Training in progress, step 2000, checkpoint

checkpoint-2000/README.md

@@ -0,0 +1,21 @@
+---
+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

@@ -0,0 +1,21 @@
+{
+  "auto_mapping": null,
+  "base_model_name_or_path": "codellama/CodeLlama-13b-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

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e01aa8188c97e7bbc30024e2d4fcebc8ad57ec4f9b90ff14eeea50895cfe9ef
+size 26271757

checkpoint-2000/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6ce14da3aafc55467a2edf0e6ac0d33165e94672d3c894661872962b959efc7
+size 13315525

checkpoint-2000/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:788524a1119a8a17f1728a16e946e74e74f378be0a3226056a6981755c258f41
+size 14575

checkpoint-2000/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d57c7b6e2aadbc688f35c39784e18acd93afed1e7d81b269504cc0582985bb5b
+size 627

checkpoint-2000/trainer_state.json

@@ -0,0 +1,45 @@
+{
+  "best_metric": 0.0608125701546669,
+  "best_model_checkpoint": "./text2sql/13b-codellama_instruct_pt_text2sql/checkpoint-2000",
+  "epoch": 0.222796231958727,
+  "eval_steps": 2000,
+  "global_step": 2000,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.0,
+      "learning_rate": 1.1139992573338283e-07,
+      "loss": 1.0897,
+      "step": 1
+    },
+    {
+      "epoch": 0.11,
+      "learning_rate": 0.00011139992573338284,
+      "loss": 0.2546,
+      "step": 1000
+    },
+    {
+      "epoch": 0.22,
+      "learning_rate": 0.00022279985146676567,
+      "loss": 0.0774,
+      "step": 2000
+    },
+    {
+      "epoch": 0.22,
+      "eval_loss": 0.0608125701546669,
+      "eval_runtime": 285.1249,
+      "eval_samples_per_second": 7.014,
+      "eval_steps_per_second": 1.754,
+      "step": 2000
+    }
+  ],
+  "logging_steps": 1000,
+  "max_steps": 44880,
+  "num_train_epochs": 5,
+  "save_steps": 2000,
+  "total_flos": 1.377366455797678e+18,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-2000/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33201abfbae20f70c03a7bfb67a4313a755652d710b3df4d3f98ec89c7682329
+size 4219