kaantureyyen
commited on
Upload 7 files
Browse files- config.json +53 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +127 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "microsoft/deberta-v3-small",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "AddToPlaylist",
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"1": "BookRestaurant",
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"2": "GetWeather",
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"3": "PlayMusic",
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"4": "RateBook",
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"5": "SearchCreativeWork",
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"6": "SearchScreeningEvent"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"AddToPlaylist": 0,
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"BookRestaurant": 1,
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"GetWeather": 2,
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"PlayMusic": 3,
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"RateBook": 4,
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"SearchCreativeWork": 5,
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"SearchScreeningEvent": 6
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},
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"layer_norm_eps": 1e-07,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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"num_attention_heads": 12,
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"num_hidden_layers": 6,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 768,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"relative_attention": true,
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"share_att_key": true,
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"torch_dtype": "float32",
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"transformers_version": "4.46.2",
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"type_vocab_size": 0,
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"vocab_size": 128100
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:20e10c67cea9178cba529ca7fe7b2dd419a459d89ef85c3b7fe034f9999bda64
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size 567613932
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:da33ac7fcf49b2b3158de83e0d80433efc9751b7dcae4b7c0a66499864d40171
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size 1135291194
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:fb1dd2d019afb25e8f9e379187a5db32f7cd7e038c1f9bc6faf94a70cbcaf31f
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b3548f6ca9311fe51ed8d4d605c238163ef97da4f9c9cd2ad0590361b97535a9
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size 1064
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trainer_state.json
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{
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"best_metric": 0.9300746034490112,
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"best_model_checkpoint": "model_checkpoints/fine-tuned_snips/deberta-v3-small/checkpoint-430",
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"epoch": 5.0,
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"eval_steps": 500,
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"global_step": 430,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"learning_rate": 4.0232558139534885e-05,
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{
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"epoch": 1.0,
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"eval_runtime": 41.3418,
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"eval_samples_per_second": 14.15,
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"eval_steps_per_second": 3.556,
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"step": 86
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},
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{
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"epoch": 2.0,
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"learning_rate": 3.0348837209302327e-05,
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{
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"epoch": 2.0,
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"eval_accuracy": 0.8666666666666667,
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{
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{
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],
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},
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"TrainerControl": {
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"args": {
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},
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"attributes": {}
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}
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},
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:fed5b7c4db7a00007f519c82c28ba28e7c42e9ca10e1048374010167b03a4648
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size 5304
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