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Model: saadxsalman/ss-medical-moe Source: Original Platform
2026-07-09 23:06:25 +08:00
commit c66cd5146c
13 changed files with 265 additions and 0 deletions
--- a/moe_config.json
+++ b/moe_config.json
@@ -0,0 +1,35 @@
+{
+  "base_model": "meta-llama/Llama-3.2-1B",
+  "hidden_size": 2048,
+  "ffn_hidden": 4096,
+  "lora_r": 16,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "lora_targets": [
+    "q_proj",
+    "v_proj",
+    "k_proj",
+    "o_proj"
+  ],
+  "num_experts": 4,
+  "top_k": 2,
+  "dataset_name": "Malikeh1375/medical-question-answering-datasets",
+  "dataset_subset": "all-processed",
+  "num_samples": 15000,
+  "max_length": 256,
+  "batch_size": 2,
+  "grad_accum": 16,
+  "warmup_ratio": 0.1,
+  "val_split": 0.1,
+  "save_path": "/kaggle/working/llama_moe_medical",
+  "model_type": "llama-3.2-1b-lora-moe",
+  "lora_merged": true,
+  "hf_username": "saadxsalman",
+  "repo_id": "saadxsalman/ss-medical-moe",
+  "domain_experts": {
+    "expert_1": "Symptoms & Diagnosis",
+    "expert_2": "Drug Interactions",
+    "expert_3": "Anatomy & Physiology",
+    "expert_4": "Treatment & Procedures"
+  }
+}