |
| "eos_token_id": null, | |
| "exponential_decay_length_penalty": null, | |
| "finetuning_task": null, | |
| "forced_bos_token_id": null, | |
| "forced_eos_token_id": null, | |
| "hidden_size": 1024, | |
| "id2label": { | |
| "0": "toxic", | |
| "1": "severe_toxic", | |
| "2": "obscene", | |
| "3": "threat", | |
| "4": "insult", | |
| "5": "identity_hate" | |
| }, | |
| "is_decoder": false, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "identity_hate": 5, | |
| "insult": 4, | |
| "obscene": 2, | |
| "severe_toxic": 1, | |
| "threat": 3, | |
| "toxic": 0 | |
| }, | |
| "languages": { | |
| "en": 0, | |
| "es": 3, | |
| "fr": 4, | |
| "it": 5, | |
| "pt": 6, | |
| "ru": 1, | |
| "tr": 2 | |
| }, | |
| "length_penalty": 1.0, | |
| "max_length": 20, | |
| "max_seq_length": 512, | |
| "min_length": 0, | |
| "model_type": "toxic_comment_xlmr", | |
| "no_repeat_ngram_size": 0, | |
| "num_attention_heads": 16, | |
| "num_beam_groups": 1, | |
| "num_beams": 1, | |
| "num_return_sequences": 1, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "output_scores": false, | |
| "pad_token_id": null, | |
| "prefix": null, | |
| "problem_type": "multi_label_classification", | |
| "pruned_heads": {}, | |
| "remove_invalid_values": false, | |
| "repetition_penalty": 1.0, | |
| "return_dict": true, | |
| "return_dict_in_generate": false, | |
| "sep_token_id": null, | |
| "suppress_tokens": null, | |
| "task_specific_params": null, | |
| "temperature": 1.0, | |
| "tf_legacy_loss": false, | |
| "tie_encoder_decoder": false, | |
| "tie_word_embeddings": true, | |
| "tokenizer_class": null, | |
| "top_k": 50, | |
| "top_p": 1.0, | |
| "torch_dtype": null, | |
| "torchscript": false, | |
| "transformers_version": "4.48.2", | |
| "typical_p": 1.0, | |
| "use_bfloat16": false | |
| } | |