updated style mimciking fine tuning

2025-08-13 23:50:20 +00:00
parent 8847035d12
commit 1b46270afa
83 changed files with 2537260 additions and 378 deletions
@@ -0,0 +1,33 @@
+{
+  "model_name": "unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit",
+  "max_seq_length": 2048,
+  "dtype": null,
+  "load_in_4bit": true,
+  "hf_token": null,
+  "num_epochs": 3,
+  "batch_size": 4,
+  "learning_rate": 0.0002,
+  "weight_decay": 0.01,
+  "warmup_steps": 5,
+  "max_steps": 60,
+  "gradient_accumulation_steps": 4,
+  "lr_scheduler_type": "linear",
+  "seed": 3407,
+  "model_output_dir": "./models/styling",
+  "data_output_dir": "./data/processed/styling/formal",
+  "dataset_path": "./data/processed/styling/formal",
+  "style_instruction": "Rewrite the following text in a formal style",
+  "lora_r": 16,
+  "lora_alpha": 16,
+  "lora_dropout": 0,
+  "target_modules": [
+    "q_proj",
+    "k_proj",
+    "v_proj",
+    "o_proj",
+    "gate_proj",
+    "up_proj",
+    "down_proj"
+  ],
+  "output_dir": "./outputs"
+}