Training in progress, step 2000, checkpoint

checkpoint-2000/README.md

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+---
+library_name: peft
+---
+## Training procedure
+
+
+The following `bitsandbytes` quantization config was used during training:
+- quant_method: bitsandbytes
+- load_in_8bit: False
+- load_in_4bit: True
+- llm_int8_threshold: 6.0
+- llm_int8_skip_modules: None
+- llm_int8_enable_fp32_cpu_offload: False
+- llm_int8_has_fp16_weight: False
+- bnb_4bit_quant_type: nf4
+- bnb_4bit_use_double_quant: True
+- bnb_4bit_compute_dtype: bfloat16
+### Framework versions
+
+
+- PEFT 0.6.0.dev0

checkpoint-2000/adapter_config.json

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+{
+  "auto_mapping": null,
+  "base_model_name_or_path": "codellama/CodeLlama-7b-Instruct-hf",
+  "bias": "lora_only",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "lora_alpha": 8,
+  "lora_dropout": 0.1,
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 8,
+  "revision": null,
+  "target_modules": [
+    "q_proj",
+    "v_proj"
+  ],
+  "task_type": "CAUSAL_LM"
+}

checkpoint-2000/adapter_model.bin

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checkpoint-2000/optimizer.pt

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checkpoint-2000/rng_state.pth

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checkpoint-2000/scheduler.pt

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checkpoint-2000/trainer_state.json

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+{
+  "best_metric": 0.05887996032834053,
+  "best_model_checkpoint": "./text2sql/codellama_instruct_pt_text2sql/checkpoint-2000",
+  "epoch": 0.22279468077699646,
+  "eval_steps": 2000,
+  "global_step": 2000,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
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+      "learning_rate": 1.1139992573338283e-07,
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+      "learning_rate": 0.00011139992573338284,
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+      "eval_runtime": 171.127,
+      "eval_samples_per_second": 11.687,
+      "eval_steps_per_second": 1.461,
+      "step": 2000
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+  ],
+  "logging_steps": 1000,
+  "max_steps": 44880,
+  "num_train_epochs": 5,
+  "save_steps": 2000,
+  "total_flos": 9.732986114337669e+17,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-2000/training_args.bin

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