Llama gpt. Jul 19, 2023 · According to Percy Liang, director of Stanford’s Center for Research on Foundation Models, Llama-2 poses a considerable threat to OpenAI. Another difference from GPT is that LLaMa adopts a leaner approach in terms of parameters. Accuracy: Llama 2 is just as accurate as GPT-4 at summarizing news snippets and spotting factual inconsistencies. Discover the LLaMa Chat demonstration that lets you chat with llama 70b, llama 13b, llama 7b, codellama 34b, airoboros 30b, mistral 7b, and more! Jan 19, 2024 · In this article, I will show how to run a LLaMA GPT model and automatic speech recognition (ASR) on a Raspberry Pi. In many ways, this is a bit like Stable Diffusion, which similarly Request access to Llama. Jul 13, 2023 · LLAMA GPT is a powerful AI developed by Meta, the company formerly known as Facebook. It runs a local API server that simulates OpenAI's API GPT endpoints but uses local llama-based models to process requests. Additionally, new Apache 2. With the higher-level APIs and RAG support, it's convenient to deploy LLMs (Large Language Models) in your application with LLamaSharp. (Mostly lack of access to 8xA100 hardware. 5 in some benchmarks. cpp. Thank you for developing with Llama models. Additionally, our smaller models are competitive with closed and open models that have a similar number of parameters. 1 and GPT-4o showcases the rapid advancements in AI technology. 0 license — while the LLaMA code is available for commercial use, the WEIGHTS are not. 1 405B outperforms GPT-4 , but it underperforms GPT-4 on multilingual (Hindi, Spanish, and Portuguese) prompts. GPT-4o, Llama 3, Mistral, and Gemini represent some of the most innovative offerings available today. New: Code Llama support! - Issues · getumbrel/llama-gpt Apr 6, 2023 · LLaMA-GPT-4 performs substantially better than LLaMA-GPT-3 in the "Helpfulness" criterion. Feb 26, 2024 · The 70B model costs only $0. However, GPT-4O has an edge over the other in terms of accuracy due to its large-scale training data and advanced techniques that make fine-tuning possible, returning responses that are much more accurate and contextually appropriate, especially in very complex cases. We release all our models to the research community1. Essentially, Code Llama features enhanced coding capabilities. 5 / InstructGPT / ChatGPT: Mar 13, 2023 · We introduce Alpaca 7B, a model fine-tuned from the LLaMA 7B model on 52K instruction-following demonstrations. 179K subscribers in the LocalLLaMA community. 5 ReAct Agent on Better Chain of Thought Custom Cohere Reranker Replicate - Llama 2 13B LlamaCPP 🦙 x 🦙 Rap Battle Llama API Jun 27, 2023 · Models like LLaMA from Meta AI and GPT-4 are part of this category. 1 release, we’ve consolidated GitHub repos and added some additional repos as we’ve expanded Llama’s functionality into being an e2e Llama Stack. GPT-3 Language Models are Few-Shot Learners; GPT-3. Warning Very early progress, might have bugs Jul 31, 2023 · Llama 2 Performance. Supported Models. 5 series has up to 175 billion Apr 29, 2024 · In comparing LLAMA 3, GPT-4 Turbo, Claude Opus, and Mistral Large, it is evident that each model has been designed with specific strengths in mind, catering to different needs in the AI community. And in its research paper, Meta admits there is still a large gap in performance between LLaMA 2 and GPT-4, which is now OpenAI’s state-of-the-art AI Jul 22, 2023 · In Meta's research paper, it compared Llama 2's performance on various academic benchmarks to other models, including OpenAI's GPT-3. It is a more capable model that will eventually come with 400 billion parameters Nov 9, 2023 · As GPT-4 is a closed-source model, the inner details are undisclosed. Code Llama is free for research and commercial use. 5 Sonnet. That's where LlamaIndex comes in. Even for the problem solving tasks the response and corrected o Fine-tuning a gpt-3. Llama (acronym for Large Language Model Meta AI, and formerly stylized as LLaMA) is a family of autoregressive large language models (LLMs) released by Meta AI starting in February 2023. [4] Apr 18, 2024 · Today, we’re excited to share the first two models of the next generation of Llama, Meta Llama 3, available for broad use. Powered by Llama 2. On a Raspberry Pi 4 with 8GB RAM, it generates words at ~1 word/sec. 1 shows advantages over GPT-4 in specific areas, particularly in code generation and reasoning tasks. @EleutherAI for GPT-NeoX and the Evaluation Harness @TimDettmers for LLamaSharp is a cross-platform library to run 🦙LLaMA/LLaVA model (and others) on your local device. Since up-to-date Google information is used while training the Llama 2 language model, we recommend that you use the Llama 2 language model if you need to generate output on current topics. Let’s get into it! The code presented in this article is intended to work on the Raspberry Pi. It provides the following tools: Offers data connectors to ingest your existing data sources and data formats (APIs, PDFs, docs, SQL, etc. GPT-4’s 1. It currently has three parameter sizes available: 7 billion, 13 billion, and 70 billion (compared to GPT 3. With its advanced language processing and understanding capabilities, LLAMA is being leveraged in healthcare Jun 5, 2024 · LLAMA and GPT are two well-known families of language models, and each has distinct architectures and functionalities. How to install. This price is really cheaper than other AI models like GPT-4 and GPT-3. LLaMA-GPT-4 performs similarly to the original GPT-4 in all three criteria, suggesting a promising direction for developing state-of-the-art instruction-following LLMs. 1 Better than GPT-4? Based on the benchmark results, Llama 3. A self-hosted, offline, ChatGPT-like chatbot, powered by Llama 2. Jul 29, 2024 · The competition between Llama 3. Llama 3. On umbrelOS home server. This release features pretrained and instruction-fine-tuned language models with 8B and 70B parameters that can support a broad range of use cases. ). Their wool is soft and contains only a small amount of lanolin. Although size isn’t the only factor impacting speed and efficiency, it provides a general indication that Llama 2 may be faster than GPT-4. 1’s open-source nature and cost-efficiency make it an attractive option for developers and LLM Leaderboard - Comparison of GPT-4o, Llama 3, Mistral, Gemini and over 30 models . GPT architecture: is Llama 2 better than GPT-4 and GPT-3. We find that Llama 3 delivers comparable quality to leading language models such as GPT-4 on a plethora of tasks. Jul 25, 2024 · Both Meta Llama 3. GPT4All is not going to have a subscription fee ever. Jul 27, 2024 · When comparing LLaMA 3. Apr 18, 2024 · Meta says human evaluators also marked Llama 3 higher than other models, including OpenAI’s GPT-3. Meta’s research paper admits there is still a large gap in performance between LLaMA 2 and GPT-4. This article provides a detailed comparison of these models, evaluating their specifications, performance metrics, and usability to help users determine Feb 24, 2023 · Meta have released LLaMA, an LLM comprising 4 foundation models with 7B to 65B parameters, claiming that it outperforms many benchmark models on various tasks. Based on llama. Nomics. cpp is an API wrapper around llama. That will allow us to ask Raspberry Pi questions and get answers. Recall that parameters, in As measured on over 150 benchmark datasets that span a wide range of languages and extensive human evaluations. Apr 18, 2024 · The Llama 3 release introduces 4 new open LLM models by Meta based on the Llama 2 architecture. 1, released in July 2024. A self-hosted, offline, ChatGPT-like chatbot. umbrel. Jul 23, 2024 · Our experimental evaluation suggests that our flagship model is competitive with leading foundation models across a range of tasks, including GPT-4, GPT-4o, and Claude 3. Several example notebooks are also listed below: StableLM; Camel; Example: Using a Custom LLM Model - Advanced#. 1 and GPT-4O are highly accurate in their understanding and generation of languages. Now let’s look at the cost comparison. 1 models (8B and 70B) demonstrate impressive capabilities, showing strong performance in multilingual and code generation tasks. They're also released under an Apache 2. A full API reference can be found here. The Llama 2 is a language model with slightly higher performance than the GPT-3. 5 Dec 5, 2023 · Llama 2 vs. Oct 4, 2023 · Llama 2, GPT-3. 5 on Obsidian Local GPT plugin; Open Interpreter; Llama Coder (Copilot alternative using Ollama) Ollama Copilot (Proxy that allows you to use ollama as a copilot like Github copilot) twinny (Copilot and Copilot chat alternative using Ollama) Wingman-AI (Copilot code and chat alternative using Ollama and Hugging Face) Page Assist (Chrome Extension) Aug 8, 2023 · Discover how to run Llama 2, an advanced large language model, on your own machine. Yet, just comparing the models' sizes (based on parameters), Llama 2’s 70B vs. com (we're hiring) » Contents. This is pretty surprising since Llama 3 is only trained on 70 billion parameters whereas GPT-4 is trained on a massive 1. The code of the implementation in Hugging Face is based on GPT-NeoX Jul 18, 2023 · “LLaMA 2 isn’t GPT-4,” says Liang. 7 trillion parameters. It features several improvements compared to its predecessor, Llama-2. LlamaIndex is a "data framework" to help you build LLM apps. MetaGPT：为 GPT 分配不同的角色，协作处理更复杂的任务。MetaGPT输入一句话的老板需求，输出用户故事 / 竞品分析 / 需求 / 数据结构 / APIs / 文件等 MetaGPT输入一句话的老板需求，输出用户故事 / 竞品分析 / 需求 / 数据结构 / APIs / 文件等 [24/04/22] We provided a Colab notebook for fine-tuning the Llama-3 model on a free T4 GPU. LlamaGPT. (OpenAI has yet to publicly confirm the number of parameters or tokens in GPT-4. 93 votes, 34 comments. Whether it is handling complex queries, performing high-speed calculations, or generating multilingual content, these models are pushing the Feb 27, 2023 · LLaMA is available in various sizes, ranging from seven billion parameters up to 65 billion parameters. Jul 24, 2024 · Even the smaller Llama 3. 5 , GPT 4 , LLAMA 7B , LLAMA 33B です。GPTモデルはOpenAI が提供するサービス「Chat- GPT」を使用し、LLAMA 7B は NVIDIA Tesla A 100 × Mar 22, 2023 · In a nutshell, LLaMa is important because it allows you to run large language models (LLM) like GPT-3 on commodity hardware. 5 and Claude Sonnet. Two Llama-3-derived models fine-tuned using LLaMA Factory are available at Hugging Face, check Llama3-8B-Chinese-Chat and Llama3-Chinese for details. Mar 19, 2023 · I encountered some fun errors when trying to run the llama-13b-4bit models on older Turing architecture cards like the RTX 2080 Ti and Titan RTX. So even though LLaMA 2 can’t compete with GPT-4 on all parameters, it has the potential to make it better. 0 license. Results showed that LLaMA was able to outperform GPT-3 despite being 10 times smaller in size. Jul 19, 2023 · A comprehensive guide on how to use Meta's LLaMA 2, the new open-source AI model challenging OpenAI's ChatGPT and Google's Bard. Supervised fine tuning (SFT) was used to prime the pre-trained Llama 2 base model to generate responses in the format expected by users in a chatbot or virtual agent setting. On our preliminary evaluation of single-turn instruction following, Alpaca behaves qualitatively similarly to OpenAI’s text-davinci-003, while being surprisingly small and easy/cheap to reproduce (<600$). The original LLaMA model was trained for 1 trillion tokens and GPT-J was trained for 500 billion tokens. Apr 5, 2023 · LLaMA is available for commercial use under the GPL-3. LLAMA 3 vs GPT 4 This article compares LLAMA 3 and GPT-4 in-depth, looking at their designs, performance, generating capabilities, and natural language comprehension, among other things. Apr 19, 2024 · 虽然GPT-4在代码生成任务上取得了显著的进步，但根据现有资料，Llama 3在代码生成任务上的性能似乎更胜一筹，尤其是在与GPT-4的直接比较中[57][59]。 然而，这种比较的结果可能会随着时间和技术的发展而变化。 Llama-2-chat models are fine-tuned for dialogue-driven use cases, similar to the specific GPT model versions used in ChatGPT. Fine-tuning a gpt-3. But, trying it, I got to see that Llama 3. The Llama 2 model comes in three size variants (based on billions of parameters): 7B, 13B, and 70B. [2][3] The latest version is Llama 3. Comparison and ranking the performance of over 30 AI models (LLMs) across key metrics including quality, price, performance and speed (output speed - tokens per second & latency - TTFT), context window & others. 一个自托管、离线、类似 ChatGPT 的聊天机器人。由 Llama 2 提供支持。100% 私密，不会有任何数据离开您的设备。新：Code Llama In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA-65B is competitive with the best models, Chinchilla-70B and PaLM-540B. Explore installation options and enjoy the power of AI locally. GPT-4 summary comparison table. cpp to make LLMs accessible and efficient for all . Community Stories Open Innovation AI Research Community Llama Impact Grants The llama (/ ˈ l ɑː m ə /; Spanish pronunciation: or ) (Lama glama) is a domesticated South American camelid, widely used as a meat and pack animal by Andean cultures since the pre-Columbian era. Nov 15, 2023 · To maintain user trust, large language models (LLMs) should signal low confidence on examples where they are incorrect, instead of misleading the user. The Nomic framework provides a Aug 28, 2024 · Welcome to our guide of LlamaIndex! In simple terms, LlamaIndex is a handy tool that acts as a bridge between your custom data and large language models (LLMs) like GPT-4 which are powerful models capable of understanding human-like text. Unlike Llama 3, GPT-4 supports function calling. 5. cpp , inference with LLamaSharp is efficient on both CPU and GPU. As measured on over 150 benchmark datasets that span a wide range of languages and extensive human evaluations. Is Llama 3. cpp and uses gpt4all-backend for full compatibility. 5%. Mar 13, 2023 · Typically, running GPT-3 requires several datacenter-class A100 GPUs (also, the weights for GPT-3 are not public), but LLaMA made waves because it could run on a single beefy consumer GPU. In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA-65B is competitive with the best models, Chinchilla-70B and PaLM-540B. How do LLaMA and ChatGPT work? LLaMA and ChatGPT are two big language models that learn from lots of text. Llama Code is our pick if you want a high performance code understanding model you want to host yourself. With up to 70B parameters and 4k token context length, it's free and open-source for research and commercial use. Apr 18, 2024 · Llama 3 is a good example of how quickly these AI models are scaling. We release all our models to the research community. LLaMA is a performant, parameter-efficient, and open alternative for researchers and non-commercial use cases. Llama 2 didn't score Apr 29, 2024 · Conheça Llama 3 Versus GPT-4. cpp implementations. Apr 7, 2023 · Looking for a detailed comparison of LLaMA and ChatGPT? This meta analysis covers the key differences between the two language models, including their advantages, disadvantages, and real-world gpt-llama. ) Apr 20, 2024 · Llama 3 surprisingly passes the test whereas the GPT-4 model fails to provide the correct answer. Also, Llama 3 doesn't currently handle images, but Meta has hinted at upcoming features like longer context lengths and more capabilities soon. Oct 26, 2023 · In this respect, LLaMa is actually analogous to the GPT family of large language models that underpin the ChatGPT chatbot. Nomic is working on a GPT-J-based version of GPT4All with an open commercial license. Powered by the state-of-the-art Nous Hermes Llama 2 7B language model, LlamaGPT is fine-tuned on over 300,000 instructions to offer longer responses and a lower hallucination rate. Cost: Llama 2 is significantly cheaper to use than GPT-3. Apr 15, 2024 · For Upstage, the Llama journey began with its pursuit of a versatile language model that could excel in English and other languages, like Korean, and seamlessly adapt to various company needs. According to Jim Fan, senior AI scientist at Nvidia, "70B is close to GPT-3. They come in two sizes: 8B and 70B parameters, each with base (pre-trained) and instruct-tuned versions. To use a custom LLM model, you only need to implement the LLM class (or CustomLLM for a simpler interface) You will be responsible for passing the text to the model and returning the newly generated tokens. 5 Turbo. . The GPT Thank you for developing with Llama models. Feb 24, 2023 · UPDATE: We just launched Llama 2 - for more information on the latest see our blog post on Llama 2. See examples for usage. As part of the Llama 3. Source: Author Llama 2. To measure progress, it targeted the top spot on HuggingFace’s Open LLM Leaderboard, aiming to surpass GPT-3. To run LLaMA 2 weights, Open LLaMA weights, or Vicuna weights (among other LLaMA-like checkpoints), check out the Lit-GPT repository. Feb 24, 2023 · The LLaMA collection of language models range from 7 billion to 65 billion parameters in size. We publicly release Llama 3, including pre-trained and post-trained versions of the 405B parameter language model and our Llama Guard 3 model for input and output safety. 5 ReAct Agent on Better Chain of Thought Custom Cohere Reranker Replicate - Llama 2 13B LlamaCPP 🦙 x 🦙 Rap Battle Llama API particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA-65B is competitive with the best models, Chinchilla-70B and PaLM-540B. Additionally, you will find supplemental materials to further assist you while building with Llama. 2 days ago · In the rapidly evolving world of artificial intelligence, large language models (LLMs) are at the forefront of technological advancements. Confira características, desempenhos, vantagens e o marco significativo no desenvolvimento de IAs generativas. Nomic contributes to open source software like llama. And now Mar 20, 2023 · こんにちはこんばんは、teftef です。今回は Meta が開発する大規模自然言語モデル LLAMA と OpenAI が開発する大規模自然言語モデル GPT を比較する記事です。使用するモデルは、GPT 3. The thing is — the size itself isn’t enough to settle the debate about whether Llama 2 is better or worse than OpenAI’s flagships. Anywhere else with Docker. While GPT-4 offers a powerful ecosystem for open-source chatbots, enabling the development of custom fine-tuned solutions. 5 language model. In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA-65B Oct 7, 2023 · Model name Model size Model download size Memory required; Nous Hermes Llama 2 7B Chat (GGML q4_0) 7B: 3. 100% private, with no data leaving your device. 0 licensed weights are being released as part of the Open LLaMA project. Code Llama is built on top of Llama 2 and is available in three models: Code Llama, the foundational code model; Codel Llama - Python specialized for gpt4all gives you access to LLMs with our Python client around llama. Meta says that it On more complex tasks requiring advanced reasoning, Llama 3 surprisingly edges out with a 35. May 2, 2024 · Llama-3 is Meta’s competitor to GPT-5. The standard approach of estimating confidence is to use the softmax probabilities of these models, but as of November 2023, state-of-the-art LLMs such as GPT-4 and Claude-v1. 5, and GPT-4 for Chatbots and Content Generation; Conclusion; Frequently Asked Questions; When Llama 2 is better than GPT-3. Performance can vary depending on which other apps are installed on your Umbrel. As part of Meta’s commitment to open science, today we are publicly releasing LLaMA (Large Language Model Meta AI), a state-of-the-art foundational large language model designed to help researchers advance their work in this subfield of AI. MicroLlama is a 300M Llama model pretrained on 50B tokens powered by TinyLlama and LitGPT. 7% score in graduate-level benchmarks, against GPT 4’s 39. ) Command Line A self-hosted, offline, ChatGPT-like chatbot. Apr 18, 2024 · Llama 3 8B bests other open models such as Mistral’s Mistral 7B and Google’s Gemma 7B, both of which contain 7 billion parameters, OpenAI’s GPT-3. [24/04/21] We supported Mixture-of-Depths according to AstraMindAI's implementation. Despite its smaller size, however, LLaMA-13B outperforms OpenAI’s GPT-3 “on most benchmarks” despite being 162 billion parameters less, according to Meta’s paper outlining the models. We first study Aug 24, 2023 · Code Llama is a state-of-the-art LLM capable of generating code, and natural language about code, from both code and natural language prompts. 9 for every 1 million tokens. The open source AI model you can fine-tune, distill and deploy anywhere. Llamas are social animals and live with others as a herd. On M1/M2 Mac. cpp development by creating an account on GitHub. The code of the implementation in Hugging Face is based on GPT-NeoX Feb 27, 2023 · We introduce LLaMA, a collection of foundation language models ranging from 7B to 65B parameters. [2] Jul 23, 2024 · This paper presents an extensive empirical evaluation of Llama 3. And as promised, all this will work fully offline. 1 and GPT-4 (ChatGPT) for coding and programming tasks, several key factors need to be considered, including performance, specialization, and adaptability. New: Support for Code Llama models and Nvidia GPUs. Everything seemed to load just fine, and it would Meta AI has since released LLaMA 2. Jun 26, 2024 · 本記事のサマリー ELYZA は、「Llama-3-ELYZA-JP」シリーズの研究開発成果を公開しました。700億パラメータのモデルは、日本語の生成能力に関するベンチマーク評価 (ELYZA Tasks 100、Japanese MT-Bench) で「GPT-4」を上回る性能を達成しました。各モデルは Meta 社の「Llama 3」シリーズをベースに日本語で追加 Oct 17, 2023 · There are two model variants Llama Chat for natural language and Code Llama for code understanding. This effectively puts it in the same license class as GPT4All. We train our models on trillions of tokens, and show that it is possible to train state-of-the-art models using publicly available datasets exclusively, without resorting to proprietary and inaccessible datasets. Kubernetes. In coding-related evaluations, GPT 4’s superiority is evident again, scoring 85. In comparison, OpenAI’s GPT-3. Subreddit to discuss about Llama, the large language model created by Meta AI. 1 Introduction Large Languages Models (LLMs) trained on mas-sive corpora of texts have shown their ability to per- Contribute to ggerganov/llama. OpenLLaMA exhibits comparable performance to the original LLaMA and GPT-J across a majority of tasks, and outperforms them in some tasks. This model was contributed by zphang with contributions from BlackSamorez. 5? There are several differences between Llama 2 and GPTs, with the bottom line that GPTs are much bigger than Meta’s model . Our latest models are available in 8B, 70B, and 405B variants. We present the results in the table below. 29GB: Nous Hermes Llama 2 13B Chat (GGML q4_0) Feb 24, 2023 · In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA-65B is competitive with the best models, Chinchilla70B and PaLM-540B. Aug 24, 2023 · Code Llama is a code-specialized version of Llama 2 that was created by further training Llama 2 on its code-specific datasets, sampling more data from that same dataset for longer. 5 and GPT-4 and Google's PaLM and PaLM 2. 3 do not provide access to these probabilities. pip install gpt4all Jul 18, 2023 · Introduction Llama 2 is a family of state-of-the-art open-access large language models released by Meta today, and we’re excited to fully support the launch with comprehensive integration in Hugging Face. Feb 28, 2023 · LLaMA was evaluated on 20 benchmarks, including zero-shot and few-shot tasks, and compared it with other foundation models, such as GPT-3, Gopher, Chinchilla, and PaLM, along with OPT models, GPT-J, and GPTNeo. Meta says it created a new dataset for human evaluators to emulate real-world scenarios where Jul 18, 2023 · While it can't match OpenAI's GPT-4 in performance, Llama 2 apparently fares well for a source-available model. Jul 23, 2024 · A new llama emerges — The first GPT-4-class AI model anyone can download has arrived: Llama 405B "Open source AI is the path forward," says Mark Zuckerberg, using a contested term. 76T, Llama 2 is only ~4% of GPT-4’s size. 5 and GPT-4. md at master · getumbrel/llama-gpt Mar 5, 2023 · Word on Twitter is that LLaMA's samples seem worse than GPT-3 by a large margin, but then I realized no one has really been able to try the full 65B model yet, for a combination of reasons. 7%. New: Code Llama support! - llama-gpt/README. Simple command line chat program for GPT-J, LLaMA and MPT models written in C++. Aug 5, 2024 · Despite having significantly fewer parameters (and thus being capable of running faster or on less powerful hardware), they're able to beat other models like Llama 2 and GPT-3. 79GB: 6. Demo. Feb 14, 2024 · The GPT, LLaMA, and PaLM families represent significant milestones in the development of large language models, each contributing unique strengths and perspectives to the field of AI. This guide provides information and resources to help you set up Llama including how to access the model, hosting, how-to and integration guides. 5’s 175 billion Aug 2, 2023 · Llama vs. In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA-65B is competitive with the best models, Chinchilla70B and PaLM-540B. GPT-4's knowledge is updated until April 2023, whereas Llama 3's extends to December 2023. By comparison, OpenAI's GPT-3 model—the foundational model behind ChatGPT—has 175 billion parameters. The models are free for research as well as commercial use and have double the context length of Llama 1. 9% in the HumanEval benchmark, surpassing Llama 3’s 81. rncvikemwchtmkjwpajsiuykacmrfzfaenncvwruosymvrrh