Language Model Training Illustration
$10-30 USD
Pagado a la entrega
Layout Overview
The image consists of three main steps for training a model, each placed side-by-side, from left to right. Each step explains a distinct part of the process to train a language model. The steps are visually segmented and labeled, containing text blocks, arrows, and icons.
Step 1: Collect Demonstration Data and Train a Supervised Policy
Header:
"Step 1" is written at the top.
The description is: "Collect demonstration data and train a supervised policy."
Content Block:
A prompt is sampled from the prompt dataset.
Icon Block: There is a green rectangular box with the text "Explain reinforcement learning to a 6-year-old." This represents a sample prompt.
The prompt leads down to another block with the following text: "A labeler demonstrates the desired output behavior."
Arrow and Explanation:
There is an arrow pointing down from the labeler box.
Final Output: The text states: "This data is used to fine-tune GPT-3.5 with supervised learning."
Step 2: Collect Comparison Data and Train a Reward Model
Header:
"Step 2" is written at the top.
The description is: "Collect comparison data and train a reward model."
Content Block:
A prompt is sampled, along with several model outputs.
Icon Block: There is a green box, again containing the sample prompt "Explain reinforcement learning to a 6-year-old."
Below this, several output samples are illustrated visually in a block.
The labeler then ranks these outputs from best to worst.
Arrow and Explanation:
An arrow points downward from the rank block.
Final Output: The text states: "This data is used to train our reward model."
Step 3: Optimize a Policy Against the Reward Model Using the PPO Reinforcement Learning Algorithm
Header:
"Step 3" is written at the top.
The description is: "Optimize a policy against the reward model using the PPO reinforcement learning algorithm."
Content Block:
A new prompt is sampled from the dataset.
Icon Block: A green rectangular box has the prompt: "Write a story about otters."
Below, there is an arrow pointing to a series of steps:
The PPO model is initialized from the supervised policy.
Policy generates an output.
Reward Model calculates a reward for the output.
Loop Structure:
An arrow loop visually indicates an iterative update process:
"The reward is used to update the policy using PPO."
Summary
Each step (1, 2, and 3) explains the sequential process of training the language model. Step 1 focuses on supervised learning using demonstration data, Step 2 on training a reward model via ranking, and Step 3 on optimizing the policy using reinforcement learning.
The steps are divided visually into three vertical segments with arrows guiding the sequence of actions. The green boxes provide specific prompts to illustrate examples at different phases of training.
Nº del proyecto: #38815450
Sobre el proyecto
Adjudicado a:
Hello I can start on this project immediately. I have a few questions about the requirements. Could we discuss them over chat? I look forward to hearing from you soon.
24 freelancers están ofertando un promedio de $25 por este trabajo
Hello whitneyc6, I understand that you are looking for a detailed illustration that visually represents the process of training a language model in three distinct steps. With over 5 years of experience in graphic desi Más
Hi there, Your job listing for 'Language Model Training Illustration' captured my attention due to its alignment with my skill set. After a thorough review of the requirements, I am certain that I can deliver your p Más
Hi there, I've seen your job post * Language Model Training Illustration * and yes I’m excited to bring your brand to life with captivating graphic designs and engaging social media content that truly reflect your v Más
Hello whitneyc6, As a Senior Creative Graphic Designer, I’ll complete Language Model Training Illustration and deliver an initial draft within 6 to 7 hours at no cost. I’ll also share examples of my creative work in Más
✨ whitneyc6 I will do Language Model Training Illustration ✨ Hi, whitneyc6 ! Your project description caught my attention "Language Model Training Illustration", and I've taken the time to thoroughly review it. As Más
Hi whitneyc6, i read your Project description It is very easy for me and I can complete your project according your requirements in next few hrs. You can award and send me details to start immediately. We are an expe Más
Hello!! Do you need to create a visually structured layout for the training process? I can design a step-by-step diagram with icons and clear explanations to showcase the sequence of actions in model training. As a se Más
⭐ Verified UAE Agency ⭐Get a DRAFT within 3 hours⭐ Unlimited revision Hello whitneyc6! I've reviewed your project and understand you need a skilled designer for "Language Model Training Illustration" as per your req Más
With my extensive experience in Graphic Design and Illustration, I can bring your Language Model Training project to life with engaging and informative visuals. I understand the intricacies of transforming complex proc Más
Hello whitneyc6 I would be glad to assist you with Graphic Design, Logo Design, Illustrator, Illustration . With over five years of experience in this field, I am confident in my ability to deliver valuable insights Más
