Update README.md

README.md

@@ -32,4 +32,58 @@ Finetuned for 1 epoch on an A100 through Vast.AI.
 
 ## Credits
 
-Thank you to Axolotl for making finetuning easier. Thank you to Docker for... existing, I guess.
+Thank you to Axolotl for making finetuning easier. Thank you to Docker for... existing, I guess.
+
+## YML Configuration
+
+```
+base_model: SicariusSicariiStuff/Impish_Nemo_12B
+
+load_in_8bit: false
+load_in_4bit: true
+adapter: qlora
+
+gradient_accumulation_steps: 8
+micro_batch_size: 2
+num_epochs: 1
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.00001
+
+sequence_len: 4096
+
+lora_r: 16
+lora_alpha: 32
+lora_dropout: 0.05
+lora_target_linear: true
+
+bf16: true
+tf32: false
+
+gradient_checkpointing: true
+gradient_checkpointing_kwargs:
+  use_reentrant: false
+logging_steps: 1
+flash_attention: true
+
+loss_watchdog_threshold: 5.0
+loss_watchdog_patience: 3
+
+rl: dpo
+datasets:
+  - path: sam-paech/gutenberg3-generalfiction-scifi-fantasy-romance-adventure-dpo
+    split: train
+    type: chatml.prompt_pairs
+  - path: nbeerbower/gutenberg-moderne-dpo
+    split: train
+    type: chatml.prompt_pairs
+  - path: nbeerbower/gutenberg2-dpo
+    split: train
+    type: chatml.prompt_pairs
+  - path: jondurbin/gutenberg-dpo-v0.1
+    split: train
+    type: chatml.prompt_pairs
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.1
+output_dir: ./outputs/lora-out
+```