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base_model: arcee-ai/Llama-3.1-SuperNova-Lite |
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model_type: AutoModelForCausalLM |
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tokenizer_type: AutoTokenizer |
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plugins: |
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- axolotl.integrations.liger.LigerPlugin |
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liger_rope: true |
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liger_rms_norm: true |
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liger_swiglu: true |
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liger_fused_linear_cross_entropy: true |
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load_in_8bit: false |
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load_in_4bit: false |
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strict: false |
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datasets: |
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- path: Gryphe/Sonnet3.5-SlimOrcaDedupCleaned |
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type: chat_template |
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- path: Nitral-AI/Cybersecurity-ShareGPT |
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type: chat_template |
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- path: Nitral-AI/Medical_Instruct-ShareGPT |
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type: chat_template |
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- path: Nitral-AI/Olympiad_Math-ShareGPT |
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type: chat_template |
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- path: anthracite-org/kalo_opus_misc_240827 |
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type: chat_template |
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- path: NewEden/Claude-Instruct-5k |
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type: chat_template |
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- path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered |
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type: chat_template |
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- path: anthracite-org/kalo-opus-instruct-22k-no-refusal |
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type: chat_template |
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- path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned |
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type: chat_template |
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- path: Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned |
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type: chat_template |
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- path: anthracite-org/kalo_misc_part2 |
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type: chat_template |
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- path: anthracite-org/kalo_misc_part2 |
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type: chat_template |
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- path: Nitral-AI/Creative_Writing-ShareGPT |
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type: chat_template |
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- path: NewEden/Gryphe-Sonnet3.5-Charcard-Roleplay-unfiltered |
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type: chat_template |
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chat_template: llama3 |
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shuffle_merged_datasets: true |
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default_system_message: "You are an assistant that responds to the user." |
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dataset_prepared_path: prepared_dataset_memorycore |
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val_set_size: 0.0 |
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output_dir: ./henbane-8b-r3 |
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sequence_len: 8192 |
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sample_packing: true |
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eval_sample_packing: false |
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pad_to_sequence_len: |
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adapter: |
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lora_model_dir: |
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lora_r: |
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lora_alpha: |
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lora_dropout: |
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lora_target_linear: |
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lora_fan_in_fan_out: |
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wandb_project: henbane-8b-r3 |
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wandb_entity: |
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wandb_watch: |
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wandb_name: henbane-8b-r3 |
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wandb_log_model: |
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gradient_accumulation_steps: 128 |
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micro_batch_size: 1 |
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num_epochs: 4 |
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optimizer: paged_adamw_8bit |
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lr_scheduler: cosine |
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learning_rate: 1e-5 |
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train_on_inputs: false |
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group_by_length: false |
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bf16: auto |
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fp16: |
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tf32: false |
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gradient_checkpointing: true |
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gradient_checkpointing_kwargs: |
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use_reentrant: false |
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early_stopping_patience: |
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resume_from_checkpoint: |
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local_rank: |
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logging_steps: 1 |
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xformers_attention: |
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flash_attention: true |
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eager_attention: false |
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warmup_steps: 5 |
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evals_per_epoch: |
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eval_table_size: |
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eval_max_new_tokens: |
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saves_per_epoch: 2 |
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debug: |
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deepspeed: /workspace/axolotl/deepspeed_configs/zero2.json |
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weight_decay: 0.05 |
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fsdp: |
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fsdp_config: |
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special_tokens: |
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pad_token: <|finetune_right_pad_id|> |
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eos_token: <|eot_id|> |
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