GeRaCl-USER2-base / config.json
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{
"architectures": [
"ZeroShotClassifierHF"
],
"device": "cuda",
"embedder_config": {
"_attn_implementation_autoset": false,
"_name_or_path": "deepvk/USER2-base",
"activation_function": "gelu",
"add_cross_attention": false,
"allow_embedding_resizing": true,
"architectures": [
"ModernBertModel"
],
"attention_bias": false,
"attention_dropout": 0.0,
"attention_layer": "rope",
"attention_probs_dropout_prob": 0.0,
"attn_out_bias": false,
"attn_out_dropout_prob": 0.1,
"attn_qkv_bias": false,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bert_layer": "prenorm",
"bos_token_id": 50281,
"chunk_size_feed_forward": 0,
"classifier_activation": "gelu",
"classifier_bias": false,
"classifier_dropout": 0.0,
"classifier_pooling": "cls",
"cls_token_id": 50281,
"compile_model": true,
"cross_attention_hidden_size": null,
"decoder_bias": true,
"decoder_start_token_id": null,
"deterministic_flash_attn": false,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"embed_dropout_prob": 0.0,
"embed_norm": true,
"embedding_dropout": 0.0,
"embedding_layer": "sans_pos",
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 50282,
"exponential_decay_length_penalty": null,
"final_norm": true,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"global_attn_every_n_layers": 3,
"global_rope_theta": 160000.0,
"head_pred_act": "gelu",
"hidden_act": "gelu",
"hidden_activation": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 768,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"init_method": "full_megatron",
"initializer_cutoff_factor": 2.0,
"initializer_range": 0.02,
"intermediate_size": 1152,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-05,
"length_penalty": 1.0,
"local_attention": 128,
"local_attn_rotary_emb_base": 10000.0,
"local_rope_theta": 10000.0,
"loss_function": "fa_cross_entropy",
"loss_kwargs": {
"reduction": "mean"
},
"masked_prediction": true,
"max_length": 20,
"max_position_embeddings": 8192,
"min_length": 0,
"mlp_bias": false,
"mlp_dropout": 0.0,
"mlp_dropout_prob": 0.0,
"mlp_in_bias": false,
"mlp_layer": "glu",
"mlp_out_bias": false,
"model_type": "modernbert",
"no_repeat_ngram_size": 0,
"norm_bias": false,
"norm_eps": 1e-05,
"norm_kwargs": {
"bias": false,
"eps": 1e-05
},
"normalization": "layernorm",
"num_attention_heads": 12,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 22,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": 50283,
"padding": "unpadded",
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"reference_compile": null,
"remove_invalid_values": false,
"repad_logits_with_grad": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"rotary_emb_base": 160000.0,
"rotary_emb_dim": null,
"rotary_emb_interleaved": false,
"rotary_emb_scale_base": null,
"sep_token_id": 50282,
"skip_first_prenorm": true,
"sliding_window": 128,
"sparse_pred_ignore_index": -100,
"sparse_prediction": false,
"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": "float32",
"torchscript": false,
"typical_p": 1.0,
"unpad_embeddings": true,
"use_bfloat16": false,
"vocab_size": 50370
},
"embedder_name": "deepvk/USER2-base",
"ffn_classes_dropout": 0.4,
"ffn_dim": 2048,
"ffn_text_dropout": 0.4,
"hidden_size": 768,
"loss_args": {
"loss_type": "bce"
},
"model_type": "GeRaCl",
"pooling_type": "mean",
"tokenizer_len": 50370,
"torch_dtype": "float32",
"transformers_version": "4.48.2"
}