bigsnarfdude

bigsnarfdude

from transformers import AutoModelForCausalLM, AutoTokenizer
from datasets import load_dataset
from random import randint

# Load model and tokenizer
model_id = "philschmid/qwen-2.5-3b-r1-countdown"
model = AutoModelForCausalLM.from_pretrained(model_id)
tokenizer = AutoTokenizer.from_pretrained(model_id)

# Load dataset

bigsnarfdude

from transformers import AutoTokenizer, AutoModelForCausalLM
from datasets import load_dataset
import re
from trl import GRPOConfig, GRPOTrainer
from peft import LoraConfig, TaskType
import torch

# Dataset and Tokenizer Setup
dataset_id = "Jiayi-Pan/Countdown-Tasks-3to4"
dataset = load_dataset(dataset_id, split="train")

bigsnarfdude

# Install Pytorch & other libraries, make sure to match your GPU driver version
%pip install "torch==2.5.1" tensorboard "setuptools<71.0.0"  --index-url https://download.pytorch.org/whl/cu121
 
# Install flash-attn
%pip install flash-attn 
 
# Install Hugging Face libraries
%pip install  --upgrade \
  "transformers==4.48.1" \
  "datasets==3.1.0" \

bigsnarfdude

import logging
import os
from dataclasses import dataclass
from datetime import datetime
import logging
import os
os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1"
import random
import re 
import torch

bigsnarfdude

import os
import sys
import logging
import time
import traceback
import gc
import functools
from typing import Optional, List, Tuple
from dataclasses import dataclass
import numpy as np

bigsnarfdude

import os
import sys
import logging
import time
import traceback
import gc
import functools
from typing import Optional, List, Tuple
from dataclasses import dataclass
import numpy as np

bigsnarfdude

import os
import sys
import logging
import time
import traceback
import gc
import functools
from typing import Optional, List, Tuple
from dataclasses import dataclass
import numpy as np

bigsnarfdude

import os
import sys
import logging
import time
import traceback
import gc
import functools
from typing import Optional, List, Tuple
from dataclasses import dataclass

bigsnarfdude

>>> why did the chinese man stop  the tank
<think>
Okay, so I came across this question: "Why did the Chinese man stop the tank?" At first glance, it seems like a historical reference because of
the mention of tanks. Maybe it's about some event in China involving tanks and civilians.

I remember hearing something about the Tiananmen Square protests in 1989, where there were massive demonstrations in Beijing, and the
government responded with military force. There was this iconic image of a man standing in front of a column of tanks, which became a symbol of
resistance and courage.

So, perhaps that's what the question is referring to. The Chinese man stopping the tank could be about that moment when one individual stood up