Update configs/omega.yml

configs/omega.yml

@@ -0,0 +1,83 @@
+base_model: winglian/phi-1_5-2x-fib
+base_model_config: winglian/phi-1_5-2x-fib
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+is_llama_derived_model: false
+trust_remote_code: true
+                                                                       
+load_in_8bit: false
+load_in_4bit: false                                  
+strict: false       
+                                                                       
+datasets:
+  - path: nampdn-ai/tiny-lessons
+    type: completion
+    field: textbook         
+  - path: nampdn-ai/tiny-textbooks
+    type: completion        
+    field: textbook         
+
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.01
+output_dir: ./phi-2x-out
+hub_model_id: winglian/phi-2x-pt
+
+sequence_len: 2048
+sample_packing: false
+pad_to_sequence_len: 
+resize_token_embeddings_to_32x: true
+
+adapter: 
+lora_model_dir:
+lora_r: 32
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+lora_fan_in_fan_out:
+
+wandb_project: phi-2x-pt-tiny
+wandb_entity:
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+
+gradient_accumulation_steps: 2
+micro_batch_size: 1
+num_epochs: 1
+optimizer: adamw_torch
+adam_beta2: 0.95
+adam_epsilon: 0.00001
+max_grad_norm: 1.0
+lr_scheduler: cosine
+learning_rate: 0.00003
+
+train_on_inputs: false
+group_by_length: false
+bf16: true
+fp16: false
+tf32: true
+
+gradient_checkpointing: 
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: 
+
+warmup_steps: 1000
+eval_steps: 0.05
+save_steps: 0.10
+do_bench_eval: true
+bench_dataset: "pharaouk/dharma-1/dharma_1_full.json"
+save_total_limit: 20
+debug:
+deepspeed:
+weight_decay: 0.1
+fsdp:
+fsdp_config:
+special_tokens:
+  bos_token: "<|endoftext|>"
+  eos_token: "<|endoftext|>"
+  unk_token: "<|endoftext|>"
+  pad_token: "<|endoftext|>"