CooperW commited on
Commit
451bffc
1 Parent(s): dfd3ded

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +25 -0
README.md ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ datasets:
4
+ - CooperW/jadidi
5
+ base_model:
6
+ - unsloth/gemma-2-27b-bnb-4bit
7
+ ---
8
+ This model has been trained for binary classification of the TON-Iot Network dataset.
9
+
10
+ Refer to adapter_config.json for LoRa Parameters.
11
+
12
+ Key Training Params:
13
+ * Steps: 100
14
+ * Batch Size: 64
15
+ * Optimizer: Adam_8bit
16
+ * lr_schedular: cosine_with_restarts
17
+ * lr_scheduler_kwargs = { "num_cycles": len(trainer.get_train_dataloader()) / 100 }
18
+
19
+ The datasets are an 80/20 partition of the TON-Iot Network dataset.
20
+
21
+ Train Dataset:
22
+ * train_network.jsonl
23
+
24
+ Test Dataset:
25
+ * test_network.jsonl