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README.md
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl)
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<
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axolotl version: `0.4.1`
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```yaml
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adapter: lora
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base_model: NousResearch/Genstruct-7B
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bf16: true
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chat_template: llama3
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data_processes: 54
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dataset_prepared_path: null
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datasets:
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- data_files:
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- c99bcfaf72b4ce96_train_data.json
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ds_type: json
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format: custom
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path: /workspace/input_data/c99bcfaf72b4ce96_train_data.json
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type:
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field_input: dense_caption
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field_instruction: source
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field_output: short_caption
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format: '{instruction} {input}'
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no_input_format: '{instruction}'
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system_format: '{system}'
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system_prompt: ''
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debug: null
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deepspeed: null
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device_map: auto
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distributed_training:
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multi_gpu: true
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num_gpus: 2
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do_eval: true
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early_stopping_patience: 5
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eval_batch_size: 8
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eval_max_new_tokens: 128
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eval_steps: 150
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eval_table_size: null
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evals_per_epoch: null
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flash_attention: true
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fp16: false
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fsdp:
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- full_shard
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fsdp_config:
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activation_checkpointing: false
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backward_prefetch: BACKWARD_POST
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forward_prefetch: FORWARD_POST
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fsdp_min_num_params: 1000000000
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limit_all_gathers: true
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mixed_precision: bf16
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sharding_strategy: FULL_SHARD
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gradient_accumulation_steps: 2
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gradient_checkpointing: true
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group_by_length: true
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hub_ignore_patterns:
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- README.md
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- config.json
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hub_model_id: cimol/bb8db7d9-f5f8-49e9-9bc8-c9398d45aae8
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hub_repo: null
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hub_strategy: end
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hub_token: null
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learning_rate: 0.00015
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load_in_4bit: false
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load_in_8bit: false
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local_rank: null
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logging_steps: 10
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lora_alpha: 128
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lora_dropout: 0.3
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lora_fan_in_fan_out: null
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lora_model_dir: null
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lora_r: 64
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lora_target_linear: true
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lr_scheduler: cosine
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lr_scheduler_warmup_steps: 100
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max_grad_norm: 0.5
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max_memory:
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0: 80GB
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1: 80GB
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max_steps: 300
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micro_batch_size: 8
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mlflow_experiment_name: /tmp/c99bcfaf72b4ce96_train_data.json
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model_type: AutoModelForCausalLM
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num_epochs: 3
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optim_args:
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adam_beta1: 0.9
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adam_beta2: 0.95
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adam_epsilon: 1e-8
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optimizer: adamw_torch
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output_dir: miner_id_24
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pad_to_sequence_len: true
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resume_from_checkpoint: null
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s2_attention: null
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sample_packing: false
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save_steps: 150
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saves_per_epoch: null
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seed: 17333
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sequence_len: 1024
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strict: false
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tf32: true
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tokenizer_type: AutoTokenizer
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total_train_batch_size: 32
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train_batch_size: 16
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train_on_inputs: false
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trust_remote_code: true
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val_set_size: 0.05
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wandb_entity: null
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wandb_mode: online
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wandb_name: 5fe4e4a5-962b-4cf1-ad5b-1719042dd13b
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wandb_project: Gradients-On-Demand
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wandb_run: your_name
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wandb_runid: 5fe4e4a5-962b-4cf1-ad5b-1719042dd13b
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warmup_steps: 100
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weight_decay: 0.005
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xformers_attention: null
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```
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</details><br>
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# bb8db7d9-f5f8-49e9-9bc8-c9398d45aae8
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl)
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# bb8db7d9-f5f8-49e9-9bc8-c9398d45aae8
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