Create configs/phi-oo.yml

configs/phi-oo.yml

@@ -0,0 +1,83 @@
+base_model: microsoft/phi-1_5
+base_model_config: microsoft/phi-1_5
+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: openaccess-ai-collective/oo-gpt4-filtered
+    type: alpaca_w_system.load_open_orca_chatml
+    data_files:
+      - 1M-GPT4-Augmented-filtered-gt10.parquet
+
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.01
+output_dir: ./phi-oo-out
+hub_model_id: Open-Orca/oo-phi-1_5
+
+sequence_len: 2048
+sample_packing: false
+pad_to_sequence_len:
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+lora_fan_in_fan_out:
+
+wandb_project: phi-oo
+wandb_entity: open-orca
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 3
+num_epochs: 5
+optimizer: adamw_torch
+adam_beta2: 0.95
+adam_epsilon: 0.00001
+max_grad_norm: 1.0
+lr_scheduler: cosine
+learning_rate: 0.000003
+
+train_on_inputs: false
+group_by_length: true
+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: 0.02
+save_steps: 0.10
+do_bench_eval: true
+bench_dataset: "pharaouk/dharma-1/dharma_1_full.json"
+debug:
+deepspeed:
+weight_decay: 0.1
+fsdp:
+fsdp_config:
+resize_token_embeddings_to_32x: true
+special_tokens:
+  bos_token: "<|endoftext|>"
+  eos_token: "<|im_end|>"
+  unk_token: "<|endoftext|>"
+  pad_token: "<|endoftext|>"
+tokens:
+  - "<|im_start|>"
+  - "<|im_end|>"