Upload big.yml

big.yml

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+base_model: meta-llama/Llama-3.3-70B-Instruct
+base_model_ignore_patterns: "*/*"
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+
+hub_model_id: NewEden/BigPicaro
+hub_strategy: "all_checkpoints"
+push_dataset_to_hub:
+hf_use_auth_token: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+
+
+
+datasets:
+  - path: Edens-Gate/Picaro
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+
+shuffle_merged_datasets: true
+dataset_prepared_path: prepared_data
+val_set_size: 0.0
+output_dir: ./output
+
+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
+
+#torch_compile: auto
+#torch_compile_backend:
+
+sequence_len: 32768
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+adapter: lora
+lora_model_dir:
+lora_r: 128
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+lora_fan_in_fan_out:
+peft_use_rslora: true
+lora_modules_to_save:
+  - embed_tokens
+  - lm_head
+
+wandb_project: 70b-magnum-lora
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 2
+num_epochs: 2
+optimizer: paged_ademamix_8bit
+lr_scheduler: cosine
+learning_rate: 4.0e-5
+max_grad_norm: 0.2
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: unsloth
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+s2_attention:
+
+warmup_steps: 40
+evals_per_epoch:
+eval_table_size:
+eval_max_new_tokens:
+saves_per_epoch: 2
+debug:
+deepspeed: ./deepspeed_configs/zero3_bf16_compile.json
+weight_decay: 0.01
+fsdp:
+fsdp_config:
+special_tokens:
+   pad_token: <|finetune_right_pad_id|>