Views
No views yet



1import torch
2from transformers import AutoModelForCausalLM, AutoTokenizer
3
4system_prompt = """You are Skywork-o1, a thinking model developed by Skywork AI, specializing in solving complex problems involving mathematics, coding, and logical reasoning through deep thought. When faced with a user's request, you first engage in a lengthy and in-depth thinking process to explore possible solutions to the problem. After completing your thoughts, you then provide a detailed explanation of the solution process in your response."""
5
6# An Example Case
7problem = "Jane has 12 apples. She gives 4 apples to her friend Mark, then buys 1 more apple, and finally splits all her apples equally among herself and her 2 siblings. How many apples does each person get?"
8
9user_message = problem
10
11conversation = [
12 {
13 "role": "system",
14 "content": system_prompt
15 },
16 {
17 "role": "user",
18 "content": user_message
19 }
20]
21
22model_name = "Skywork-o1-Open-Llama3.1-8B"
23model = AutoModelForCausalLM.from_pretrained(
24 model_name,
25 torch_dtype="auto",
26 device_map="auto"
27)
28
29tokenizer = AutoTokenizer.from_pretrained(model_name)
30
31input_ids = tokenizer.apply_chat_template(
32 conversation,
33 tokenize=True,
34 add_generation_prompt=True,
35 return_tensors="pt").to(model.device)
36
37generation = model.generate(
38 input_ids=input_ids,
39 max_new_tokens=2048,
40 do_sample=False,
41 pad_token_id=128009,
42 temperature=0)
43
44completion = tokenizer.decode(
45 generation[0][len(input_ids[0]):],
46 skip_special_tokens=True,
47 clean_up_tokenization_spaces=True)
48
49print(completion)Input: 一项工程,山东队独做需15天完成,江苏队独做需10天完成。两队合作,几天可以完成?Output: 好的,让我们来解决这个有趣的工程问题。我会用轻松的语气,一步步地分析这个问题。
首先,让我们理解一下题目给出的信息:
1. 山东队独做需要15天完成工程
2. 江苏队独做需要10天完成工程
现在,我们需要找出两队合作时的完成时间。让我们从每队的工作效率开始分析:
1. 山东队的效率:
15天完成1个工程,所以每天完成的工程量是 1/15
2. 江苏队的效率:
10天完成1个工程,所以每天完成的工程量是 1/10
稍等,让我们再检查一下这个计算...没错,这个计算是正确的。
现在,两队合作时,每天完成的工程量是两队效率的和:
1/15 + 1/10 = 2/30 + 3/30 = 5/30 = 1/6
这意味着每天两队合作完成的工程量是1/6。
接下来,我们需要计算完成1个工程需要多少天。我们可以用以下等式:
(1/6) × x = 1
解这个等式:
x = 1 ÷ (1/6) = 6
所以,两队合作完成工程需要6天。
让我们再验证一下:
- 6天 × (1/6) = 1
- 这确实等于1,说明我们的计算是正确的。
因此,最终答案是:两队合作完成工程需要6天。Input: Determine the value of $y$ in its simplest form, where $y = \frac{p + q\sqrt{r}}{s}$, given that $\frac{7y}{5} - 2 = \frac{4}{y}$, and $p, q, r, s$ are integers. What is $\frac{pqr}{s}$?Output: To determine the value of \( y \) in the form \( y = \frac{p + q\sqrt{r}}{s} \), we start with the given equation:
\[
\frac{7y}{5} - 2 = \frac{4}{y}
\]
First, we eliminate the denominators by multiplying both sides of the equation by \( 5y \):
\[
7y^2 - 10y = 20
\]
Next, we rearrange the equation to set it to zero:
\[
7y^2 - 10y - 20 = 0
\]
We solve this quadratic equation using the quadratic formula \( y = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \), where \( a = 7 \), \( b = -10 \), and \( c = -20 \). Plugging in these values, we get:
\[
y = \frac{-(-10) \pm \sqrt{(-10)^2 - 4 \cdot 7 \cdot (-20)}}{2 \cdot 7} = \frac{10 \pm \sqrt{100 + 560}}{14} = \frac{10 \pm \sqrt{660}}{14}
\]
We simplify \( \sqrt{660} \) as follows:
\[
\sqrt{660} = \sqrt{4 \cdot 165} = 2\sqrt{165}
\]
Substituting this back into the quadratic formula, we have:
\[
y = \frac{10 \pm 2\sqrt{165}}{14} = \frac{5 \pm \sqrt{165}}{7}
\]
Since we are asked for the value of \( y \) in the form \( \frac{p + q\sqrt{r}}{s} \), we can choose either the positive or negative root. Let's take the positive root for simplicity:
\[
y = \frac{5 + \sqrt{165}}{7}
\]
Here, \( p = 5 \), \( q = 1 \), \( r = 165 \), and \( s = 7 \). We need to find the value of \( \frac{pqr}{s} \):
\[
\frac{pqr}{s} = \frac{5 \cdot 1 \cdot 165}{7} = \frac{825}{7}
\]
Thus, the final answer is:
\[
\boxed{\frac{825}{7}}
\]Input: 火药∶鞭炮∶二踢脚 可以对应下列选项中的:A.乌铁∶刀具∶三棱刀\nB.红砖∶建筑∶四合院\nC.清水∶白酒∶五粮液\nD.杉木∶乐器∶六弦琴Output: 好的,让我们一起来解决这个逻辑关系题。我们需要找出与"火药∶鞭炮∶二踢脚"最相似的关系。
首先,让我们分析给定的关系:
火药 → 鞭炮 → 二踢脚
1. 火药是制作鞭炮的原料。
2. 鞭炮是由火药制成的。
3. 二踢脚是鞭炮的一种。
现在,让我们逐个检查选项:
A. 乌铁∶刀具∶三棱刀
乌铁是制作刀具的原料,刀具是由乌铁制成的,三棱刀是刀具的一种。
这个关系看起来很相似!
B. 红砖∶建筑∶四合院
红砖是建筑的一种材料,但不是所有建筑都用红砖。
四合院是建筑的一种,但不是所有建筑都叫四合院。
这个关系不太匹配。
C. 清水∶白酒∶五粮液
清水是制作白酒的原料,白酒是由清水制成的。
但是五粮液是白酒的一种,而不是白酒的原料。
这个关系不太匹配。
D. 杉木∶乐器∶六弦琴
杉木是制作乐器的原料,乐器是由杉木制成的。
但是六弦琴是乐器的一种,而不是乐器的原料。
这个关系也不太匹配。
稍等,让我再仔细思考一下...
在重新审视这些选项后,我更加确信A选项是最佳答案。让我解释一下为什么:
1. 乌铁作为原料,刀具作为产品,三棱刀作为具体产品的关系,与火药、鞭炮、二踢脚的关系最为相似。
2. 每个选项都遵循了"原料 → 产品 → 具体产品"的模式。
3. 其他选项要么缺少了原料和产品的关系(如B和C),要么将产品和具体产品的关系颠倒了(如D)。
因此,最终答案是:A. 乌铁∶刀具∶三棱刀。
这个选项最准确地反映了原始关系中的逻辑结构。Input: How many `r`s in strawberry?Ouput: To determine how many `r`s are in the word "strawberry," we will follow a step-by-step approach:
1. **Identify the word**: The word we need to analyze is "strawberry."
2. **List each letter**: Write down each letter in the word to ensure we don't miss any.
- s
- t
- r
- a
- w
- b
- e
- r
- r
- y
3. **Count the occurrences of `r`**: Now, we count how many times the letter `r` appears in the list.
- The first `r` is in the third position.
- The second `r` is in the seventh position.
- The third `r` is in the ninth position.
4. **Verify the count**: Double-check that we have counted all the `r`s correctly and haven't missed any or counted any other letters as `r`.
After following these steps, we find that there are three `r`s in the word "strawberry."
Therefore, the number of `r`s in strawberry is \(\boxed{3}\).Input: Given an array of integers `nums` with a length of `n` and an integer `k`, please determine if there exist two adjacent subarrays of length `k` that are strictly increasing. Specifically, you need to check if there are two subarrays starting from indices `a` and `b` (where `a < b`) that meet the following conditions:
- Both subarrays `nums[a..a + k - 1]` and `nums[b..b + k - 1]` are strictly increasing.
- These two subarrays must be adjacent, meaning `b = a + k`.
If such two subarrays can be found, return `true`; otherwise, return `false`.
A subarray is a contiguous sequence of elements within an array.
Example 1:
Input: `nums = [2,5,7,8,9,2,3,4,3,1]`, `k = 3`
Output: `true`
Explanation:
The subarray starting from index 2 is `[7,8,9]`, which is strictly increasing. The subarray starting from index 5 is `[2,3,4]`, which is also strictly increasing. The two subarrays are adjacent, so the result is `true`.
Example 2:
Input: `nums = [1,2,3,4,4,4,4,5,6,7]`, `k = 5`
Output: `false`
Hints:
- `2 <= nums.length <= 1000`
- `1 <= 2 * k <= nums.length`
- `-1000 <= nums[i] <= 1000`
Please output the answer in the following format: Output: ### Planning Phase
#### Key Steps:
1. **Iterate through the array**: Start from the first element and check every possible starting point for a subarray of length `k`.
2. **Check for strictly increasing subarray**: For each starting point, check if the subarray of length `k` is strictly increasing.
3. **Check the next subarray**: If the current subarray is strictly increasing, check if the next subarray of length `k` starting from the next element is also strictly increasing.
4. **Return the result**: If both subarrays are strictly increasing and adjacent, return `true`. If no such pair is found after checking all possible starting points, return `false`.
#### Important Considerations:
- **Edge Cases**:
- Arrays with fewer than `2*k` elements.
- Arrays where no subarray of length `k` is strictly increasing.
- Arrays where multiple subarrays of length `k` are strictly increasing, but none are adjacent.
- **Pitfalls**:
- Ensure that the subarrays are strictly increasing, not just non-decreasing.
- Handle cases where the array length is exactly `2*k`.
### Code Solution
class Solution(object):
def hasincreasingSubarrays(self, nums, k):
# Iterate through the array, stopping at the point where the next subarray would go out of bounds
for i in range(len(nums) - k + 1):
# Check if the current subarray is strictly increasing
is_increasing = True
for j in range(1, k):
if nums[i + j] <= nums[i + j - 1]:
is_increasing = False
break
# If the current subarray is strictly increasing, check the next subarray
if is_increasing:
# Check if the next subarray is strictly increasing
for j in range(1, k):
if nums[i + k + j] <= nums[i + k + j - 1]:
break
else:
# If the next subarray is also strictly increasing, return True
return True
# If no such pair of subarrays is found, return False
return False
### Solution Explanation
#### Detailed Explanation:
1. **Iterate through the array**:
- We use a loop to iterate through the array from the first element to the point where the next subarray of length `k` would go out of bounds (`len(nums) - k + 1`).
2. **Check for strictly increasing subarray**:
- For each starting index `i`, we check if the subarray `nums[i:i+k]` is strictly increasing.
- We use a nested loop to compare each element with the previous one. If any element is not greater than the previous one, we set `is_increasing` to `False` and break out of the loop.
3. **Check the next subarray**:
- If the current subarray is strictly increasing, we then check the next subarray starting from `i + k`.
- We use another nested loop to check if `nums[i+k:i+2*k]` is strictly increasing.
- If the next subarray is also strictly increasing, we return `True`.
4. **Return the result**:
- If we complete the loop without finding any such pair of subarrays, we return `False`.
#### Clarity and Breakdown:
- **Outer Loop**: The outer loop iterates through each possible starting point for a subarray of length `k`.
- **Inner Loop for Current Subarray**: The inner loop checks if the current subarray is strictly increasing.
- **Inner Loop for Next Subarray**: If the current subarray is strictly increasing, the inner loop checks if the next subarray is also strictly increasing.
- **Return True/False**: If both subarrays are strictly increasing and adjacent, we return `True`. If no such pair is found, we return `False`.
This approach ensures that we efficiently check all possible pairs of adjacent strictly increasing subarrays of length `k` in the given array.

@misc{skyworkopeno12024,
title={Skywork-o1 Open Series},
author={Skywork-o1 Team},
year={2024},
month={November},
howpublished={\url{https://huggingface.co/Skywork}},
url={https://huggingface.co/Skywork},
}