add model
Browse files- config.json +119 -0
- pytorch_model.bin +3 -0
config.json
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{
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"_name_or_path": "trained_models/t5_qasrl-baseline-10.05.22",
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"append_verb_form": true,
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"d_ff": 2048,
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"d_kv": 64,
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"d_model": 512,
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"debug_mode": false,
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"decoder_start_token_id": 0,
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"description": "optimal qasrl baseline config based on finer sweep1",
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"dir_switch": "qasrl/baseline",
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"do_eval_on": "validation",
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"dropout_rate": 0.1,
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"eos_token_id": 1,
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"eval_steps": 500,
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"evaluation_strategy": "steps",
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"feed_forward_proj": "relu",
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"fp16": true,
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"gradient_accumulation_steps": 8,
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"layer_norm_epsilon": 1e-06,
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"learning_rate": 0.005,
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"load_best_model_at_end": true,
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"logging_steps": 500,
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"logging_strategy": "steps",
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"metric_for_best_model": "eval_loss",
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"model_type": "t5",
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"n_positions": 512,
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"num_beams": 5,
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"num_decoder_layers": 6,
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"num_heads": 8,
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"num_layers": 6,
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"output_past": true,
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"overwrite_output_dir": true,
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"pad_token_id": 0,
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"per_device_eval_batch_size": 12,
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"per_device_train_batch_size": 12,
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"predicate_marker_type": "generic",
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"predict_with_generate": true,
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"preprocess_input_func": "input_predicate_marker",
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"preprocessing_kwargs": {
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"append_verb_form": true,
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"debug_mode": false,
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"description": "optimal qasrl baseline config based on finer sweep1",
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"dir_switch": "qasrl/baseline",
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"do_eval_on": "validation",
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"dropout_rate": 0.1,
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"eval_steps": 500,
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"evaluation_strategy": "steps",
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"fp16": true,
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"gradient_accumulation_steps": 8,
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"learning_rate": 0.005,
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"load_best_model_at_end": true,
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"logging_steps": 500,
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"logging_strategy": "steps",
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"metric_for_best_model": "eval_loss",
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"model_type": "t5",
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"num_beams": 5,
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"overwrite_output_dir": true,
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"per_device_eval_batch_size": 12,
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"per_device_train_batch_size": 12,
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"predicate_marker_type": "generic",
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"predict_with_generate": true,
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"preprocess_input_func": "input_predicate_marker",
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"qanom_joint_factor": 1,
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"save_steps": 500,
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"save_strategy": "steps",
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"seed": 44,
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"source_prefix": "parse: ",
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"train_dataset": "qasrl",
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"train_epochs": 5,
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"use_bilateral_predicate_marker": true
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},
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"qanom_joint_factor": 1,
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"relative_attention_num_buckets": 32,
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"save_steps": 500,
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"save_strategy": "steps",
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"seed": 44,
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"source_prefix": "parse: ",
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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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"length_penalty": 2.0,
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"max_length": 200,
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"min_length": 30,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"prefix": "summarize: "
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},
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"translation_en_to_de": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to German: "
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},
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"translation_en_to_fr": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to French: "
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},
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"translation_en_to_ro": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to Romanian: "
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}
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},
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"torch_dtype": "float32",
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"train_dataset": "qasrl",
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"train_epochs": 5,
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"transformers_version": "4.17.0",
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"use_bilateral_predicate_marker": true,
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"use_cache": true,
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"vocab_size": 32101
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}
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pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:83821efedd28325976e71d0e003bed5678ea9de6bef45f29f90004118311f402
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size 242028475
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