stackoverflow_tag_classification/initial_run/roberta-base/kindly-goat-144
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: FacebookAI/roberta-base
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tags:
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- generated_from_trainer
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model-index:
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- name: kindly-goat-144
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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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# kindly-goat-144
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This model is a fine-tuned version of [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base) 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: 7.244844976256885e-06
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- train_batch_size: 32
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- eval_batch_size: 32
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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: 5
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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 4.45.1
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- Pytorch 2.5.1+cu124
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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": "RobertaForSequenceClassification",
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"parent_library": "transformers.models.roberta.modeling_roberta"
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},
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"base_model_name_or_path": "FacebookAI/roberta-base",
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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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"value",
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"query"
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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 sha256:3e9a62aa9ba35b88075285d0824a7f41740fd9537ccca666f48f1c65a9a03e84
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size 891544
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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:ecc6aaed64a653f45786301b8190d183c86f83992c6c13d0cfbfccf0317e14c5
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size 5304
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