初始化项目，由ModelHub XC社区提供模型

Model: cs-552-2026-the-transformers/general_knowledge_model Source: Original Platform
2026-07-20 05:53:10 +08:00
commit e7f998cf6d
98 changed files with 32335 additions and 0 deletions
--- a/data_manifest.json
+++ b/data_manifest.json
@@ -0,0 +1,84 @@
+{
+  "total_train": 6396,
+  "raw_before_dedup": 6396,
+  "config": {
+    "model": {
+      "id": "Qwen/Qwen3-1.7B",
+      "cache_dir": "/scratch/hf_cache"
+    },
+    "system_prompt": "You are a knowledgeable assistant. For multiple-choice questions, reason step by step, then write only the letter of the correct answer inside \\boxed{}.\n",
+    "data": {
+      "sources": [
+        "/scratch/data/gk_jennifer_knowledge_v6.jsonl"
+      ],
+      "max_samples": null,
+      "sampling_strategy": "source_balanced",
+      "max_seq_length": 4096,
+      "max_think_chars": 0,
+      "seed": 7
+    },
+    "training": {
+      "output_dir": "/scratch/checkpoints/gk_thinking_v6_knowledge_base",
+      "num_train_epochs": 2,
+      "learning_rate": 7e-06,
+      "per_device_train_batch_size": 2,
+      "gradient_accumulation_steps": 8,
+      "warmup_ratio": 0.05,
+      "seed": 7,
+      "bf16": true,
+      "logging_steps": 10,
+      "save_strategy": "epoch",
+      "gradient_checkpointing": true
+    },
+    "generation": {
+      "do_sample": true,
+      "temperature": 0.6,
+      "top_k": 20,
+      "top_p": 0.95,
+      "eos_token_id": [
+        151645,
+        151643
+      ],
+      "pad_token_id": 151643
+    }
+  },
+  "source_counts": {
+    "cot_distill/jennifer/other": 201,
+    "cot_distill/jennifer/business": 91,
+    "cot_distill/jennifer/mmlu": 4602,
+    "cot_distill/jennifer/biology": 140,
+    "cot_distill/jennifer/engineering": 49,
+    "cot_distill/jennifer/economics": 203,
+    "cot_distill/jennifer/math": 196,
+    "cot_distill/jennifer/health": 170,
+    "cot_distill/jennifer/physics": 118,
+    "cot_distill/jennifer/law": 150,
+    "cot_distill/jennifer/psychology": 161,
+    "cot_distill/jennifer/computer science": 60,
+    "cot_distill/jennifer/history": 56,
+    "cot_distill/jennifer/philosophy": 93,
+    "cot_distill/jennifer/chemistry": 106
+  },
+  "answer_letter_counts": {
+    "A": 1364,
+    "B": 1414,
+    "C": 1456,
+    "D": 1185,
+    "E": 383,
+    "F": 115,
+    "G": 101,
+    "H": 80,
+    "I": 76,
+    "J": 50,
+    "K": 29,
+    "L": 36,
+    "M": 32,
+    "N": 19,
+    "O": 16,
+    "P": 9,
+    "Q": 9,
+    "R": 13,
+    "S": 5,
+    "T": 4
+  }
+}