Update Erebus_Gemma_Control_Completion.yaml

Erebus_Gemma_Control_Completion.yaml

@@ -1,91 +1,74 @@
-base_model: unsloth/gemma-2-9b
-model_type: AutoModelForCausalLM
-tokenizer_type: AutoTokenizer
-
-hub_model_id: NewEden/Erebus-Control-9B
-hub_strategy: "all_checkpoints"
-push_dataset_to_hub:
-hf_use_auth_token: true
-
-plugins:
-  - axolotl.integrations.liger.LigerPlugin
-liger_rope: true
-liger_rms_norm: true
-liger_swiglu: true
-#liger_cross_entropy: true
-liger_fused_linear_cross_entropy: true
-
-load_in_8bit: false
-load_in_4bit: false
-strict: false
-
-datasets:
-  - path: Mielikki/Erebus-87k
-    type: completion
-    field: body
-#  - path: NewEden/4chan-smol-sharegpt
-#    type: sharegpt
-#    conversation: chatml
-#  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
-#    type: sharegpt
-#    conversation: chatml
-#  - path: NewEden/Claude-Instruct-2.7k
-#    type: sharegpt
-#    conversation: chatml
-#  - path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
-#    type: sharegpt
-#    conversation: chatml
-#  - path: NewEden/Claude-Instruct-5K
-#    type: sharegpt
-#    conversation: chatml
-#chat_template: chatml
-shuffle_merged_datasets: true
-#default_system_message: "You are an assistant that responds to the user."
-dataset_prepared_path: Control-9B
-val_set_size: 0.0
-output_dir: Control-9B
-
-sequence_len: 32768
-sample_packing: true
-pad_to_sequence_len: true
-
-wandb_project: 14b-erebus
-wandb_entity:
-wandb_watch:
-wandb_name: r3-base-attempt-01
-wandb_log_model:
-
-gradient_accumulation_steps: 4
-micro_batch_size: 1
-num_epochs: 2
-optimizer: adamw_bnb_8bit
-lr_scheduler: cosine
-learning_rate: 0.00001
-
-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: 5
-evals_per_epoch:
-eval_table_size:
-eval_max_new_tokens:
-saves_per_epoch: 2
-debug:
-deepspeed: deepspeed_configs/zero2.json
-weight_decay: 0.01
-fsdp:
-fsdp_config:
-special_tokens:
-  pad_token: <|endoftext|>
-  eos_token: <|endoftext|>
+base_model: unsloth/gemma-2-9b
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+hub_model_id: NewEden/Erebus-Control-9B
+hub_strategy: "all_checkpoints"
+push_dataset_to_hub:
+hf_use_auth_token: true
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_swiglu: true
+liger_cross_entropy: true
+liger_fused_linear_cross_entropy: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: Mielikki/Erebus-87k
+    type: completion
+    field: body
+
+shuffle_merged_datasets: true
+dataset_prepared_path: Control-9B
+val_set_size: 0.0
+output_dir: Control-9B
+
+sequence_len: 8192
+sample_packing: true
+pad_to_sequence_len: true
+
+wandb_project: 9b-gemma-erebus
+wandb_entity:
+wandb_watch:
+wandb_name: attempt1
+wandb_log_model:
+
+gradient_accumulation_steps: 4
+micro_batch_size: 1
+num_epochs: 2
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.00001
+
+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: 5
+evals_per_epoch:
+eval_table_size:
+eval_max_new_tokens:
+saves_per_epoch: 2
+debug:
+deepspeed: deepspeed_configs/zero2.json
+weight_decay: 0.01
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: <pad>