qlora_aya22
Browse files- README.md +55 -0
- adapter_config.json +30 -0
- adapter_model.safetensors +3 -0
- logs/events.out.tfevents.1711540109.fc2561634d20.1093.0 +3 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: CohereForAI/aya-101
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model-index:
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- name: lora-aya2
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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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# lora-aya2
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This model is a fine-tuned version of [CohereForAI/aya-101](https://huggingface.co/CohereForAI/aya-101) on an unknown 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: 0.001
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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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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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.10.1.dev0
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- Transformers 4.40.0.dev0
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- Pytorch 2.2.1
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "CohereForAI/aya-101",
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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": 32,
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"lora_dropout": 0.05,
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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": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q",
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"v",
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"k"
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],
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"task_type": "SEQ_2_SEQ_LM",
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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:c412a9dc4c72b3a2f80e6e7a0e166a23adddc7447c43f2fdca3437e2a408eeef
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size 113308144
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logs/events.out.tfevents.1711540109.fc2561634d20.1093.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a291c4ec3202cf832c1d5df747b3938b85385f3af4be1006003dd62c189d61f2
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size 5715
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9dbcd6fa7b168d0b71bac53aa22f2aa733967488192f75e7f6ad2d2ace2cff7f
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size 5048
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