Training in progress, step 25

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d1408b6f98f8c50a644387faa89e5c6260c27b31ed0c46ad4b710052c938e7af
+oid sha256:97cba999fb720c4d176ef8a8d3c8d6809705b6f07a15dc41a16e639cba3a4151
 size 83945296

runs/Nov25_02-39-32_cbc570474bc2/events.out.tfevents.1700880201.cbc570474bc2.256.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7a192f78c290c349a3f46d62f8a18933c75c3c5fdeeb23bd6ece19fc92425e4
+size 9382

runs/Nov25_02-48-45_cbc570474bc2/events.out.tfevents.1700880618.cbc570474bc2.256.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a92283243753a8ca5f01d8479cd53ba47c0daa3126c1278a5cab1402d0859b2
+size 8013

runs/Nov25_03-13-53_cbc570474bc2/events.out.tfevents.1700882118.cbc570474bc2.256.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea62487b6caf4c64785bdc1a2d7ba9a295d8e4259e701ea2e9667db47ded1ff6
+size 8436

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b905f14608904b19068aed8f635b4021ef5a4d4a28a5ffd1e2cb0eebda395135
+size 4600

training_config.json

@@ -0,0 +1,90 @@
+{
+  "experiment_key": "base",
+  "save_safetensors": true,
+  "max_shard_size": "10GB",
+  "local_rank": 0,
+  "use_gradient_checkpointing": true,
+  "trainer_key": "lm",
+  "force_fp32": false,
+  "force_fp16": false,
+  "from_gptq": false,
+  "huggingface_hub_token": null,
+  "deepspeed_stage": 0,
+  "deepspeed_config_path": null,
+  "fsdp_strategy": "",
+  "fsdp_offload": true,
+  "seed": 42,
+  "stabilize": false,
+  "norm_fp32": false,
+  "path_to_env_file": "./.env",
+  "prepare_dataset": true,
+  "lora_hub_model_id": null,
+  "lora_model_local_path": null,
+  "fused_model_local_path": null,
+  "fuse_after_training": false,
+  "quantization_dataset_id": null,
+  "quantization_max_samples": 1024,
+  "quantized_model_path": "./quantized_model/",
+  "quantized_hub_model_id": null,
+  "quantized_hub_private_repo": true,
+  "dataset_key": "soda",
+  "train_local_path_to_data": "./train.jsonl",
+  "eval_local_path_to_data": null,
+  "shuffle": true,
+  "max_eval_samples": 1000,
+  "add_eval_to_train_if_no_path": false,
+  "tokenizer_name_or_path": null,
+  "tokenizer_use_fast": null,
+  "tokenizer_padding_side": null,
+  "collator_key": "lm",
+  "max_length": 2048,
+  "model_name_or_path": "bn22/Mistral-7B-Instruct-v0.1-sharded",
+  "push_to_hub_bos_add_bos_token": false,
+  "use_flash_attention_2": false,
+  "trust_remote_code": false,
+  "device_map": null,
+  "prepare_model_for_kbit_training": true,
+  "offload_folder": null,
+  "load_in_8bit": false,
+  "load_in_4bit": true,
+  "llm_int8_threshold": 6.0,
+  "llm_int8_has_fp16_weight": true,
+  "bnb_4bit_use_double_quant": true,
+  "bnb_4bit_quant_type": "nf4",
+  "bnb_quantize_after_model_init": false,
+  "gptq_bits": 4,
+  "gptq_group_size": 128,
+  "gptq_disable_exllama": true,
+  "apply_lora": true,
+  "lora_rank": 8,
+  "lora_alpha": 32,
+  "lora_dropout": 0.1,
+  "raw_lora_target_modules": "all",
+  "output_dir": "./outputs/",
+  "per_device_train_batch_size": 2,
+  "do_eval": false,
+  "per_device_eval_batch_size": null,
+  "gradient_accumulation_steps": 2,
+  "eval_accumulation_steps": null,
+  "eval_delay": 0,
+  "eval_steps": 1000,
+  "warmup_steps": 5,
+  "max_steps": 100,
+  "num_train_epochs": 1,
+  "learning_rate": 0.0002,
+  "max_grad_norm": 1.0,
+  "weight_decay": 0.001,
+  "label_smoothing_factor": 0.0,
+  "logging_steps": 1,
+  "save_steps": 25,
+  "save_total_limit": 1,
+  "optim": "paged_adamw_8bit",
+  "push_to_hub": true,
+  "hub_model_id": "cools/LLM-LoRA",
+  "hub_private_repo": false,
+  "neftune_noise_alpha": null,
+  "report_to_wandb": false,
+  "wandb_api_key": null,
+  "wandb_project": null,
+  "wandb_entity": null
+}