Upload Tower7B.yml

Tower7B.yml

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+base_model: Unbabel/TowerInstruct-7B-v0.2
+model_type: LlamaForCausalLM
+tokenizer_type: LlamaTokenizer
+is_llama_derived_model: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+device_map: null
+
+datasets:
+  - path: /ikerlariak/igarcia945/Mortadelo-Filemon/translation_data/translation_instruction_axolotl.jsonl
+    type: sharegpt
+    conversation: chatml
+    field: conversations
+dataset_prepared_path:
+val_set_size: 0.05
+
+output_dir: /ikerlariak/igarcia945/Mortadelo-Filemon/Tower7B-EN2ES
+
+adapter: lora
+lora_model_dir:
+
+sequence_len: 8096
+sample_packing: false
+eval_sample_packing: false
+pad_to_sequence_len: false
+
+overrides_of_model_config:
+  # RoPE Scaling https://github.com/huggingface/transformers/pull/24653
+  rope_scaling:
+    type: dynamic
+    factor: 2.0
+
+
+lora_r: 128
+lora_alpha: 256
+lora_dropout: 0.05
+lora_target_modules: 
+lora_target_linear: true
+lora_fan_in_fan_out:
+lora_modules_to_save:
+  - embed_tokens
+  - lm_head
+
+wandb_project: Mortadelo&Filemon
+wandb_entity: igarciaf
+wandb_watch:
+wandb_name: Tower7B-EN2ES
+wandb_log_model: 
+
+gradient_accumulation_steps: 8
+micro_batch_size: 2
+eval_batch_size: 2
+num_epochs: 3
+optimizer: paged_adamw_32bit
+lr_scheduler: cosine
+learning_rate: 0.0002
+
+train_on_inputs: false
+group_by_length: false
+bf16: true
+fp16: false
+tf32: false
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_ratio: 0.03
+evals_per_epoch: 2
+eval_table_size:
+save_strategy: "no"
+debug:
+deepspeed: /ikerlariak/igarcia945/Mortadelo-Filemon/train_configs/deepspeed_zero3.json
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens: