Update README.md

README.md

@@ -1,3 +1,60 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+base_model: h2oai/h2o-danube2-1.8b-base
+datasets:
+- cgato/SlimOrcaDedupCleaned
+language:
+- en
+library_name: transformers
+---
+
+
+
+```yaml
+### model
+model_name_or_path: /home/trolle/Documents/Projects/trollek/danube2/base/danube2-base-chatml
+
+### method
+stage: sft
+do_train: true
+finetuning_type: full
+use_badam: true
+badam_switch_mode: ascending
+badam_switch_interval: 50
+badam_verbose: 1
+badam_start_block: 13
+seed: 314
+
+### dataset
+dataset: slimorca_dedup_cleaned
+template: ninja_chatml
+cutoff_len: 8192
+overwrite_cache: false
+preprocessing_num_workers: 12
+
+### output
+output_dir: /home/trolle/Documents/Projects/trollek/danube2/base/slim-chatml-badam
+logging_steps: 5
+save_steps: 1
+save_strategy: epoch
+plot_loss: true
+overwrite_output_dir: false
+
+### train
+per_device_train_batch_size: 2
+gradient_accumulation_steps: 8
+learning_rate: 0.00001
+num_train_epochs: 1
+lr_scheduler_type: cosine
+warmup_ratio: 0.01
+bf16: true
+flash_attn: fa2
+#neftune_noise_alpha: 5
+
+### eval
+val_size: 0.01
+per_device_eval_batch_size: 1
+eval_strategy: steps
+eval_steps: 2000
+```
+