update
Browse files- README.md +31 -3
- adapter_config.json +5 -1
- adapter_model.bin +1 -1
- training_log.json +16 -0
- training_parameters.json +30 -1
- training_prompt.json +3 -0
README.md
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---
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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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- load_in_8bit: True
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- load_in_4bit: False
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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: fp4
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- bnb_4bit_use_double_quant: False
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- bnb_4bit_compute_dtype: float32
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The following `bitsandbytes` quantization config was used during training:
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- load_in_8bit: True
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- load_in_4bit: False
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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: fp4
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- bnb_4bit_use_double_quant: False
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- bnb_4bit_compute_dtype: float32
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### Framework versions
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- PEFT 0.5.0.dev0
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- PEFT 0.5.0.dev0
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adapter_config.json
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{
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"
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"bias": "none",
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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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"lora_alpha": 256,
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"lora_dropout": 0.05,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 128,
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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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"auto_mapping": null,
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"base_model_name_or_path": "models/mythalion-13b",
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"bias": "none",
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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": 256,
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"lora_dropout": 0.05,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 128,
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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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adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 419488077
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e9252b498460da1e610f4727d892cf5f800e1480964b3df994baabcdf266679
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size 419488077
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training_log.json
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{
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"base_model_name": "mythalion-13b",
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"base_model_class": "LlamaForCausalLM",
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"base_loaded_in_4bit": false,
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"base_loaded_in_8bit": true,
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"projections": "q, v",
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"loss": 0.9646,
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"learning_rate": 0.00015,
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"epoch": 1.88,
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"current_steps": 46,
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"train_runtime": 87.3735,
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"train_samples_per_second": 2.232,
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"train_steps_per_second": 0.034,
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"total_flos": 2487721328640000.0,
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"train_loss": 0.9646244049072266
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}
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training_parameters.json
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{
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{
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"lora_name": "charluv-lora",
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"always_override": false,
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"save_steps": 0.0,
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"micro_batch_size": 4,
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"batch_size": 128,
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"epochs": 3.0,
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"learning_rate": "3e-4",
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"lr_scheduler_type": "cosine_with_restarts",
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"lora_rank": 128,
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"lora_alpha": 256,
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"lora_dropout": 0.05,
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"cutoff_len": 256,
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"dataset": "None",
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"eval_dataset": "None",
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"format": "None",
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"eval_steps": 100.0,
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"raw_text_file": "aivo",
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"overlap_len": 128,
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"newline_favor_len": 128,
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"higher_rank_limit": false,
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"warmup_steps": 100.0,
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"optimizer": "adamw_torch",
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"hard_cut_string": "\\n\\n\\n",
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"train_only_after": "",
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"stop_at_loss": 1.5,
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"add_eos_token": false,
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"min_chars": 0.0,
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"report_to": "wandb"
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}
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training_prompt.json
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{
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"template_type": "raw_text"
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}
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