Re-trained QLora Adapter with 260 data (5 epoch), R:32, Alpha:32, Dropout:0.1

README.md

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+---
+base_model: defog/sqlcoder-7b-2
+library_name: peft
+license: cc-by-sa-4.0
+tags:
+- trl
+- sft
+- generated_from_trainer
+model-index:
+- name: sqlcoder-7b-2_FineTuned_PEFT_QLORA_adapter_alpha_r_32
+  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-2_FineTuned_PEFT_QLORA_adapter_alpha_r_32
+
+This model is a fine-tuned version of [defog/sqlcoder-7b-2](https://huggingface.co/defog/sqlcoder-7b-2) on an unknown dataset.
+
+## 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: 0.0002
+- train_batch_size: 1
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 4
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 10
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+
+
+### Framework versions
+
+- PEFT 0.13.1
+- Transformers 4.44.2
+- Pytorch 2.3.1+cu121
+- Datasets 3.0.2
+- Tokenizers 0.19.1

adapter_config.json

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+  "alpha_pattern": {},
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+  "base_model_name_or_path": "defog/sqlcoder-7b-2",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_dropout": 0.1,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "v_proj",
+    "q_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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special_tokens_map.json

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+    "▁<EOT>",
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+    "▁<EOT>"
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tokenizer_config.json

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+      "content": "▁<EOT>",
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+    "▁<EOT>",
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+    "▁<EOT>"
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+  "eot_token": "▁<EOT>",
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