Upload README.md

README.md

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+---
+tags:
+- LoRA
+- QLoRa
+- LoRA Adapter
+model-index:
+- name: sql-guanaco-13b-4
+  results: []
+datasets:
+- richardr1126/spider-sql_guanaco_style
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# sql-guanaco-13b-4
+
+This is a LoRA adapter for [richardr1126/guanaco-13b-merged](https://huggingface.co/richardr1126/guanaco-13b-merged), or any other merged guanaco-13b model, fine tuned from LLaMA.
+<br>
+This LoRA was fine-tuned on [richardr1126/sql-create-context_guanaco_style](https://huggingface.co/datasets/richardr1126/sql-create-context_guanaco_style).
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0002
+- train_batch_size: 4
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 16
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.03
+- training_steps: 1875
+- mixed_precision_training: Native AMP
+
+### Framework versions
+
+- Transformers 4.30.0.dev0
+- Pytorch 2.0.1+cu118
+- Datasets 2.13.0
+- Tokenizers 0.13.3