Luongdzung
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End of training
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README.md
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---
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base_model: vlsp-2023-vllm/hoa-1b4
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library_name: peft
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license: bigscience-bloom-rail-1.0
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tags:
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- generated_from_trainer
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model-index:
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- name: rsLora_500_last_question_wikiqa
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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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# rsLora_500_last_question_wikiqa
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This model is a fine-tuned version of [vlsp-2023-vllm/hoa-1b4](https://huggingface.co/vlsp-2023-vllm/hoa-1b4) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4886
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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: 5e-05
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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: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.4607 | 1.0 | 50 | 0.5610 |
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| 0.5739 | 2.0 | 100 | 0.4951 |
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| 0.5684 | 3.0 | 150 | 0.4886 |
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.44.0
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- Pytorch 2.4.0
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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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": "vlsp-2023-vllm/hoa-1b4",
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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": 8,
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"lora_dropout": 0.0,
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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": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"dense_h_to_4h",
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"dense",
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"query_key_value",
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"dense_4h_to_h"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": true
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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 sha256:7c02a9a9fdedfe39808f7a2472af623819bda69f5c12b9b5a256cdf0c6ded915
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size 25192496
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runs/Sep25_03-54-32_44b1caa72038/events.out.tfevents.1727236489.44b1caa72038.36.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:e69d300c62404c4f8561751da417b4f602d1272b26aad12b2f73acd0ba332edc
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size 37412
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runs/Sep25_03-54-32_44b1caa72038/events.out.tfevents.1727236667.44b1caa72038.36.1
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version https://git-lfs.github.com/spec/v1
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size 359
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:42d593cdfbabdc887c6afba8db31714ee25a8f82f6fa4da8bfac1710dbc3f98b
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size 5240
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