Heavy2Light / config.json
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{
"adapters": {
"adapters": {
"heavy2light_adapter": "dcb52aee526a3537"
},
"config_map": {
"dcb52aee526a3537": {
"adapter_residual_before_ln": false,
"cross_adapter": false,
"dropout": 0.0,
"factorized_phm_W": true,
"factorized_phm_rule": false,
"hypercomplex_nonlinearity": "glorot-uniform",
"init_weights": "bert",
"inv_adapter": null,
"inv_adapter_reduction_factor": null,
"is_parallel": false,
"learn_phm": true,
"leave_out": [],
"ln_after": false,
"ln_before": false,
"mh_adapter": true,
"non_linearity": "relu",
"original_ln_after": true,
"original_ln_before": false,
"output_adapter": true,
"phm_bias": true,
"phm_c_init": "normal",
"phm_dim": 4,
"phm_init_range": 0.0001,
"phm_layer": false,
"phm_rank": 1,
"reduction_factor": 16,
"residual_before_ln": true,
"scaling": 1.0,
"shared_W_phm": false,
"shared_phm_rule": true,
"use_gating": false
}
},
"fusion_config_map": {},
"fusions": {}
},
"add_cross_attention": true,
"architectures": [
"EncoderDecoderModelWithAdapters"
],
"bos_token_id": 2,
"decoder": {
"_name_or_path": "/ibmm_data2/oas_database/paired_lea_tmp/light_model/gpt_model_light_unpaired/src/gpt_light_model_unpaired/model_outputs/full_new_tokenizer_gpt2_light_seqs_unp_lr_5e-4_wd_0.1_bs_32_epochs_500_/checkpoint-6058816",
"activation_function": "gelu_new",
"add_cross_attention": true,
"architectures": [
"GPT2LMHeadModel"
],
"attn_pdrop": 0.1,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 0,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"embd_pdrop": 0.1,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 0,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_range": 0.02,
"is_decoder": true,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_epsilon": 1e-05,
"length_penalty": 1.0,
"max_length": 20,
"min_length": 0,
"model_type": "gpt2",
"n_ctx": 1024,
"n_embd": 768,
"n_head": 12,
"n_inner": null,
"n_layer": 12,
"n_positions": 1024,
"no_repeat_ngram_size": 0,
"num_beam_groups": 1,
"num_beams": 1,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": 1,
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"remove_invalid_values": false,
"reorder_and_upcast_attn": false,
"repetition_penalty": 1.0,
"resid_pdrop": 0.1,
"return_dict": true,
"return_dict_in_generate": false,
"scale_attn_by_inverse_layer_idx": false,
"scale_attn_weights": true,
"sep_token_id": null,
"summary_activation": null,
"summary_first_dropout": 0.1,
"summary_proj_to_labels": true,
"summary_type": "cls_index",
"summary_use_proj": true,
"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,
"unk_token_id": 2,
"use_bfloat16": false,
"use_cache": true,
"vocab_size": 25
},
"decoder_start_token_id": 2,
"encoder": {
"_name_or_path": "/ibmm_data2/oas_database/paired_lea_tmp/heavy_model/src/redo_ch/FULL_config_4_smaller_model_run_lr5e-5_500epochs_max_seq_length_512/checkpoint-117674391",
"add_cross_attention": false,
"architectures": [
"RobertaForMaskedLM"
],
"attention_probs_dropout_prob": 0.1,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 0,
"chunk_size_feed_forward": 0,
"classifier_dropout": null,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 2,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 512,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_range": 0.02,
"intermediate_size": 2048,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-05,
"length_penalty": 1.0,
"max_length": 512,
"max_position_embeddings": 514,
"max_seq_length": 512,
"min_length": 0,
"model_type": "roberta",
"no_repeat_ngram_size": 0,
"num_attention_heads": 4,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 4,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": 1,
"position_embedding_type": "absolute",
"prefix": null,
"problem_type": null,
"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": "float32",
"torchscript": false,
"type_vocab_size": 1,
"typical_p": 1.0,
"use_bfloat16": false,
"use_cache": true,
"vocab_size": 25
},
"eos_token_id": 3,
"is_encoder_decoder": true,
"mask_token": null,
"model_type": "encoder-decoder",
"pad_token_id": 0,
"torch_dtype": "float32",
"transformers_version": "4.40.2"
}