Model save

README.md

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+---
+license: llama2
+base_model: codellama/CodeLlama-7b-hf
+tags:
+- generated_from_trainer
+model-index:
+- name: sqlcoder_7b_fullft_ds7_linear
+  results: []
+---
+
+<!-- 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. -->
+
+# sqlcoder_7b_fullft_ds7_linear
+
+This model is a fine-tuned version of [codellama/CodeLlama-7b-hf](https://huggingface.co/codellama/CodeLlama-7b-hf) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3517
+- Sql Exact Match String: 0
+- Tokens Match Avg: 0.9014
+- First Index Mismatch Avg: 2.2356
+- Mean Mismatch I Diff Avg: 12.5313
+- Count Mismatch I Diff Avg: 6.2756
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 4
+- eval_batch_size: 16
+- 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
+- training_steps: 600
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Sql Exact Match String | Tokens Match Avg | First Index Mismatch Avg | Mean Mismatch I Diff Avg | Count Mismatch I Diff Avg |
+|:-------------:|:-----:|:----:|:---------------:|:----------------------:|:----------------:|:------------------------:|:------------------------:|:-------------------------:|
+| 0.14          | 0.1   | 100  | 0.3510          | 0                      | 0.8940           | 2.0844                   | 11.4371                  | 6.88                      |
+| 0.1083        | 0.2   | 200  | 0.3677          | 0                      | 0.8930           | 2.1733                   | 11.3445                  | 6.6044                    |
+| 0.0912        | 0.3   | 300  | 0.3710          | 0                      | 0.8953           | 2.2444                   | 12.0020                  | 6.44                      |
+| 0.0699        | 0.4   | 400  | 0.3598          | 0                      | 0.8996           | 2.1778                   | 12.3582                  | 6.3289                    |
+| 0.0619        | 0.5   | 500  | 0.3516          | 0                      | 0.9010           | 2.2489                   | 12.6065                  | 6.2756                    |
+| 0.0766        | 0.6   | 600  | 0.3517          | 0                      | 0.9014           | 2.2356                   | 12.5313                  | 6.2756                    |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.1.2+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.1

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.37.2"
+}

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