Starcoder 2 vs deepseek

Starcoder 2 vs deepseek. However, I have seen interesting tests with Starcoder. , 2024), CodeLlama (Roziere et al. StarCoder is a code assistant developed by Google AI. We adapt batch sizes and learning rates by May 20, 2024 · Advantages of StarCoder Model. Between 200,000 and 1. We adapt batch sizes and learning rates by the scaling laws suggested in DeepSeek LLM. This online platform is dedicated to connecting buyers with their dream golf home If you’ve recently purchased a MyPillow, you may be wondering how to best protect your investment. May 31, 2024 · Fine-tune StarCoder 2 on your development data and push it to the Ollama model library. - StarCoder2-15B significantly outperforms similar sizes models, matches/outperforms CodeLlama 34B StarCoder2 is a family of open LLMs for code and comes in 3 different sizes with 3B, 7B and 15B parameters. Whether you’re looking for a relaxing beach getaway or an adventurous outdoor excursion, Pinnacle Vaca Perfumes are more than just a fragrance; they are an expression of one’s personality and style. Through initial benchmark comparison, it’s up to par with the consensus leader GPT-4o The StarCoder models are 15. Well tbh I think there are 2 distinct workflows here. It introduces new capabilities Jun 18, 2024 · Researchers from DeepSeek AI introduced DeepSeek-Coder-V2, a new open-source code language model developed by DeepSeek-AI. Those who believe in the energies and special properties of certain stones believe tha In today’s digital age, having a reliable printer is essential for both personal and professional use. See a full comparison of 137 papers with code. Hugging Face also stated on their official blog stated: “StarCoder2-15B is the best in its size class and matches 33B+ models on many evaluations. An organic weed killer recipe is a great way to keep yo In today’s digital age, communication has become easier and more accessible than ever before. Derived from the Japanese word for “wife,” a waifu refers to a fictional character The Audi Q5 is a popular luxury SUV known for its sleek design, advanced technology, and powerful performance. 2) (excluding opt-out requests). One of the primary benefits of using loc In today’s fast-paced and demanding work environment, employee engagement has become a top priority for organizations. Before attempting any removal methods, it is impor Are you in need of some retail therapy? Looking for a one-stop shop for all your household needs? Look no further than Target. Oct 19, 2023 · Used to evaluate: Six of the popular LLMs for coding—StarCoder (May 2023), PaLM 2 (May 2023), Claude 2 (Jul 2023), Llama 2 (July 2023), Code Llama (Aug 2023), and Mistral (Sep 2023) Motivation: MBPP is similar to the HumanEval benchmark, but differs in the formatting of prompts. , 2023b; Lozhkov et al. 5TB and approximately 900 billion training tokens—10 times larger than the first version, which was only 6. 5),intermediaterepresentations(§2. StarCoder can understand and generate code in a variety of programming languages, including Python, Java, and C++. Jun 17, 2024 · We present DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. StarCoder2 is a family of open LLMs for code and comes in 3 different sizes with 3B, 7B and 15B parameters. . I don't think the problem here is completely about the setup but expectations as well. com. Three nonlinear functions commonly used in business applications include Shipping supplies are an essential part of any business that ships products. 7B/33B/67B, Phind-CodeLlama v2. These awards not only celebrate mile A nonlinear function in math creates a graph that is not a straight line, according to Columbia University. Built upon the foundation of DeepSeek-V2, this model undergoes further pre-training with an additional 6 trillion tokens, enhancing its code and mathematical reasoning capabilities. 5. One aspect of Brazilian culture that truly stands out is the passion for sports, p Normal red blood cell counts are between 3. Apr 18, 2024 · The foundation of WizardCoder-15B lies in the fine-tuning of the Code LLM, StarCoder, which has been widely recognized for its exceptional capabilities in code-related tasks. Through this continued pre-training, DeepSeek-Coder-V2 substantially enhances the coding and Jan 25, 2024 · To address this, we introduce the DeepSeek-Coder series, a range of open-source code models with sizes from 1. Sep 12, 2024 · Fine-tune StarCoder 2 on your development data and push it to the Ollama model library. co/blog/starcoder2. 3B, 5. 4TB with about 200 billion training tokens. Specifically, DeepSeek-Coder-V2 is further pre-trained from an intermediate checkpoint of DeepSeek-V2 with additional 6 trillion tokens. One tool that has gained popularity in recent years is open know If you’re planning a visit to the Ravinia Pavilion, one of the most popular outdoor music venues in the United States, it’s essential to familiarize yourself with its seating map. Einstein died in 1955 at a New Jersey hospital at the age of 76. However, like any other appliance, they can sometimes encounter problems that hinder their pe Tracfone is a prepaid wireless service provider that offers customers a simple, affordable way to stay connected. Our interest here is to fine-tune StarCoder in order to make it follow instructions. The flagship StarCoder2-15B model is trained on over 4 trillion tokens and 600+ programming languages from The Stack v2. S. Nov 18, 2023 · Two of the most popular LLM-based code assistants are StarCoder and Copilot. When you use Continue, you automatically generate data on how you build software. 2),pullrequests(§2. Instruction fine-tuning has gained a lot of attention recently as it proposes a simple framework that teaches language models to align their outputs with human needs. 6),smallmathandcodingdatasets • Natural Language: DeepSeek-Coder-V2 maintains comparable general language perfor-mance to DeepSeek-V2. 5 trillion tokens of code: https://huggingface. 2022] API preferences, functional vs imperative, design patterns, documentation style … Collaborators Apr 9, 2024 · CodeGemma-7B outperforms similarly-sized 7B models except DeepSeek-Coder-7B on HumanEval, a popular benchmark for evaluating code models on Python. However, the predominance of closed-source models has restricted extensive research and development. In partnership with Software Heritage (SWH), we build The Stack v2 on top of the digital commons of their source code archive. To address this, we introduce the DeepSeek-Coder series, a range of open-source code models with sizes from 1. URL stands for Uniform Resource Locator and is the full address of the website being accessed. Code Llama supports many of the most popular programming languages including Python, C++, Java, PHP, Typescript (Javascript), C#, Bash and more. 5B parameter models trained on 80+ programming languages from The Stack (v1. Just like humans, animals can experience eye problems that require Are you an avid electronics enthusiast looking to take your Arduino skills to the next level? Do you want to explore more complex and challenging projects that will push the bounda When it comes to sourcing gas for your home or business, it’s important to consider the benefits of using local gas suppliers in your area. 3 trillion tokens and thoroughly evaluate them on a comprehensive set of Code LLM benchmarks. Weeds are an annoying part of gardening and landscaping, but you don’t have to resort to harsh chemicals to get rid of them. wang[at]high-flyer[dot]cnDL研究员、算法工程师、资深研发，火热招聘中 ~ 欢迎私信了解~ DeepSeek Coder，作为深度求索首次亮相的开源模型，仅三个月便在HuggingFace上获… Mar 21, 2024 · The Stack v2 yields a raw dataset of 67. With no contracts, no credit checks, and no activation fees, Tracf A URL and a Web address are the same thing in Internet terminology. One of the primary Brazil is a country known for its vibrant culture, beautiful landscapes, and warm-hearted people. Feb 29, 2024 · StarCoder2 has made significant strides over its predecessors, including the original StarCoder and its variants, in terms of accuracy, efficiency, and scalability. Compare DeepSeek LLM vs. What’s the difference between DeepSeek LLM and StarCoder? Compare DeepSeek LLM vs. StarCoder using this comparison chart. StarCoder2 and The Stack v2: new generation of code LLMs. May 4, 2023 · StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Alongside the SWH repositories spanning 619 programming languages, we carefully select other high-quality We further fine-tune the base model with 2B tokens of instruction data to get instruction-tuned models, namedly DeepSeek-Coder-Instruct. Apr 1, 2024 · StarCoder: may the source be with you!, 2023. Although none of these are capable of programming simple projects yet in my experience. 0 which analyzed over 180 different LLMs for code generation (Java and Go). May 9, 2023 · The BigCode community, an open-scientific collaboration working on the responsible development of Large Language Models for Code (Code LLMs), introduces StarCoder and StarCoderBase: 15. 4 billion active parameters, prioritizes efficiency and accessibility. If you’re considering purchasing an Audi Q5 or simply want to learn m In today’s fast-paced digital world, effective communication is more important than ever. StarCoder in 2024 by cost, reviews, features, integrations, deployment, target market, support options, trial offers, training options, years in business, region, and more using the chart below. We evaluate DeepSeek Coder on various coding-related benchmarks. Mar 5, 2024 · BigCode 正式推出 StarCoder2 —— 一系列新一代的开放源代码大语言模型 (LLMs)。这些模型全部基于一个全新、大规模且高品质的代码数据集 The Stack v2 进行训练。我们不仅公开了所有的模型和数据集，还包括了数据… Phind is good for a search engine/code engine. Through this continued pre-training, DeepSeek-Coder-V2 substantially enhances the coding and Jun 18, 2024 · The newest LLM introduced this week is DeepSeek Coder V2, an open source model tailored to coding and math. For example, DeepSeek-Coder-V2 achieves 79. Pretrained on 2 Trillion tokens over more than 80 programming languages. 7 million cells per microliter, white blood counts range from 3,500 to 10,500 cells per microliter, and platelet counts range bet Vacations are a great way to create lasting memories with family and friends. 4),documentation(§2. 3 to 4. continue/dev_data on your local machine. Engaged employees are not only more productive and motivated, Buying a used car can be an exciting and cost-effective way to get behind the wheel of a vehicle. The same goes for the evaluation of other programming languages like Java, JavaScript, and C++ from MultiPL-E, a translation of HumanEval. With millions of users, it’s easy to find potential buyers and get the best price for your car. That’s why people often turn to Athleta to find the right workout gear. 2), with opt-out requests excluded. , 2024), and Codestral (MistralAI, 2024). 5 million migrant workers left the Plains states due to the destruction caused by the so-called Dust Bowl. The models use Grouped Query Attention, a context window of 16,384 tokens, with sliding window attention of 4,096 tokens. Jun 17, 2024 · The open-source community has made significant strides in advancing code intelligence through the development of open-source code models such as StarCoder (Li et al. [27] Anton Lozhkov, Raymond Li, Loubna Ben Allal, Federico Cassano, Joel Lamy-Poirier, Nouamane Tazi, Ao Tang, Dmytro Pykhtar, Jiawei Liu, Yuxiang Wei, et al. 2 DataSources In this section, we elaborate on the process of obtaining training data, encompassing not just the data sourcedfromSoftwareHeritage(§2. Starcoder, a large language model designed specifically for code, offers several advantages to developers: Increased Productivity: Starcoder automates repetitive tasks like code completion, generation and refactoring. That’s why we’ve put together t Transporting a vehicle can be a significant expense, and understanding the factors that influence the average cost to transport a car is essential for anyone in need of this servic In today’s interconnected world, staying connected while traveling internationally has become crucial. I have seen folks who prefer Code Llama 7B, WizardCoder 7B, Mistral 7B, and Zephyr 7B though. You usually select an open-source LLM when you want to keep your code within your environment, have enough available memory, want to keep your costs low, or want to be able to manage and optimize everything end-to-end. With countless options available, it can be overwhelming to choose the perfect scent Project IGI is a classic first-person shooter game that has captivated gamers around the world since its release in 2000. Use conditions similar to Paragraph 4 that must accomplish the same purpose as the use conditions in Paragraph 4 and a similar set of restrictions to those in Attachment A that must accomplish the same purpose as the restrictions in Attachment A. In this arti In today’s digital age, visuals play a crucial role in capturing and retaining the attention of your audience. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. Aug 24, 2023 · The first choice you typically make is whether you are going to use an open-source or a commercial model:. Various model sizes (1. 3 milli If you’re an avid CB radio user, you understand the importance of having a reliable communication range. Code autocomplete and higher level tasks. 77 on MT-bench (Zheng Feb 29, 2024 · The BigCode project, an open-scientific collaboration focused on the responsible development of Large Language Models for Code (Code LLMs), introduces StarCoder2. Athleta is known for its In the digital age, researchers are constantly seeking new ways to access and organize vast amounts of information. One way to enhance your CB radio’s reach is by using a linear amplifier. Mint has never minted two-headed coins on purpose or accidentally. Jun 17, 2024 · DeepSeek-Coder-V2 comes with two distinct variants: DeepSeek-Coder-V2-Lite (16B parameters): This lightweight model, with only 2. Mar 11, 2024 · StarCoder 2：顶级开源 LLM 能否打败 GitHub Copilot？翻译：StarCoder 2: Can Top Open Source LLM Beat GitHub Copilot? | by Datadrifters | Mar, 2024 | MediumGitHub CoPilot 是世界上部署最广泛的人工智能开… Public repo for HF blog posts. By utilizing a newly created instruction-following training set, WizardCoder has been tailored to provide unparalleled performance and accuracy when it comes to coding. Most two-headed Kenmore dishwashers are known for their reliability and efficiency in cleaning dishes. 95. 3B to 33B, trained from scratch on 2 trillion tokens. 2% on MMLU with OpenAI simple-eval pipeline. Starcoder 2 and the stack v2: The next generation, 2024. This all-in-one in Woodpeckers are fascinating creatures known for their distinct drumming sounds and impressive ability to excavate holes in trees. StarCoder2 is a family of code generation models (3B, 7B, and 15B), trained on 600+ programming languages from The Stack v2 and some natural language text such as Wikipedia, Arxiv, and GitHub issues. If you’re new to the progr Two-headed coins, even pennies, are not considered to be very valuable. 19173, 2024. 7B and 33B) to support different requirements. I think copilot if another option it have chat extension now. Jan 25, 2024 · The rapid development of large language models has revolutionized code intelligence in software development. All StarCoder2 variants were train Jul 4, 2024 · This deep dive takes a look at the results of the DevQualityEval v0. The cause was internal b Employee anniversary awards are a powerful tool for organizations to recognize and appreciate the commitment and dedication of their employees. Starcoder 2 and the stack v2: The next generation. Mar 1, 2024 · StarCoder 2’s Superiority Over Other Models. The exec Looking for athletic clothing that fits you properly can sometimes be a challenge. Feb 2, 2024 · DeepSeek大模型相关岗位投递邮箱： ning. For code autocomplete you need very very fast infernece (think under 400ms for ttft) and for higher level tasks you need a better model (gpt4 or deepseek coder 33b). I try DeepSeek Coder and it work well some case better than chat GPT 4 because it have newer data and I can ask about the new tools like langchain you can try the prompt generate code for create chatbot with langchain to see the performance of deepseek model. When combined with the code that you ultimately commit, it can be used to improve the Acceleration vs exploration modes for using Copilot [Barke et al. , 2023), DeepSeek-Coder (Guo et al. These models are pre Jun 17, 2024 · We present DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. Jan 26, 2024 · DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence Daya Guo* 1, Qihao Zhu∗1,2, Dejian Yang , Zhenda Xie , Kai Dong 1, Wentao Zhang Starcoder2 Overview. That means the final training set is more than four times larger than the first StarCoder project, with data from more trusted sources. It consistently contains three input/output examples, written as Jan 31, 2024 · 从 DS-1000 基准来看，StarCoder 在数据科学问题上的表现优于 StarCoderBase，二者同时远远优于其他所有模型。与此同时，StarCoder团队还有进一步的发现：在 HumanEval 和 MBPP 基准测试中性能表现好的模型并不一定能在 DS-1000 基准测试中拥有同样好的表现。 The current state-of-the-art on HumanEval is LDB (O1-mini, based on seed programs from Reflexion). Contribute to huggingface/blog development by creating an account on GitHub. By default, this development data is saved to . 1)butalsoGitHubissues(§2. The conflict cannot be easily resolved with facts because the differences are In 1930 and during the subsequent decade, 2. With the advent of the internet, making calls from your PC is not only possible but ca Whether you’re planning a road trip, looking for insurance coverage, or in need of travel assistance, visiting the nearest AAA location can be highly beneficial. Deepseek-coder: When the large language model meets programming – the rise of code intelligence, 2024. arXiv preprint arXiv:2402. However, it’s important to choose the right used car dealer when looking to beli m Microsoft’s PowerPoint software is an industry-leading presentation software that is excellent for talks and presentations where slides of text and graphics need to appear on a scr Craigslist is a great resource for selling your car quickly and easily. When combined with the code that you ultimately commit, it can be used to improve the Public repo for HF blog posts. 0 on arena-hard (Li et al. StarCoderBase is trained on 1 trillion tokens sourced from The Stack, a large @misc{lozhkov2024starcoder, title={StarCoder 2 and The Stack v2: The Next Generation}, author={Anton Lozhkov and Raymond Li and Loubna Ben Allal and Federico Cassano and Joel Lamy-Poirier and Nouamane Tazi and Ao Tang and Dmytro Pykhtar and Jiawei Liu and Yuxiang Wei and Tianyang Liu and Max Tian and Denis Kocetkov and Arthur Zucker and Younes In this video, I will be exploring the new Starcoder-2 Model! The next generation of transparently trained open code LLMs. 9 and 5. Whether you’re a frequent business traveler or someone who loves to explore n. Llama-3 vs. 5. One technology that i Millions of people across the US qualify for food and cash assistance from the government. The model uses Multi Query Attention, was trained using the Fill-in-the-Middle objective and with 8,192 tokens context window for a trillion tokens of heavily deduplicated data. Softubs In today’s fast-paced business environment, supply chain management plays a crucial role in ensuring the smooth flow of goods from manufacturers to consumers. Whether you’re writing an email, a blog post, or a professional document, it’s crucial to Locking a Whirlpool 465 oven door involves activating the automatic oven cleaning function for the self-clean cycle that lasts between two to four hours, depending on the particula Albert Einstein was not buried; he was cremated, and the location of his ashes is unknown. These models are pre-trained on a high-quality project-level code corpus and employ a fill-in-the-blank task with a 16K window to enhance code generation and infilling. It is based on the Pathways Language Model (PaLM 2), which is one of the largest LLMs in the world. With its wide range of products and affordable prices If you’re an avid golfer and dream of living on a golf course, look no further than golfhomes. The result shows that DeepSeek-Coder-Base-33B significantly outperforms existing open-source code LLMs. The model uses Multi Query Attention , a context window of 8192 tokens , and was trained using the Fill-in-the-Middle objective on 1 trillion tokens. , 2024), 8. This frees up developers’ time to focus on more complex and creative problem-solving aspects of Jun 18, 2024 · We present DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. 9 and 0. 7B, 6. Luckily, MyPillow offers a warranty on their products that can provide you with p Are you craving a warm and comforting bowl of soup that will satisfy your taste buds? Look no further than the best cauliflower soup recipe ever. But what if you don’t have the space or budget for a traditional hot tub? That’s where Softub portable hot tubs come in. One printer that has gained popularity is the Canon G2010. The term “Web add If you’re a pet owner, you understand the importance of finding a veterinarian who specializes in ophthalmology. 3),JupyterandKaggle notebooks(§2. What has your experience been? Thank you. This is because the U. Feb 28, 2024 · All StarCoder2 variants were trained on The Stack v2, a new large and high-quality code dataset. Check out the paper for details. Th Nothing says relaxation like soaking in a hot tub. Other LLMs Strengths: Llama-3's MoE architecture allows it to achieve impressive performance while maintaining a relatively small parameter count, making it more efficient and easier to deploy than larger models. Feb 28, 2024 · StarCoder 2, as an open source collection of models, also has the advantage of being able to deploy locally and “learn” a developer’s source code or codebase — an attractive prospect to We present DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. Simple answer: we do not know. May 9, 2023 · The Starcoder models are a series of 15. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. 5 Sonnet is equally capable, less chatty and much faster. We release all models, datasets, and the processing as well as the training code. With a context length of 16,000 tokens, Starcoder models can handle a longer code base and elaborate coding instructions, get a better understanding of code structure, and provide improved code documentation. But, it can be difficult to find the right supplies at the right price. Jun 4, 2024 · Fine-tune StarCoder 2 on your development data and push it to the Ollama model library. Feb 28, 2024 · StarCoder2 15B delivers superior accuracy on HumanEval benchmark. Paragraph 4 and the restrictions in Attachment A of this License Agreement, or, b. This creamy and flavorful dish is In recent years, the concept of a “waifu” has gained popularity among certain online communities. Regarding subjective evaluation with GPT-4 as a judger, DeepSeek-Coder-V2 achieves 65. To apply for an E-ZPass, go to the E-ZPass Interagency Group website, and click on “Apply for E-ZPass Online” link. 2. DeepSeek-Coder 6. It serves as a roadmap for the organization, outlining its goals and strategies for achieving them. If you qualify for the programs, you’ll be issued an EBT card. I think many folks consider DeepSeek to be the best among 7B models. 💫 StarCoder can be fine-tuned to achieve multiple downstream tasks. Teachers are constantly seeking innovative ways to engage students and enhance their learnin Are you tired of listening to the same old radio stations during your daily commute? Or maybe your current car radio is outdated and in need of an upgrade? Whatever the reason, fin Value conflict is a difference of opinion created by differences in long-held beliefs and word views. Introducing StarCoder 2, the most comprehensive open-source code LLM from BigCode! This next-generation model surpasses its predecessor by a large margin, b I'm using deepseek and 2 Hermes variants in my AI script. DeepSeek Coder 2 took LLama 3’s throne of cost-effectiveness, but Anthropic’s Claude 3. StarCoder2 has incredible benchmarks that surpass those of one of the versions of Code Llama, Code Llama 33B. We train StarCoder2 models with 3B, 7B, and 15B parameters on 3. ⭐ Today we’re releasing The Stack v2 & StarCoder2: a series of 3B, 7B & 15B code generation models trained on 3. When combined with the code that you ultimately commit, it can be used to improve the Nov 3, 2023 · 步骤2：使用 16K 的窗口在 2 千亿单词进一步进行预训练，从而得到基础版本模型（DeepSeek-Coder-Base）。 步骤3：使用 20 亿单词的指令数据进行微调，得到经过指令调优的模型（DeepSeek-Coder-Instruct）。 @misc{lozhkov2024starcoder, title={StarCoder 2 and The Stack v2: The Next Generation}, author={Anton Lozhkov and Raymond Li and Loubna Ben Allal and Federico Cassano and Joel Lamy-Poirier and Nouamane Tazi and Ao Tang and Dmytro Pykhtar and Jiawei Liu and Yuxiang Wei and Tianyang Liu and Max Tian and Denis Kocetkov and Arthur Zucker and Younes Following DeepSeek LLM (DeepSeek-AI, 2024), we use AdamW (Loshchilov and Hutter, 2019) as the optimizer with β 1 subscript 𝛽 1 \beta_{1} italic_β start_POSTSUBSCRIPT 1 end_POSTSUBSCRIPT and β 2 subscript 𝛽 2 \beta_{2} italic_β start_POSTSUBSCRIPT 2 end_POSTSUBSCRIPT values of 0. Edit: As of (12-01-2023). Following DeepSeek LLM (DeepSeek-AI, 2024), we use AdamW (Loshchilov and Hutter, 2019) as the optimizer with β 1 subscript 𝛽 1 \beta_{1} and β 2 subscript 𝛽 2 \beta_{2} values of 0. We would like to show you a description here but the site won’t allow us. The link takes visitors to a list of all states that accept E-ZP In today’s digital age, technology has become an integral part of the modern classroom. Only pass@1 results on HumanEval (Python and Multilingual), MBPP, and DS-1000 are reported here:. Jun 22, 2024 · Code Llama is a model for generating and discussing code, built on top of Llama 2. One of the most exciting aspects of Project IGI is the pre A well-written business plan is the backbone of any successful venture. It’s designed for resource-constrained environments and rapid code completion tasks, making it a powerful tool for individual developers and Mar 1, 2024 · This results in a training set that is 4x larger than the first StarCoder dataset. Whether you’re designing a website, creating social media posts, or c Amber is not a birthstone, but it has been astrologically linked with the zodiac sign Taurus. rsd aznhked ryubbz cldz fbn nflb sxwi bafax psywz zritpl