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Running
on
Zero
Update arena_elo/elo_rating/clean_battle_data.py
Browse files
arena_elo/elo_rating/clean_battle_data.py
CHANGED
@@ -21,42 +21,6 @@ from .basic_stats import get_log_files, NUM_SERVERS, LOG_ROOT_DIR
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from .utils import detect_language, get_time_stamp_from_date
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VOTES = ["tievote", "leftvote", "rightvote", "bothbad_vote"]
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IDENTITY_WORDS = [
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"vicuna",
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"lmsys",
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"koala",
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"uc berkeley",
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"open assistant",
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"laion",
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"chatglm",
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"chatgpt",
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"gpt-4",
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"openai",
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"anthropic",
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"claude",
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"bard",
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"palm",
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"lamda",
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"google",
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"llama",
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"qianwan",
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"alibaba",
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"mistral",
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"zhipu",
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"KEG lab",
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"01.AI",
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"AI2",
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"Tülu",
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"Tulu",
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"NETWORK ERROR DUE TO HIGH TRAFFIC. PLEASE REGENERATE OR REFRESH THIS PAGE.",
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"$MODERATION$ YOUR INPUT VIOLATES OUR CONTENT MODERATION GUIDELINES.",
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"API REQUEST ERROR. Please increase the number of max tokens.",
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"**API REQUEST ERROR** Reason: The response was blocked.",
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"**API REQUEST ERROR**",
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]
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for i in range(len(IDENTITY_WORDS)):
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IDENTITY_WORDS[i] = IDENTITY_WORDS[i].lower()
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def parse_model_name(model_name):
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return NotImplementedError()
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@@ -79,23 +43,12 @@ def to_openai_format(messages):
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def replace_model_name(old_name, tstamp):
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replace_dict = {
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"bard": "palm-2",
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"claude-v1": "claude-1",
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"claude-instant-v1": "claude-instant-1",
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"oasst-sft-1-pythia-12b": "oasst-pythia-12b",
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"claude-2": "claude-2.0",
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"PlayGroundV2": "PlayGround V2",
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"PlayGroundV2.5": "PlayGround V2.5",
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"FluxTimestep": "FLUX1schnell",
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"FluxGuidance": "FLUX1dev"
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}
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if old_name in ["gpt-4", "gpt-3.5-turbo"]:
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if tstamp > 1687849200:
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old_name += "-0613"
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else:
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old_name += "-0314"
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if old_name in replace_dict:
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old_name = replace_dict[old_name]
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if "Flux" in old_name:
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@@ -198,32 +151,6 @@ def clean_battle_data(
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print(f"Model names mismatch: {models_public} vs {models_hidden}")
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ct_invalid += 1
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continue
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# # Detect langauge
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# state = row["states"][0]
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# if state["offset"] >= len(state["messages"]):
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# ct_invalid += 1
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# continue
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# lang_code = detect_language(state["messages"][state["offset"]][1])
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# # Drop conversations if the model names are leaked
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# leaked_identity = False
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# messages = ""
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# for i in range(2):
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# state = row["states"][i]
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# for turn_idx, (role, msg) in enumerate(
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# state["messages"][state["offset"] :]
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# ):
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# if msg:
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# messages += msg.lower()
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# for word in IDENTITY_WORDS:
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# if word in messages:
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# leaked_identity = True
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# break
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# if leaked_identity:
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# ct_leaked_identity += 1
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# continue
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def preprocess_model_name(m):
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if m == "Playground v2":
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@@ -239,7 +166,6 @@ def clean_battle_data(
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for _model in models:
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try:
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platform, model_name, task = _model.split("_")
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#platform, model_name, task = parse_model_name(_model)
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except ValueError:
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valid = False
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break
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@@ -251,21 +177,13 @@ def clean_battle_data(
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continue
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for i, _model in enumerate(models):
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platform, model_name, task = _model.split("_")
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#platform, model_name, task = parse_model_name(_model)
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models[i] = model_name
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# if not all(x.startswith("imagenhub_") and x.endswith("_edition") for x in models):
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# # print(f"Invalid model names: {models}")
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# ct_invalid += 1
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# continue
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# models = [x[len("imagenhub_"):-len("_edition")] for x in models]
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elif task_name == "t2i_generation":
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valid = True
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for _model in models:
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try:
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platform, model_name, task = _model.split("_")
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#platform, model_name, task = parse_model_name(_model)
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except ValueError:
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valid = False
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break
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@@ -277,24 +195,13 @@ def clean_battle_data(
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continue
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for i, _model in enumerate(models):
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platform, model_name, task = _model.split("_")
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#platform, model_name, task = parse_model_name(_model)
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models[i] = model_name
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# if not all("playground" in x.lower() or (x.startswith("imagenhub_") and x.endswith("_generation")) for x in models):
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# print(f"Invalid model names: {models}")
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# ct_invalid += 1
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# continue
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# models = [x[len("imagenhub_"):-len("_generation")] for x in models]
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# for i, model_name in enumerate(models):
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# mode
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# if model_name.startswith("imagenhub_"):
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# models[i] = model_name[len("imagenhub_"):-len("_generation")]
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elif task_name == "video_generation":
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valid = True
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for _model in models:
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try:
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platform, model_name, task = _model.split("_")
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#platform, model_name, task = parse_model_name(_model)
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except ValueError:
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valid = False
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break
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@@ -306,32 +213,17 @@ def clean_battle_data(
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continue
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for i, _model in enumerate(models):
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platform, model_name, task = _model.split("_")
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#platform, model_name, task = parse_model_name(_model)
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models[i] = model_name
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else:
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raise ValueError(f"Invalid task_name: {task_name}")
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# if "Flux" in models[0] or "Flux" in models[1]:
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# print(f"Invalid model names: {models}")
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# exit(1)
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models = [replace_model_name(m, row["tstamp"]) for m in models]
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# Exclude certain models
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if exclude_model_names and any(x in exclude_model_names for x in models):
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ct_invalid += 1
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continue
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# if models[0] not in model_infos or models[1] not in model_infos:
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# continue
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# # Exclude votes before the starting date
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# if model_infos and (model_infos[models[0]]["starting_from"] > row["tstamp"] or model_infos[models[1]]["starting_from"] > row["tstamp"]):
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# print(f"Invalid vote before the valid starting date for {models[0]} and {models[1]}")
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# ct_invalid += 1
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# continue
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if mode == "conv_release":
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# assert the two images are the same
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@@ -357,12 +249,6 @@ def clean_battle_data(
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question_id = row["states"][0]["conv_id"]
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# conversation_a = to_openai_format(
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# row["states"][0]["messages"][row["states"][0]["offset"] :]
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# )
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# conversation_b = to_openai_format(
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# row["states"][1]["messages"][row["states"][1]["offset"] :]
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# )
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ip = row["ip"]
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if ip not in all_ips:
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@@ -386,11 +272,7 @@ def clean_battle_data(
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model_b=models[1],
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winner=convert_type[row["type"]],
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judge=f"arena_user_{user_id}",
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# conversation_a=conversation_a,
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# conversation_b=conversation_b,
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# turn=len(conversation_a) // 2,
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anony=anony,
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# language=lang_code,
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tstamp=row["tstamp"],
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)
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)
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@@ -458,14 +340,6 @@ if __name__ == "__main__":
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print(battles[i])
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output = f"clean_battle_{args.task_name}_{cutoff_date}.json"
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elif args.mode == "conv_release":
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# new_battles = []
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# for x in battles:
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# if not x["anony"]:
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# continue
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# for key in []:
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# del x[key]
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# new_battles.append(x)
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# battles = new_battles
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output = f"clean_battle_{args.task_name}_conv_{cutoff_date}.json"
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with open(output, "w") as fout:
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from .utils import detect_language, get_time_stamp_from_date
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VOTES = ["tievote", "leftvote", "rightvote", "bothbad_vote"]
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def parse_model_name(model_name):
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return NotImplementedError()
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def replace_model_name(old_name, tstamp):
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replace_dict = {
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"PlayGroundV2": "PlayGround V2",
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"PlayGroundV2.5": "PlayGround V2.5",
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"FluxTimestep": "FLUX1schnell",
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"FluxGuidance": "FLUX1dev"
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}
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if old_name in replace_dict:
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old_name = replace_dict[old_name]
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if "Flux" in old_name:
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print(f"Model names mismatch: {models_public} vs {models_hidden}")
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ct_invalid += 1
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continue
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def preprocess_model_name(m):
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if m == "Playground v2":
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for _model in models:
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try:
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platform, model_name, task = _model.split("_")
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except ValueError:
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valid = False
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break
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continue
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for i, _model in enumerate(models):
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platform, model_name, task = _model.split("_")
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models[i] = model_name
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elif task_name == "t2i_generation":
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valid = True
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for _model in models:
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try:
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platform, model_name, task = _model.split("_")
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except ValueError:
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valid = False
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break
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continue
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for i, _model in enumerate(models):
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platform, model_name, task = _model.split("_")
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models[i] = model_name
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elif task_name == "video_generation":
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valid = True
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for _model in models:
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try:
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platform, model_name, task = _model.split("_")
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except ValueError:
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valid = False
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break
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continue
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for i, _model in enumerate(models):
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platform, model_name, task = _model.split("_")
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models[i] = model_name
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else:
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raise ValueError(f"Invalid task_name: {task_name}")
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models = [replace_model_name(m, row["tstamp"]) for m in models]
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# Exclude certain models
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if exclude_model_names and any(x in exclude_model_names for x in models):
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ct_invalid += 1
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continue
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if mode == "conv_release":
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# assert the two images are the same
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question_id = row["states"][0]["conv_id"]
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ip = row["ip"]
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if ip not in all_ips:
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model_b=models[1],
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winner=convert_type[row["type"]],
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judge=f"arena_user_{user_id}",
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anony=anony,
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tstamp=row["tstamp"],
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)
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)
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print(battles[i])
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output = f"clean_battle_{args.task_name}_{cutoff_date}.json"
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elif args.mode == "conv_release":
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output = f"clean_battle_{args.task_name}_conv_{cutoff_date}.json"
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with open(output, "w") as fout:
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