Training in progress, step 200, checkpoint
Browse files
checkpoint-200/README.md
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---
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library_name: peft
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---
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## Training procedure
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The following `bitsandbytes` quantization config was used during training:
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- quant_method: bitsandbytes
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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- llm_int8_skip_modules: None
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- llm_int8_enable_fp32_cpu_offload: False
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- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: nf4
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- bnb_4bit_use_double_quant: True
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- bnb_4bit_compute_dtype: bfloat16
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### Framework versions
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- PEFT 0.6.0.dev0
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checkpoint-200/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "codellama/CodeLlama-13b-Instruct-hf",
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"bias": "lora_only",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"lora_alpha": 8,
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"lora_dropout": 0.1,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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checkpoint-200/adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c7f9d8ae7a97c0a5a564f533a42bfd9e12ddb88efd9260b52a64afb9950dd2b
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size 26271757
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checkpoint-200/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:919cc262feafde8fd4c3d42a1cf18581ba008588d1bcf0d3f8a108e97505bca8
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size 13315397
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checkpoint-200/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:688f4d8b6faa2ea1f9ac64f42910f8e548a1c92dfc4e7ee36907cf7d530f2eed
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size 14575
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checkpoint-200/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b702c68f97dbdd750e12a7726fa611f030c9ab2ac9ad5bc08b718ddcdcebbac5
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size 627
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checkpoint-200/trainer_state.json
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{
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"best_metric": 0.21567295491695404,
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"best_model_checkpoint": "./text2sql/13b-codellama_instruct_pt_text2sql_ckpt8k_ft_spider/checkpoint-200",
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"epoch": 0.7390300230946882,
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"eval_steps": 100,
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"global_step": 200,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.0,
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"learning_rate": 6.17283950617284e-07,
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"loss": 0.5755,
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"step": 1
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},
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{
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"epoch": 0.18,
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"learning_rate": 3.08641975308642e-05,
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"loss": 0.4793,
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"step": 50
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},
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{
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"epoch": 0.37,
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"learning_rate": 4.9251379038613084e-05,
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"loss": 0.2673,
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"step": 100
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},
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{
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"epoch": 0.37,
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"eval_loss": 0.25259310007095337,
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"eval_runtime": 78.7093,
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"eval_samples_per_second": 13.137,
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"eval_steps_per_second": 3.291,
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"step": 100
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},
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{
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"epoch": 0.55,
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"learning_rate": 4.728132387706856e-05,
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"loss": 0.2062,
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"step": 150
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},
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{
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"epoch": 0.74,
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"learning_rate": 4.5311268715524035e-05,
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"loss": 0.1763,
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"step": 200
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{
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"epoch": 0.74,
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"eval_loss": 0.21567295491695404,
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"eval_runtime": 78.7696,
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"eval_samples_per_second": 13.127,
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"eval_steps_per_second": 3.288,
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"step": 200
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}
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],
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"logging_steps": 50,
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| 59 |
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"max_steps": 1350,
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| 60 |
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"num_train_epochs": 5,
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"save_steps": 100,
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"total_flos": 9.780480624771072e+16,
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"trial_name": null,
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| 64 |
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"trial_params": null
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}
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checkpoint-200/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:54c7450b8be70b53ae3c8f7a3286d772311d477cf479dcc610962c6d0b68bfb8
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size 4283
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