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README.md
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---
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library_name: peft
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license: apache-2.0
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base_model: NousResearch/Nous-Hermes-2-SOLAR-10.7B
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tags:
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- axolotl
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- generated_from_trainer
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model-index:
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- name: d36623ef-e797-43f4-bd00-2e09aad387aa
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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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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<details><summary>See axolotl config</summary>
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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/Nous-Hermes-2-SOLAR-10.7B
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bf16: auto
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chat_template: llama3
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dataset_prepared_path: null
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datasets:
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- data_files:
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- b9a09a70ec1d4e74_train_data.json
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ds_type: json
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format: custom
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path: /workspace/input_data/b9a09a70ec1d4e74_train_data.json
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type:
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field_instruction: problem
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field_output: solution
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format: '{instruction}'
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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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do_eval: true
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eval_batch_size: 4
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eval_max_new_tokens: 128
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eval_steps: 250
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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: null
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fsdp_config: null
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gradient_accumulation_steps: 8
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gradient_checkpointing: true
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group_by_length: true
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hub_model_id: Lin2es/d36623ef-e797-43f4-bd00-2e09aad387aa
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hub_repo: null
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hub_strategy: checkpoint
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hub_token: null
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learning_rate: 0.0002
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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: 50
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lora_alpha: 32
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lora_dropout: 0.1
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lora_fan_in_fan_out: null
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lora_model_dir: null
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lora_r: 16
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lora_target_linear: true
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lr_scheduler: cosine
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max_grad_norm: 1.0
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max_steps: 1000
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micro_batch_size: 4
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mlflow_experiment_name: /tmp/b9a09a70ec1d4e74_train_data.json
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model_type: AutoModelForCausalLM
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num_epochs: 1
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optimizer: adamw_torch_fused
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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: 50
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saves_per_epoch: null
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seed: 1001
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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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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: b5f45d8a-150d-4966-bdeb-9cfda9593a0c
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wandb_project: text01
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wandb_run: your_name
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wandb_runid: b5f45d8a-150d-4966-bdeb-9cfda9593a0c
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warmup_steps: 250
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weight_decay: 0.0
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xformers_attention: null
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```
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</details><br>
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# d36623ef-e797-43f4-bd00-2e09aad387aa
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This model is a fine-tuned version of [NousResearch/Nous-Hermes-2-SOLAR-10.7B](https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5219
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<!-- PROCESSED -->
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