Upload 4b-ad.yml

4b-ad.yml

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+base_model: NewEden/Hamanasu-KTO-4B
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+hub_model_id: NewEden/Hamanasu-4B-Adventure
+hub_strategy: "all_checkpoints"
+push_dataset_to_hub:
+hf_use_auth_token: true
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+  - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_layer_norm: true
+liger_glu_activation: true
+liger_fused_linear_cross_entropy: false
+cut_cross_entropy: true
+
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: PocketDoc/Dans-Prosemaxx-Cowriter-3-S
+    type: dan-chat-advanced
+  - path: PocketDoc/Dans-Prosemaxx-Adventure
+    type: dan-chat-advanced
+  - path: PocketDoc/Dans-Failuremaxx-Adventure-3
+    type: dan-chat-advanced
+  - path: NewEden/Misc-Mang-Sharegpt
+    type: dan-chat-advanced
+  - path: PocketDoc/Dans-Failuremaxx-Adventure
+    type: dan-chat-advanced    
+  - path: PocketDoc/Dans-Failuremaxx-Adventure-2
+    type: dan-chat-advanced  
+  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-2
+    type: dan-chat-advanced  
+  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot-3
+    type: dan-chat-advanced  
+  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-Continue-2
+    type: dan-chat-advanced  
+  - path: PocketDoc/Dans-Prosemaxx-Instructwriter-Long
+    type: dan-chat-advanced  
+  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-Continue
+    type: dan-chat-advanced  
+  - path: PocketDoc/Dans-Prosemaxx-InstructWriter-ZeroShot
+    type: dan-chat-advanced
+shuffle_merged_datasets: true
+dataset_prepared_path: prepared_data
+val_set_size: 0.0
+output_dir: ./phi4-adventure
+
+sequence_len: 16384
+sample_packing: true
+pad_to_sequence_len: true
+
+
+
+wandb_project: tavbussy
+wandb_entity:
+wandb_watch:
+wandb_name: adventure-attempt-01
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 4
+num_epochs: 2
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 2e-5
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 25
+evals_per_epoch: 4
+eval_table_size:
+eval_max_new_tokens: 128
+saves_per_epoch: 2
+debug:
+deepspeed: ./deepspeed_configs/zero3_bf16_cpuoffload_params.json
+weight_decay: 0.01
+fsdp:
+fsdp_config: