Gpt 3 playground online - Similar to ChatGPT, GPT-3 Playground cannot access data beyond 2021. Even though it is open for public use, its main use case is for developers who are exploring how they can use GPT-3 in their applications using OpenAI’s paid API. GPT-3 Playground Pricing. Although GPT-3 Playground is free to use, you first have to gain access to its API to ...

 
GPT-3. GPT-3 is a neural network trained by the OpenAI organization with significantly more parameters than previous generation models. There are several variations of GPT-3, which range from 125 to 175 billion parameters. The different variations allow the model to better respond to different types of input, such as a question & answer format .... Nail salons that

See full list on makeuseof.com Mar 27, 2023 · Jarvis.AI (Now Jasper AI) Jasper.Ai is an automated text generator tool based on GPT-3 technology . With Jasper, you can generate long and short content easily and in very little time. You can generate blogs, content, landing pages, different social media posts & advertisements, emails, and various descriptions. best gpt-3 text generator gpt-3 online text generator ai. Open AI Text Generator Playground. Open AI Text Generator. GPT-3 Text Generator Online – TalkToWalle. GPT-2 Text Generator is a GPT-2 based text generator that can be used to generate text from a given input. It is based on the GPT-2 model, which is a transformer-based machine learning ...Text Generation and AI Voices for Any Scenario. Copywriting made easy. Writing content is hard. It becomes even more challenging when you’re trying to write content that fits a character profile. With GPT-3 and ChatGPT, you can click a button, and generate well-written text to use for text-to-speech (TTS) in seconds.Jul 28, 2023 · OpenAI Playground provides GPT-3.5 and GPT-4 API services, including a free trial, application examples, and technical documentation. It helps developers quickly familiarize themselves with the workings of OpenAI’s APIs and build their own applications. Whether you are interested in natural language processing, computer vision, or robotics ... GPT-3. GPT-3 is a neural network trained by the OpenAI organization with significantly more parameters than previous generation models. There are several variations of GPT-3, which range from 125 to 175 billion parameters. The different variations allow the model to better respond to different types of input, such as a question & answer format ... Navigating The OpenAI API. Even though GPT-3 is arguably one of the most sophisticated and complex language models in the world, its capabilities are accessible via a simple "text-in-text-out" user interface. The first thing you need to get started with GPT-3 is getting access to the OpenAI API. ChatGPT is an AI-powered language model developed by OpenAI, capable of generating human-like text based on context and past conversations.ChatGPT is an AI-powered language model developed by OpenAI, capable of generating human-like text based on context and past conversations. The text generation API is backed by a large-scale unsupervised language model that can generate paragraphs of text. This transformer-based language model, based on the GPT-2 model by OpenAI, intakes a sentence or partial sentence and predicts subsequent text from that input. API Docs. QUICK START API REQUEST. curl \ -F 'text=YOUR_TEXT_URL ...i created an account last night, and experimented with the playground to help myself write a script with authentic (ironically, coming from an ai) human interactions. it’s working really well, i just don’t have the money right now for more credits, so is there any free alternatives?Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. GPT4Free has integrated the structure of ChatGPT to create a revolutionary, user-friendly platform. You can now interact with GPT4 & GPT3.5 without login constraints, API usage, or fees! Not only that, but our tool also provides you with an exciting free playground to experiment with ChatGPT and explore its limitless potential. 800+ ChatGPT and GPT-3 Examples, Demos, Apps, Showcase, and Generative AI Use-cases ... AI Playground. View details. Poetry. AI Poet. View details. Image Generation ... Enter your phone number and wait for their text. Enter the code that they texted to you. New accounts get $18 of credit for the API, which expire after three months. Each query should cost single digit cents to execute, so you can do a lot of experimentation without needing to spend any money.best gpt-3 text generator gpt-3 online text generator ai. Open AI Text Generator Playground. Open AI Text Generator. GPT-3 Text Generator Online – TalkToWalle. GPT-2 Text Generator is a GPT-2 based text generator that can be used to generate text from a given input. It is based on the GPT-2 model, which is a transformer-based machine learning ...Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. GPT-3 is currently the world’s most advanced language model AI (as of June 2022, when I’m writing this post) and I have been wanting to try it out for months. I’ve also been seeing it all over Twitter recently because people have been using it to generate 4chan greentexts. It used to be that you could only gain access after going through ...GPT4Free has integrated the structure of ChatGPT to create a revolutionary, user-friendly platform. You can now interact with GPT4 & GPT3.5 without login constraints, API usage, or fees! Not only that, but our tool also provides you with an exciting free playground to experiment with ChatGPT and explore its limitless potential. Jan 27, 2022 · The resulting InstructGPT models are much better at following instructions than GPT-3. They also make up facts less often, and show small decreases in toxic output generation. Our labelers prefer outputs from our 1.3B InstructGPT model over outputs from a 175B GPT-3 model, despite having more than 100x fewer parameters. That’s the basic information about OpenAI Playground. Just create an OpenAI account for login and use GPT-3 Playground online. You can adjust the settings of this web tool based on your query. Hope you could have a rough idea of Playground.What's GPT-3? Playgrounds. GPT Playgrounds to experiment with different AI models. Products. ... GPT-4 Playground. View details. Developer Tools. Humanloop. View details. The OpenAI API is powered by a diverse set of models with different capabilities and price points. You can also make customizations to our models for your specific use case with fine-tuning. Models. Description. GPT-4. A set of models that improve on GPT-3.5 and can understand as well as generate natural language or code. GPT-3.5. Dec 7, 2022 · <p>Last week, OpenAI made its “Playground” and chat functions using GPT-3 available to the general public. This piece will preview the significant risks of bias in the use of ChatGPT/Playground, respond to the use of GPT-3 to stymie regulation efforts, and show that AI can also explain pro-privacy and AI oversight questions like why emotion and facial recognition need to be banned.</p> Playground, or GPT-3, is a predictive language tool. In other words, it features AIs that are trained to complete or respond to whatever you type in the most authentic, "human" way possible. Test the EAI models. MODEL: GPT-J-6B. Model on Github. Prompt List. Try a classic prompt evaluated on other models. TOP-P. 0.9. Temperature. Using GPT-3 for digital human experiences. We’ve been huge fans of what GPT-3 can offer to the future of conversational AI since the natural language model launched in 2020. In a nutshell, GPT-3 has a transformer-based deep learning neural network architecture, and is trained on 45 TB of text data from datasets available on the internet, from ... The GPT-3 neural network is so large a model in terms of power and dataset that it exhibits qualitatively different behavior: you do not apply it to a fixed set of tasks which were in the training dataset, requiring retraining on additional data if one wants to handle a new task (as one would have to retrain GPT-2); instead, you interact with it, expressing any task in terms of natural ... DALL·E, GPT, Midjourney, Stable Diffusion, ChatGPT Prompt Marketplace Solving Problems, Saving Time, Creating Value. login Register as a prompt engineer. We are ... Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform.Playground, or GPT-3, is a predictive language tool. In other words, it features AIs that are trained to complete or respond to whatever you type in the most authentic, "human" way possible. The OpenAI API is powered by a diverse set of models with different capabilities and price points. You can also make customizations to our models for your specific use case with fine-tuning. Models. Description. GPT-4. A set of models that improve on GPT-3.5 and can understand as well as generate natural language or code. GPT-3.5. Apr 20, 2023 · In short, yes. GPT-3 is free and available for the public to use. You can access the model through the OpenAI Playground. And on this platform, you will have the choice to experiment with 12 variants of the model, all built for different purposes. For those who aren’t familiar, GPT-3 is the third-generation language model developed by OpenAI ... The OpenAI API is powered by a diverse set of models with different capabilities and price points. You can also make customizations to our models for your specific use case with fine-tuning. Models. Description. GPT-4. A set of models that improve on GPT-3.5 and can understand as well as generate natural language or code. GPT-3.5.Mar 28, 2022 · As demonstrated later on, for GPT-3 to differentiate between these applications, one only needs to provide brief context, at times just the ‘verbs’ for the tasks (e.g. Translate, Create). GPT-3 Playground is a virtue environment online that allows users to experiment with the GPT-3 API. It provides a web-based interface for users to enter ... GPT4Free has integrated the structure of ChatGPT to create a revolutionary, user-friendly platform. You can now interact with GPT4 & GPT3.5 without login constraints, API usage, or fees! Not only that, but our tool also provides you with an exciting free playground to experiment with ChatGPT and explore its limitless potential. Generate product names from a description and seed words. Python bug fixer. Find and fix bugs in source code. Spreadsheet creator. Create spreadsheets of various kinds of data. Tweet classifier. Detect sentiment in a tweet. Airport code extractor. Extract airport codes from text. Jak generować teksty z użyciem sztucznej inteligencji od OpenAI?W tym poradniku prezentuję absolutne podstawy używania GPT-3 (skupiam się na playground, bez ...To get started with GPT-3, OpenAI provides the Playground. The Playground is a web-based tool that makes it easy to test prompts and get familiar with how the API works. Just about everything you could do by calling the API (which we'll discuss in more detail later), you can also do in the Playground. Best of all, with the Playground, you can ... i created an account last night, and experimented with the playground to help myself write a script with authentic (ironically, coming from an ai) human interactions. it’s working really well, i just don’t have the money right now for more credits, so is there any free alternatives? GPT-3. Generative Pre-trained Transformer 3 ( GPT-3) is a large language model released by OpenAI in 2020. Like its predecessor GPT-2, it is a decoder-only transformer model of deep neural network, which uses attention in place of previous recurrence- and convolution-based architectures. [2] GPT-4 is OpenAI’s most advanced system, producing safer and more useful responses. Learn about GPT-4. Advanced reasoning. Creativity. Visual input. Longer context. With broad general knowledge and domain expertise, GPT-4 can follow complex instructions in natural language and solve difficult problems with accuracy.Mar 15, 2022 · The insert capability is available in the API today in beta, as part of the completions endpoint and via a new interface in Playground. The capability can be used with the latest versions of GPT-3 and Codex, text-davinci-002 and code-davinci-002. Pricing is the same as previous versions of Davinci. Mar 27, 2023 · Jarvis.AI (Now Jasper AI) Jasper.Ai is an automated text generator tool based on GPT-3 technology . With Jasper, you can generate long and short content easily and in very little time. You can generate blogs, content, landing pages, different social media posts & advertisements, emails, and various descriptions. Learn best practices for building with GPT models. Embeddings. Learn how to search, classify, and compare text. Speech to text. Learn how to turn audio into text. Image generation. Learn how to generate or edit images. Fine-tuning. Learn how to train a model for your use case. Jun 5, 2022 · Enter your phone number and wait for their text. Enter the code that they texted to you. New accounts get $18 of credit for the API, which expire after three months. Each query should cost single digit cents to execute, so you can do a lot of experimentation without needing to spend any money. Similar to ChatGPT, GPT-3 Playground cannot access data beyond 2021. Even though it is open for public use, its main use case is for developers who are exploring how they can use GPT-3 in their applications using OpenAI’s paid API. GPT-3 Playground Pricing. Although GPT-3 Playground is free to use, you first have to gain access to its API to ...GPT-3 Anywhere. Write blog posts on Medium or Wix or Wordpress using GPT-3. The power of ChatGPT on any website on Chrome. Just type the trigger /g followed by your prompt followed by /s and receive a completion from any model you have access to in OpenAI's playground -- including your own finetuned models!About PlaygroundAI. Playground AI uses Stable Diffusion or DALL-E to let you create any image from your imagination. With preset filters, you'll get outstanding results even if you're brand-new to AI art and image creation. Create up to 1,000 images a day for free.Medium – Where good ideas find you. - OpenAI聊天Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform.The OpenAI API is powered by a diverse set of models with different capabilities and price points. You can also make customizations to our models for your specific use case with fine-tuning. Models. Description. GPT-4. A set of models that improve on GPT-3.5 and can understand as well as generate natural language or code. GPT-3.5.Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform.DALL·E, GPT, Midjourney, Stable Diffusion, ChatGPT Prompt Marketplace Solving Problems, Saving Time, Creating Value. login Register as a prompt engineer. We are ...Using GPT-3 for digital human experiences. We’ve been huge fans of what GPT-3 can offer to the future of conversational AI since the natural language model launched in 2020. In a nutshell, GPT-3 has a transformer-based deep learning neural network architecture, and is trained on 45 TB of text data from datasets available on the internet, from ...Cómo usar GPT3, paso a paso. Si todavía no has probado GPT3, puedes probarlo ya mismo. Tan solo tienes que ir a su página oficial. Funciona online, así que no tendrás que instalar nada en tu ...Enter your phone number and wait for their text. Enter the code that they texted to you. New accounts get $18 of credit for the API, which expire after three months. Each query should cost single digit cents to execute, so you can do a lot of experimentation without needing to spend any money.「Playground」は、手軽に「GPT-3」を試すことができるWebページで、「OpenAI API」のベータ版のサイト内で提供されています。 「Playground」でのOpenAI APIの利用手順は次のとおりです。 (1) 「OpenAI API」のベータ版のサイトでログインし、「Playground」を開く。Sep 18, 2020 · For all tasks, GPT-3 is applied without any gradient updates or fine-tuning, with tasks and few-shot demonstrations specified purely via text interaction with the model. GPT-3 achieves strong performance on many NLP datasets, including translation, question-answering, and cloze tasks, as well as several tasks that require on-the-fly reasoning ... GPT-3 is a machine learning language model created by OpenAI, a leader in artificial intelligence. In short, it is a system that has consumed enough text (nearly a trillion words) that it is able to make sense of text, and output text in a way that appears human-like. I use 'text' here specifically, as GPT-3 itself has no intelligence –it ...Jul 28, 2023 · OpenAI Playground provides GPT-3.5 and GPT-4 API services, including a free trial, application examples, and technical documentation. It helps developers quickly familiarize themselves with the workings of OpenAI’s APIs and build their own applications. Whether you are interested in natural language processing, computer vision, or robotics ... A factor that might be related to one's experiences with a given GPT-3-powered site is what a given site uses for various GPT-3 settings such as temperature. For example, FitnessAI Knowledge seems to use a fairly low temperature setting, which is probably appropriate for answering questions in which accuracy is favored over creativity.The OpenAI API is powered by a diverse set of models with different capabilities and price points. You can also make customizations to our models for your specific use case with fine-tuning. Models. Description. GPT-4. A set of models that improve on GPT-3.5 and can understand as well as generate natural language or code. GPT-3.5.Jan 27, 2022 · The resulting InstructGPT models are much better at following instructions than GPT-3. They also make up facts less often, and show small decreases in toxic output generation. Our labelers prefer outputs from our 1.3B InstructGPT model over outputs from a 175B GPT-3 model, despite having more than 100x fewer parameters. Mar 25, 2021 · Viable helps companies better understand their customers by using GPT-3 to provide useful insights from customer feedback in easy-to-understand summaries. Using GPT-3, Viable identifies themes, emotions, and sentiment from surveys, help desk tickets, live chat logs, reviews, and more. It then pulls insights from this aggregated feedback and ... Jun 11, 2020 · OpenAI GPT-3. GPT-3 is an autoregressive language model (LLM) from OpenAI that uses deep learning to produce human-like text. It is the third-generation language prediction model in the GPT series created by OpenAI. Currently in its open beta phase, GPT-3 has garnered significant attention and acclaim for its unparalleled ability to understand ... To get started with GPT-3, OpenAI provides the Playground. The Playground is a web-based tool that makes it easy to test prompts and get familiar with how the API works. Just about everything you could do by calling the API (which we'll discuss in more detail later), you can also do in the Playground. Best of all, with the Playground, you can ...GPT-3. GPT-3 is a neural network trained by the OpenAI organization with significantly more parameters than previous generation models. There are several variations of GPT-3, which range from 125 to 175 billion parameters. The different variations allow the model to better respond to different types of input, such as a question & answer format ... OpenAI. Product, Announcements. ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in a prompt and provide a detailed response. We are excited to introduce ChatGPT to get users’ feedback and learn about its strengths and weaknesses. During the research preview, usage of ChatGPT is free.Oct 29, 2021 · Solving math word problems. We’ve trained a system that solves grade school math problems with nearly twice the accuracy of a fine-tuned GPT-3 model. It solves about 90% as many problems as real kids: a small sample of 9-12 year olds scored 60% on a test from our dataset, while our system scored 55% on those same problems. October 29, 2021. About PlaygroundAI. Playground AI uses Stable Diffusion or DALL-E to let you create any image from your imagination. With preset filters, you'll get outstanding results even if you're brand-new to AI art and image creation. Create up to 1,000 images a day for free.The GPT-3 neural network is so large a model in terms of power and dataset that it exhibits qualitatively different behavior: you do not apply it to a fixed set of tasks which were in the training dataset, requiring retraining on additional data if one wants to handle a new task (as one would have to retrain GPT-2); instead, you interact with it, expressing any task in terms of natural ... An overview of the best Developer Tools tools listed on our app store. Discover which Developer Tools apps are powered by AI. Careers at OpenAI. Developing safe and beneficial AI requires people from a wide range of disciplines and backgrounds. View careers. I encourage my team to keep learning. Ideas in different topics or fields can often inspire new ideas and broaden the potential solution space. Lilian Weng Applied AI at OpenAI.The insert capability is available in the API today in beta, as part of the completions endpoint and via a new interface in Playground. The capability can be used with the latest versions of GPT-3 and Codex, text-davinci-002 and code-davinci-002. Pricing is the same as previous versions of Davinci.To use a GPT model via the OpenAI API, you’ll send a request containing the inputs and your API key, and receive a response containing the model’s output. Our latest models, gpt-4 and gpt-3.5-turbo, are accessed through the chat completions API endpoint. You can experiment with GPTs in the playground. GPT-3 is a machine learning language model created by OpenAI, a leader in artificial intelligence. In short, it is a system that has consumed enough text (nearly a trillion words) that it is able to make sense of text, and output text in a way that appears human-like. I use 'text' here specifically, as GPT-3 itself has no intelligence –it ...The GPT-3 neural network is so large a model in terms of power and dataset that it exhibits qualitatively different behavior: you do not apply it to a fixed set of tasks which were in the training dataset, requiring retraining on additional data if one wants to handle a new task (as one would have to retrain GPT-2); instead, you interact with it, expressing any task in terms of natural ...An overview of the best Developer Tools tools listed on our app store. Discover which Developer Tools apps are powered by AI. In terms of performance, ChatGPT is not as powerful as GPT-3, but it is better suited for chatbot applications. It is also generally faster and more efficient than GPT-3, which makes it a better choice for use in real-time chatbot systems. Overall, ChatGPT and GPT-3 are both powerful language models, but they are designed for different purposes ...A Survey on GPT-3 A PREPRINT Furthermore, people can interact with GPT-3 through OpenAI’s API. Before use, the "openai" library must be installed and a user needs to acquire an API key. Then the user can access the model with specified input, model, mode, and other parameter settings to use GPT-3 in one of the three modes listed before.Mar 25, 2021 · Viable helps companies better understand their customers by using GPT-3 to provide useful insights from customer feedback in easy-to-understand summaries. Using GPT-3, Viable identifies themes, emotions, and sentiment from surveys, help desk tickets, live chat logs, reviews, and more. It then pulls insights from this aggregated feedback and ... GPT-3. Generative Pre-trained Transformer 3 ( GPT-3) is a large language model released by OpenAI in 2020. Like its predecessor GPT-2, it is a decoder-only transformer model of deep neural network, which uses attention in place of previous recurrence- and convolution-based architectures. [2]In terms of performance, ChatGPT is not as powerful as GPT-3, but it is better suited for chatbot applications. It is also generally faster and more efficient than GPT-3, which makes it a better choice for use in real-time chatbot systems. Overall, ChatGPT and GPT-3 are both powerful language models, but they are designed for different purposes ...The text generation API is backed by a large-scale unsupervised language model that can generate paragraphs of text. This transformer-based language model, based on the GPT-2 model by OpenAI, intakes a sentence or partial sentence and predicts subsequent text from that input. API Docs. QUICK START API REQUEST. curl \ -F 'text=YOUR_TEXT_URL ...Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform.Generate product names from a description and seed words. Python bug fixer. Find and fix bugs in source code. Spreadsheet creator. Create spreadsheets of various kinds of data. Tweet classifier. Detect sentiment in a tweet. Airport code extractor. Extract airport codes from text. The text generation API is backed by a large-scale unsupervised language model that can generate paragraphs of text. This transformer-based language model, based on the GPT-2 model by OpenAI, intakes a sentence or partial sentence and predicts subsequent text from that input. API Docs. QUICK START API REQUEST. curl \ -F 'text=YOUR_TEXT_URL ... To get started with GPT-3, OpenAI provides the Playground. The Playground is a web-based tool that makes it easy to test prompts and get familiar with how the API works. Just about everything you could do by calling the API (which we'll discuss in more detail later), you can also do in the Playground. Best of all, with the Playground, you can ... GPT-3 Demo ... Redirecting...

Sep 18, 2020 · For all tasks, GPT-3 is applied without any gradient updates or fine-tuning, with tasks and few-shot demonstrations specified purely via text interaction with the model. GPT-3 achieves strong performance on many NLP datasets, including translation, question-answering, and cloze tasks, as well as several tasks that require on-the-fly reasoning ... . Baucompercent27s life celebration

gpt 3 playground online

Jan 27, 2022 · The resulting InstructGPT models are much better at following instructions than GPT-3. They also make up facts less often, and show small decreases in toxic output generation. Our labelers prefer outputs from our 1.3B InstructGPT model over outputs from a 175B GPT-3 model, despite having more than 100x fewer parameters. Dec 7, 2022 · <p>Last week, OpenAI made its “Playground” and chat functions using GPT-3 available to the general public. This piece will preview the significant risks of bias in the use of ChatGPT/Playground, respond to the use of GPT-3 to stymie regulation efforts, and show that AI can also explain pro-privacy and AI oversight questions like why emotion and facial recognition need to be banned.</p> Test the EAI models. MODEL: GPT-J-6B. Model on Github. Prompt List. Try a classic prompt evaluated on other models. TOP-P. 0.9. Temperature. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform.Nov 24, 2021 · GPT-3 is made available to developers by OpenAI via its OpenAI API service, which is a cloud-based application programming interface with usage-based pricing. OpenAI charges per token created by GPT-3 or suggested by it. (A token is a word fragment.) Tokens are assumed to be 0.75 words.) Test the EAI models. MODEL: GPT-J-6B. Model on Github. Prompt List. Try a classic prompt evaluated on other models. TOP-P. 0.9. Temperature.Jul 2, 2021 · HyperWrite. Casetext. Chatsonic. Stripe. 1. ChatGPT (Plus) Type: Content Creation. Description: ChatGPT is the latest and greatest when it comes to GPT-4 tools. ChatGPT is an AI chatbot that utilizes Natural Language Processing (NLP) to answer questions and generate content. Enter your phone number and wait for their text. Enter the code that they texted to you. New accounts get $18 of credit for the API, which expire after three months. Each query should cost single digit cents to execute, so you can do a lot of experimentation without needing to spend any money.Jan 27, 2022 · The resulting InstructGPT models are much better at following instructions than GPT-3. They also make up facts less often, and show small decreases in toxic output generation. Our labelers prefer outputs from our 1.3B InstructGPT model over outputs from a 175B GPT-3 model, despite having more than 100x fewer parameters. An overview of the best Developer Tools tools listed on our app store. Discover which Developer Tools apps are powered by AI.DALL·E, GPT, Midjourney, Stable Diffusion, ChatGPT Prompt Marketplace Solving Problems, Saving Time, Creating Value. login Register as a prompt engineer. We are ...Explore this online GPT3-Playground sandbox and experiment with it yourself using our interactive online playground. You can use it as a template to jumpstart your development with this pre-built solution. With CodeSandbox, you can easily learn how HammadBA has skilfully integrated different packages and frameworks to create a truly impressive ...GPT 3.5 Turbo Playground. A simple PHP-based wrapper for the ChatGPT API. Made for personal use and friends in China. Now sharing with the PH community. 6mo ago.GPT-4 is OpenAI’s most advanced system, producing safer and more useful responses. Learn about GPT-4. Advanced reasoning. Creativity. Visual input. Longer context. With broad general knowledge and domain expertise, GPT-4 can follow complex instructions in natural language and solve difficult problems with accuracy..

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