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base_model: Dans-DiscountModels/Mistral-NeMo-Minitron-8B-Base-ChatML |
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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: anthracite-core/c2_logs_16k_llama_v1.1 |
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type: sharegpt |
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conversation: chatml |
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- path: anthracite-org/kalo-opus-instruct-22k-no-refusal |
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type: sharegpt |
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conversation: chatml |
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- path: Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned |
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type: sharegpt |
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conversation: chatml |
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- path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered |
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type: sharegpt |
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conversation: chatml |
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- path: anthracite-org/nopm_claude_writing_fixed |
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type: sharegpt |
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conversation: chatml |
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- path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned |
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type: sharegpt |
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conversation: chatml |
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- path: anthracite-org/kalo_opus_misc_240827 |
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type: sharegpt |
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conversation: chatml |
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- path: anthracite-org/kalo_misc_part2 |
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type: sharegpt |
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conversation: chatml |
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chat_template: chatml |
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shuffle_merged_datasets: false |
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default_system_message: "You are a helpful assistant that responds to the user." |
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dataset_prepared_path: /workspace/data/8b-nemo-fft-data |
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val_set_size: 0.0 |
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output_dir: /workspace/data/8b-nemo-fft-out |
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sequence_len: 16384 |
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sample_packing: true |
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eval_sample_packing: false |
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pad_to_sequence_len: true |
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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: 8b-nemoprune-fft |
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wandb_entity: |
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wandb_watch: |
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wandb_name: attempt-01 |
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wandb_log_model: |
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gradient_accumulation_steps: 2 |
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micro_batch_size: 2 |
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num_epochs: 4 |
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optimizer: adamw_bnb_8bit |
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lr_scheduler: cosine |
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learning_rate: 0.00001 |
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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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early_stopping_patience: |
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auto_resume_from_checkpoints: true |
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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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warmup_steps: 10 |
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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: 1 |
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debug: |
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deepspeed: deepspeed_configs/zero3_bf16.json |
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weight_decay: 0.001 |
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fsdp: |
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fsdp_config: |
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special_tokens: |
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pad_token: <pad> |
