stackoverflow_tag_classification/initial_run/deberta-v3-xsmall/rumbling-dove-874
Browse files- README.md +54 -0
- adapter_config.json +32 -0
- adapter_model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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---
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library_name: peft
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license: mit
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base_model: microsoft/deberta-v3-xsmall
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tags:
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- generated_from_trainer
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model-index:
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- name: rumbling-dove-874
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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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# rumbling-dove-874
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This model is a fine-tuned version of [microsoft/deberta-v3-xsmall](https://huggingface.co/microsoft/deberta-v3-xsmall) on the None dataset.
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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: 5.0943791435964314e-05
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- train_batch_size: 20
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- eval_batch_size: 20
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- seed: 2024
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 1
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### Training results
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### Framework versions
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- PEFT 0.13.2
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- Transformers 4.45.2
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- Pytorch 2.5.1+cu118
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": {
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"base_model_class": "DebertaV2ForSequenceClassification",
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"parent_library": "transformers.models.deberta_v2.modeling_deberta_v2"
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},
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"base_model_name_or_path": "microsoft/deberta-v3-xsmall",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 15,
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"lora_dropout": 0,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 6,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"query_proj",
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"value_proj"
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],
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"task_type": null,
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ce51d86c5d35093aa1357ace8f5e11d3c22a89e8337baa0a07517289d7bc9505
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size 449400
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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:f1a4553274c465eaa5110056a45acd00b21588fb8a5d8a1f9ec5bfc39010c82b
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size 5304
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