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openfree 
posted an update 5 days ago
Post
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🧠 ThinkFlow: The Revolutionary Platform That Gives LLMs the Power to Think 🚀

Hello AI community! We're excited to introduce you to ThinkFlow, an innovative service that transforms how language models solve problems. 🎉
VIDraft/ThinkFlow-llama

✨ What is ThinkFlow?
ThinkFlow is a groundbreaking platform that automatically applies step-by-step reasoning capabilities to existing LLM models without any modifications. It makes complex problem-solving transparent, allowing you to witness the model's thought process in real-time.

🔍 Key Features

Reasoning Without Model Modifications: Add step-by-step reasoning while utilizing existing LLMs as they are ⚙️
Visualized Thinking Process: See exactly how the model analyzes and solves problems 👁️
Before & After Comparison: Compare standard responses with reasoning-enhanced outputs in real-time 📊
Improved Accuracy: Deliver more accurate solutions for complex math and logic problems 📈
Educational Value: Teach students systematic approaches to problem-solving 👨‍🏫
User-Friendly Interface: Intuitive and easy-to-use UI for seamless experience 🖥️

💡 What Problems Can It Solve?
ThinkFlow is particularly effective for various domains including:

Complex mathematical problems 🧮
Logic puzzles 🧩
Questions requiring multi-step reasoning 🤔
Scientific analysis challenges 🔬
Complex decision-making processes 📝

👨‍💻 Technical Details
ThinkFlow is built on the meta-llama/Llama-3.1-8B-Instruct model and uses carefully designed prompt chains to guide the model through step-by-step thinking. Each reasoning step builds upon the results of previous steps, culminating in a comprehensive final answer.

💬 Join Our Community!
If you have questions or suggestions about ThinkFlow, join our Discord community: https://discord.gg/openfreeai
Let's build better AI reasoning experiences together! 💪

#AI #LLM #ReasoningAI #ThinkFlow #HuggingFace #OpenSource #AIEducation
This comment has been hidden (marked as Off-Topic)

Мне непонятно, почему мой прошлый комментарий был скрыт из-за того, что он, типа, не по теме.

Я просто в комментарии сказал, что то, как работает ThinkFlow, использует тот же замысел, что и Vinci KPU от Maisa AI.
Вы же не будете отрицать то, что они появились намного раньше с этой идеей? В пустоте не появляется конкуренция. Я просто показал, с чем можно сравнить ThinkFlow.

Идея-то одна и та же: сделать из любой нерассуждающей LLM-модели рассуждающую, используя запрограммированный отдельный механизм для создания рассуждений.

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I don't speak Russian at all, and I'm neither familiar with nor interested in the Vinci KPU that you mentioned.
My current interest lies in ideas derived from "Key-Value (KV) Cache" related papers published on Arxiv.org and similar platforms. I've developed source code and made it freely available with the hope that it will benefit other developers.
Additionally, my posts often attract unwanted promotional comments. Therefore, I kindly ask that contentious or off-topic comments be avoided.
Thank you.

This concept is very good and I suggest running two models, one stronger and better model and one smaller and very fast model like 200 tokens per second, which can then generate the context followed up by the larger LLM response using that context.

Before (Original)
Original Model (No Reasoning)

How many times does the letter 'r' appear in the word 'strawberry'?

The word strawberry' contains 2 occurrences of the letter 'r'.

After (Thinking)
Model with Reasoning

How many times does the letter 'r' appear in the word 'strawberry'?Now, I need to understand the following

In my opinion

Let me verify if the following is correct

Also, I should remember that

Another point to note is

And I also remember the following fact

Now I think I understand sufficiently
Based on my reasoning process so far, I will answer the original question in the language it was asked:
How many times does the letter 'r' appear in the word 'strawberry'?

Here is the conclusion I've reasoned:

'In my opinion' - This phrase is an idiomatic expression used to introduce a personal viewpoint or judgment.
'Let me verify if the following is correct' - This phrase is used to confirm or check the accuracy of something.
'Also, I should remember that' - This phrase is used to add an additional point or reminder, often used to provide more context or information.
'Another point to note is' - This phrase is used to introduce a new point or observation, often used to highlight an important detail.
'And I also remember the following fact' - This phrase is used to add another piece of information or a reminder, often used to provide more context or clarification.
'Now I think I understand sufficiently' - This phrase is used to express that you believe you have a good enough understanding of a topic or concept, and you may be ready to move on or summarize what you have learned.
These phrases are all examples of transitional phrases, which are used to connect ideas, show relationships between thoughts, and provide a smooth flow of information in writing or speech.

Based on the above reasoning, my final answer:
Answer

💭 Thought Process

Now, I need to understand the following To find the number of times the letter 'r' appears in the word strawberry', we can break down the word into its individual letters:

S
T
R
A
W
B
E
R
R
Y
In the word strawberry', the letter 'r' appears 3 times.In my opinion To find the number of times the letter 'r' appears in the word strawberry', let's break down the word:

S
T
R
A
W
B
E
R
R
Y
The letter 'r' appears three times in the word strawberry'.

Now, let's discuss the phrase 'In my opinion'. This phrase is a common idiomatic expression used to introduce one's thoughts or feelings on a particular subject. The phrase is often used to signal that the speaker is about to share their subjective viewpoint or personal opinion on the matter.Let me verify if the following is correct To count the number of times the letter 'r' appears in the word strawberry', we can break down the word into its individual letters:

s-t-r-a-w-b-e-r-r-y

The letter 'r' appears 3 times in the word strawberry'.

Now, let's understand the phrases you mentioned:

"In my opinion": This is a common phrase used to express a personal viewpoint or judgment. It's often used to introduce a subjective statement or to convey a personal thought or feeling.
Example: "In my opinion, the best way to learn a new language is through immersion."

"Let me verify if the following is correct": This phrase is often used to indicate that you want to check or confirm the accuracy of something. It's a polite way to ask for confirmation or to double-check the information.
Example: "Let me verify if the following is correct: the capital of France is Paris, right?"Also, I should remember that To find the number of times the letter 'r' appears in the word strawberry', let's break down the word into its individual letters: s-t-r-a-w-b-e-r-r-y.

The letter 'r' appears 3 times in the word strawberry'.

Now, let's address the phrases you mentioned:

"In my opinion": This phrase is used to express a personal viewpoint or judgment. It's often used to introduce a subjective statement or to indicate that the speaker's opinion may not be universally shared.
"Let me verify if the following is correct": This phrase is used to indicate that you want to check or confirm the accuracy of something. It's often used to show that you're taking steps to ensure that the information is reliable or true.
"Also, I should remember that": This phrase is used to add additional information or to remind yourself of something. It's often used to provide context or to clarify a point that was previously made.Another point to note is To find the number of times the letter 'r' appears in the word strawberry', let's break it down:
The word strawberry' can be written as: s-t-r-a-w-b-e-r-r-y
The letter 'r' appears 3 times in the word strawberry'.
Now, let's look at the phrases you provided:

"In my opinion" is an idiomatic expression used to introduce a personal view or judgment.
"Let me verify if the following is correct" is a polite way of saying you want to check if something is accurate.
"Also, I should remember that" is a phrase used to add another point or reminder, often after discussing something related.
"Another point to note is" is a phrase used to introduce an additional point or observation, often after discussing something related.
These phrases are often used in writing and speaking to make the content more engaging and organized.And I also remember the following fact To find the number of times the letter 'r' appears in the word strawberry', let's break down the word:

s-t-r-a-w-b-e-r-r-y
The letter 'r' appears twice in the word strawberry'.

Now, let's look at the phrases you provided:

"In my opinion" is a phrase used to express one's thoughts or feelings about a particular subject.
"Let me verify if the following is correct" is a phrase used to confirm or check the accuracy of something.
"Also, I should remember that" is a phrase used to add additional information or to remind oneself of something important.
"Another point to note is" is a phrase used to introduce another important or relevant detail.
"And I also remember the following fact" is a phrase used to recall or mention an additional piece of information.
These phrases are all transitional phrases used to connect ideas, provide additional information, or to clarify a point. They are commonly used in writing and speech to make the communication more clear and organized.Now I think I understand sufficiently To answer your first question, let's break down the word strawberry' into individual letters: s-t-r-a-w-b-e-r-r-y.

The letter 'r' appears 3 times in the word strawberry'.

Now, let's address the phrases you provided:

'In my opinion' - This phrase is an idiomatic expression used to introduce a personal viewpoint or judgment.
'Let me verify if the following is correct' - This phrase is used to confirm or check the accuracy of something.
'Also, I should remember that' - This phrase is used to add an additional point or reminder, often used to provide more context or information.
'Another point to note is' - This phrase is used to introduce a new point or observation, often used to highlight an important detail.
'And I also remember the following fact' - This phrase is used to add another piece of information or a reminder, often used to provide more context or clarification.
'Now I think I understand sufficiently' - This phrase is used to express that you believe you have a good enough understanding of a topic or concept, and you may be ready to move on or summarize what you have learned.
These phrases are all examples of transitional phrases, which are used to connect ideas, show relationships between thoughts, and provide a smooth flow of information in writing or speech.

To find the answer to the original question, let's count the number of times the letter 'r' appears in the word strawberry'.

The word strawberry' can be broken down into its individual letters: S-T-R-A-W-B-E-R-R-Y.

Upon counting, we can see that the letter 'r' appears 3 times in the word strawberry'.

As for the provided phrases, you have correctly explained their meanings and uses in writing and speech. Transitional phrases like these help to organize ideas, establish relationships between thoughts, and provide clarity in communication.

Enter your question here.

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Looks like you're filling out some sort of template and the subject LLM got a bit confused by the template field headers when there was nothing to fill into the blanks?