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diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260504_235618/_tabbyflow_train.py b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260504_235618/_tabbyflow_train.py
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index 0000000000000000000000000000000000000000..80d6bcd905a2552418254e7993a13c8ef028f2cf
--- /dev/null
+++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260504_235618/_tabbyflow_train.py
@@ -0,0 +1,24 @@
+
+import os, shutil, subprocess, sys
+root = r"/workspace/ef-vfm"
+name = r"pipeline_c2"
+src = r"/work/output-Benchmark-trainonly-v1/c2/tabbyflow/tabbyflow-c2-20260504_235618/tabular_bundle/pipeline_c2"
+os.makedirs(os.path.join(root, "data", name), exist_ok=True)
+dst_data = os.path.join(root, "data", name)
+dst_syn = os.path.join(root, "synthetic", name)
+shutil.rmtree(dst_data, ignore_errors=True)
+shutil.copytree(src, dst_data)
+os.makedirs(dst_syn, exist_ok=True)
+for fn in ("real.csv", "test.csv", "val.csv"):
+    shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn))
+os.chdir(root)
+os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "")
+os.environ["EFVFM_SMOKE_STEPS"] = "200"
+os.environ["EFVFM_ADAPTER_TRAIN"] = "1"
+os.environ.setdefault("EFVFM_SAMPLE_BATCH_SIZE", "128")
+os.environ.setdefault("EFVFM_EVAL_NUM_SAMPLES", "512")
+subprocess.check_call([
+    sys.executable, "main.py",
+    "--dataname", name, "--mode", "train", "--gpu", "0",
+    "--no_wandb", "--exp_name", r"adapter_efvfm",
+])
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diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/_tabbyflow_gen.py b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/_tabbyflow_gen.py
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index 0000000000000000000000000000000000000000..2abd72581e9acd7bfd6ee9562649a40561fb1a8b
--- /dev/null
+++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/_tabbyflow_gen.py
@@ -0,0 +1,34 @@
+
+import os, shutil, subprocess, sys
+root = r"/workspace/ef-vfm"
+name = r"pipeline_c2"
+src = r"/work/output-Benchmark-trainonly-v1/c2/tabbyflow/tabbyflow-c2-20260505_000025/tabular_bundle/pipeline_c2"
+dst_data = os.path.join(root, "data", name)
+shutil.rmtree(dst_data, ignore_errors=True)
+shutil.copytree(src, dst_data)
+dst_syn = os.path.join(root, "synthetic", name)
+os.makedirs(dst_syn, exist_ok=True)
+for fn in ("real.csv", "test.csv", "val.csv"):
+    shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn))
+os.chdir(root)
+os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "")
+os.environ.setdefault("EFVFM_SAMPLE_BATCH_SIZE", "128")
+subprocess.check_call([
+    sys.executable, "main.py",
+    "--dataname", name, "--mode", "test", "--gpu", "0",
+    "--no_wandb", "--exp_name", r"adapter_efvfm",
+    "--ckpt_path", r"/workspace/ef-vfm/ef_vfm/ckpt/pipeline_c2/adapter_efvfm/model_500.pt",
+    "--num_samples_to_generate", str(int(1382)),
+])
+base = os.path.join(root, "ef_vfm", "result", name, r"adapter_efvfm")
+best = None
+best_t = -1.0
+for r, _, files in os.walk(base):
+    if "samples.csv" in files:
+        p = os.path.join(r, "samples.csv")
+        t = os.path.getmtime(p)
+        if t > best_t:
+            best_t, best = t, p
+if not best:
+    raise SystemExit("tabbyflow: no samples.csv in " + base)
+shutil.copy(best, r"/work/output-Benchmark-trainonly-v1/c2/tabbyflow/tabbyflow-c2-20260505_000025/tabbyflow-c2-1382-20260505_000530.csv")
diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/_tabbyflow_train.py b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/_tabbyflow_train.py
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index 0000000000000000000000000000000000000000..2defabb416384856808baa4bb09f230a248b9641
--- /dev/null
+++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/_tabbyflow_train.py
@@ -0,0 +1,24 @@
+
+import os, shutil, subprocess, sys
+root = r"/workspace/ef-vfm"
+name = r"pipeline_c2"
+src = r"/work/output-Benchmark-trainonly-v1/c2/tabbyflow/tabbyflow-c2-20260505_000025/tabular_bundle/pipeline_c2"
+os.makedirs(os.path.join(root, "data", name), exist_ok=True)
+dst_data = os.path.join(root, "data", name)
+dst_syn = os.path.join(root, "synthetic", name)
+shutil.rmtree(dst_data, ignore_errors=True)
+shutil.copytree(src, dst_data)
+os.makedirs(dst_syn, exist_ok=True)
+for fn in ("real.csv", "test.csv", "val.csv"):
+    shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn))
+os.chdir(root)
+os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "")
+os.environ["EFVFM_SMOKE_STEPS"] = "300"
+os.environ["EFVFM_ADAPTER_TRAIN"] = "1"
+os.environ.setdefault("EFVFM_SAMPLE_BATCH_SIZE", "128")
+os.environ.setdefault("EFVFM_EVAL_NUM_SAMPLES", "512")
+subprocess.check_call([
+    sys.executable, "main.py",
+    "--dataname", name, "--mode", "train", "--gpu", "0",
+    "--no_wandb", "--exp_name", r"adapter_efvfm",
+])
diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/gen_20260505_000530.log b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260505_000025/gen_20260505_000530.log
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