Create mag.yml

mag.yml

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+base_model: NewEden/32B-inst
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+hub_model_id: NewEden/32b-mag
+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-Personamaxx-Logs
+    type: dan-chat-advanced
+  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
+    type: dan-chat-advanced
+  - path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered
+    type: dan-chat-advanced
+  - path: anthracite-org/nopm_claude_writing_fixed
+    type: dan-chat-advanced
+  - path: anthracite-org/kalo_opus_misc_240827
+    type: dan-chat-advanced
+  - path: anthracite-org/kalo_misc_part2
+    type: dan-chat-advanced
+  - path: NewEden/Claude-Instruct-5K
+    type: dan-chat-advanced-
+  - path: NewEden/Claude-Instruct-2.7K
+    type: dan-chat-advanced
+dataset_prepared_path: prepared_data
+val_set_size: 0.0
+output_dir: ./qwq-mag
+sequence_len: 32768
+sample_packing: true
+pad_to_sequence_len: true
+
+wandb_project: qwq
+wandb_entity:
+wandb_watch:
+wandb_name: mag-attempt-01
+wandb_log_model:
+
+gradient_accumulation_steps: 2
+micro_batch_size: 2
+num_epochs: 2
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 3e-5
+max_grad_norm: 1.0
+
+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
+
+warmup_steps: 40
+saves_per_epoch: 2
+debug:
+deepspeed: deepspeed_configs/zero3_bf16.json
+weight_decay: 0.02
+fsdp:
+fsdp_config:
+special_tokens: