zsc_cbs
Browse files
README.md
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---
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library_name: transformers
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license: mit
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base_model: MoritzLaurer/deberta-v3-large-zeroshot-v2.0-c
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tags:
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- generated_from_trainer
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model-index:
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- name: zsc_finetune_results
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# zsc_finetune_results
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This model is a fine-tuned version of [MoritzLaurer/deberta-v3-large-zeroshot-v2.0-c](https://huggingface.co/MoritzLaurer/deberta-v3-large-zeroshot-v2.0-c) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0007
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 1
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.8542 | 1.0 | 6400 | 1.0007 |
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### Framework versions
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- Transformers 4.46.2
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- Pytorch 2.5.0+cu121
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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config.json
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{
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"_name_or_path": "MoritzLaurer/deberta-v3-large-zeroshot-v2.0-c",
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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": 1024,
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"id2label": {
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"0": "entailment",
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"1": "not_entailment"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"entailment": 0,
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"not_entailment": 1
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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": 16,
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"num_hidden_layers": 24,
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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": 1024,
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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 sha256:9d21ba8a0f23e392e5d802ed89c7e28539f5cf11dac408279211a66a0de4aca4
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size 1740304440
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runs/Nov06_18-56-01_d42deca6c6f0/events.out.tfevents.1730919387.d42deca6c6f0.721.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:d83a1ae7346a9be7a51e15a66c8dcb3f351e610f60ae4a4dd4cc7e4d8f747dd2
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size 5468
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runs/Nov06_18-59-28_d42deca6c6f0/events.out.tfevents.1730919570.d42deca6c6f0.2552.0
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version https://git-lfs.github.com/spec/v1
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size 4184
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:92ee48e7e82c6541c91fa929799f23ebaeee47709c1cdb37c27e6224be7dfe42
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size 5240
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