add configs

configs/dodona.yml

@@ -0,0 +1,83 @@
+base_model: openaccess-ai-collective/trophonius-15b
+base_model_config: openaccess-ai-collective/trophonius-15b
+load_in_8bit: false
+load_in_4bit: false
+gptq: false
+strict: false
+push_dataset_to_hub: winglian
+hf_use_auth_token: true
+datasets:
+  - path: openaccess-ai-collective/flan-cot-zs-noopt
+    data_files:
+      - cot_zs_noopt_train_augmented.gpt4.jsonl
+    type: alpaca_w_system
+  - path: winglian/evals
+    data_files:
+      - hf/arc-c-v2.jsonl
+      - hf/arc-e-v2.jsonl
+      - hf/riddle_sense-v2.jsonl
+    type: explainchoice:chat
+  - path: winglian/evals
+    data_files:
+      - hellaswag/hellaswag-v2.jsonl
+    type: explainchoice:chat
+    shards: 5
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.01
+adapter:
+lora_model_dir:
+sequence_len: 2048
+max_packed_sequence_len: 2048
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_modules:
+lora_target_linear:
+lora_fan_in_fan_out:
+wandb_project: dodona-15b
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+output_dir: ./dodona-15b
+gradient_accumulation_steps: 1
+micro_batch_size: 2
+num_epochs: 4
+  # optimizer: adamw_bnb_8bit
+optimizer: paged_adamw_8bit
+adam_beta2: 0.95
+torchdistx_path:
+lr_scheduler: cosine
+learning_rate: 0.00003
+train_on_inputs: false
+group_by_length: true
+bf16: true
+fp16: false
+tf32: true
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention:
+gptq_groupsize:
+gptq_model_v1:
+warmup_steps: 100
+eval_steps: 67
+save_steps: 201
+load_best_model_at_end: false
+debug:
+deepspeed:
+weight_decay: 0.0001
+fsdp:
+  - full_shard
+  - auto_wrap
+fsdp_config:
+  fsdp_offload_params: true
+  fsdp_transformer_layer_cls_to_wrap: GPTBigCodeBlock
+special_tokens:
+  pad_token: "<|endoftext|>"
+  bos_token: "<|endoftext|>"
+  eos_token: "<|endoftext|>"
+  unk_token: "<|endoftext|>"
+