shubhamrathore081
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README.md
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---
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base_model: defog/llama-3-sqlcoder-8b
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datasets:
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- generator
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library_name: peft
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license: cc-by-sa-4.0
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tags:
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- trl
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- sft
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- generated_from_trainer
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model-index:
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- name: llama3-8b-instruct-text-to-sql-V15July_defog
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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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# llama3-8b-instruct-text-to-sql-V15July_defog
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This model is a fine-tuned version of [defog/llama-3-sqlcoder-8b](https://huggingface.co/defog/llama-3-sqlcoder-8b) on the generator 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: 0.0001
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- train_batch_size: 1
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 2
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- lr_scheduler_warmup_ratio: 0.03
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- num_epochs: 5
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### Training results
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### Framework versions
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- PEFT 0.11.1
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- Transformers 4.42.4
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- Pytorch 2.3.1+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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runs/Jul16_14-15-15_vwbmgpua100-sit02/events.out.tfevents.1721139321.vwbmgpua100-sit02
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