Update README.md

README.md

@@ -1,3 +1,59 @@
 ---
 license: apache-2.0
 ---
+
+wandb: https://wandb.ai/open-assistant/supervised-finetuning/runs/pcw1ejda
+
+```
+pythia-12b-sft-8:
+  dtype: fp16
+  log_dir: "pythia_log_12b"
+  learning_rate: 6e-6
+  model_name: OpenAssistant/pythia-12b-pre-v8-12.5k-steps
+  output_dir: pythia_model_12b
+  weight_decay: 0.0
+  residual_dropout: 0.1
+  max_length: 2048
+  use_flash_attention: true
+  warmup_steps: 100
+  gradient_checkpointing: true
+  gradient_accumulation_steps: 2
+  per_device_train_batch_size: 4
+  per_device_eval_batch_size: 4
+  eval_steps: 251
+  save_steps: 500
+  num_train_epochs: 8
+  save_total_limit: 4
+  num_train_epochs: 8
+  save_total_limit: 3
+  use_custom_sampler: true
+  sort_by_length: false
+  save_strategy: steps
+  datasets:
+    - oasst_export:
+        lang: "bg,ca,cs,da,de,en,es,fr,hr,hu,it,nl,pl,pt,ro,ru,sl,sr,sv,uk"
+        input_file_path: 2023-05-06_OASST_labels.jsonl.gz
+        val_split: 0.05
+    - vicuna:
+        val_split: 0.05
+        max_val_set: 800
+        fraction: 0.4
+    - dolly15k:
+        val_split: 0.05
+        max_val_set: 300
+    - grade_school_math_instructions:
+        val_split: 0.05
+    - code_alpaca:
+        val_split: 0.05
+        max_val_set: 250
+    - red_pajama:
+        fraction: 0.05
+        max_val_set: 1000
+    - wizardlm_70k:
+        val_split: 0.05
+        max_val_set: 500
+        fraction: 0.4
+    - poem_instructions:
+        fraction: 0.5
+        val_split: 0.025
+```