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Update rp.yml

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  1. rp.yml +108 -1
rp.yml CHANGED
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- https://huggingface.co/datasets/Delta-Vector/Configs/blob/main/mag.yml
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ base_model: NewEden/32B-inst
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+ model_type: AutoModelForCausalLM
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+ tokenizer_type: AutoTokenizer
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+
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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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+
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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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+
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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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+
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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-advanced
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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: 0.0
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+ output_dir: ./qwq-inst
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+
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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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+
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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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+
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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-03
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+ wandb_log_model:
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+
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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: 2.5e-5
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+ max_grad_norm: 1.0
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+
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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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+
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+ gradient_checkpointing: unsloth
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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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+
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+ warmup_steps: 40
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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: