Upload fine-tuned model, tokenizer, and supporting files for modernbert-imdb-sentiment
Browse files- config.json +53 -0
- config.yaml +13 -0
- pytorch_model.bin +3 -0
config.json
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{
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"architectures": [
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"ModernBertForSentiment"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 50281,
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"classifier_activation": "gelu",
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"classifier_bias": false,
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"classifier_dropout": 0.0,
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"classifier_pooling": "mean",
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"cls_token_id": 50281,
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"decoder_bias": true,
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"deterministic_flash_attn": false,
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"embedding_dropout": 0.0,
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"eos_token_id": 50282,
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"global_attn_every_n_layers": 3,
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"global_rope_theta": 160000.0,
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"gradient_checkpointing": false,
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"hidden_activation": "gelu",
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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_cutoff_factor": 2.0,
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"initializer_range": 0.02,
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"intermediate_size": 1152,
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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-05,
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"local_attention": 128,
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"local_rope_theta": 10000.0,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"mlp_dropout": 0.0,
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"model_type": "modernbert",
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"norm_bias": false,
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"norm_eps": 1e-05,
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"num_attention_heads": 12,
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"num_hidden_layers": 22,
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"pad_token_id": 50283,
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"position_embedding_type": "absolute",
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"repad_logits_with_grad": false,
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"sep_token_id": 50282,
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"sparse_pred_ignore_index": -100,
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"sparse_prediction": false,
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"torch_dtype": "float32",
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"transformers_version": "4.51.3",
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"vocab_size": 50368
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}
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config.yaml
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model:
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name_or_path: "voxmenthe/modernbert-imdb-sentiment"
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tokenizer_name_or_path: "answerdotai/ModernBERT-base"
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max_length: 880 # 256
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dropout: 0.1
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pooling_strategy: "mean" # Current default, change as needed
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num_weighted_layers: 6 # Match original training config
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inference:
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# Default path, can be overridden
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model_path: "voxmenthe/modernbert-imdb-sentiment"
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# Using the same max_length as training for consistency
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max_length: 880 # 256
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4df4e2674170e253063392d4bd819656062aede34efe70fafe650ee033c46044
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size 600842787
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