Update rp.yml
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rp.yml
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model_type: AutoModelForCausalLM
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tokenizer_type: AutoTokenizer
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hub_model_id: NewEden/32b-rp
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hub_strategy: "all_checkpoints"
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push_dataset_to_hub:
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hf_use_auth_token: true
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plugins:
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- axolotl.integrations.liger.LigerPlugin
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- axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
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liger_rope: true
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liger_rms_norm: true
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liger_layer_norm: true
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liger_glu_activation: true
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liger_fused_linear_cross_entropy: false
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cut_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: NewEden/RP-logs-V2-Experimental-prefixed
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type: dan-chat-advanced
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- path: NewEden/Creative_Writing-Complexity
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type: dan-chat-advanced
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- path: NewEden/Discord-Filtered
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type: dan-chat-advanced
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- path: NewEden/DeepseekRP-Filtered
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type: dan-chat-advanced
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- path: NewEden/Storium-Prefixed-Clean
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type: dan-chat-advanced
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- path: NewEden/Basket-Weaving-Filtered
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type: dan-chat-advanced
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- path: NewEden/LIMARP-Complexity
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type: dan-chat-advancedd
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- path: NewEden/Misc-Data-Sharegpt-Prefixed
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type: dan-chat-advanced
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- path: NewEden/BlueSky-10K-Complexity
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type: dan-chat-advanced
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- path: NewEden/OpenCAI-ShareGPT
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type: dan-chat-advanced
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- path: NewEden/Basket-Weaving-Filtered
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type: dan-chat-advanced
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- path: PocketDoc/Dans-Personamaxx-VN
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type: dan-chat-advanced
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- path: PocketDoc/Dans-Kinomaxx-VanillaBackrooms
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type: dan-chat-advanced
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dataset_prepared_path: prepared_data
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val_set_size: 0.02
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output_dir: ./qwq-inst
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sequence_len: 32768
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sample_packing: true
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pad_to_sequence_len: true
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# adapter: lora
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# lora_model_dir:
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# lora_r: 128
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# lora_alpha: 16
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# lora_dropout: 0.05
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# lora_target_modules:
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# - gate_proj
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# - down_proj
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# - up_proj
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# - q_proj
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# - v_proj
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# - k_proj
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# - o_proj
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wandb_project: qwq
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wandb_entity:
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wandb_watch:
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wandb_name: rp-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: 3.17e-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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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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warmup_steps: 40
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evals_per_epoch: 4
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eval_table_size: 128
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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: deepspeed_configs/zero3_bf16.json
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weight_decay: 0.02
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fsdp:
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fsdp_config:
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special_tokens:
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https://huggingface.co/datasets/Delta-Vector/Configs/blob/main/mag.yml
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