Describe the bug I haven't used it for some time and decided to update the image and give it a shot. However, it is estimated that only GPUs like the A100 will be able to perform inference with this model. 我们针对35B Python令牌对StarCoderBase模型. 0 — 232. Tech Assistant Prompt: With this prompt you can turn StarCoder into tech assistant. . 2) and a Wikipedia dataset. With an impressive 15. Completed 18 months in Microsoft as a Data Scientist II. , May 4, 2023 — ServiceNow, the leading digital workflow company making the world work better for everyone, today announced the release of one of the world’s most responsibly developed and strongest-performing open-access large language model (LLM) for code generation. mojo format model files for PY007's TinyLlama 1. 1b-1t-openorca. No branches or pull requests. We are releasing a series of 3B, 7B and 13B models trained on 1T tokens. Repository: bigcode/Megatron-LM. You signed in with another tab or window. BigCode Project is an open scientific collaboration run by Hugging Face and ServiceNow Research, focused on open and responsible development of LLMs for code. Project description. 我们针对35B Python令牌对StarCoderBase模型. We refined the StarCoderBase. 1B Llama model on 3 trillion tokens. BigCode was originally announced in September 2022 as an effort to build out an open community around code generation tools for AI. 5 is a family of autoregressive language models for program synthesis. StarEncoder: Encoder model trained on TheStack. StarCoder is part of the BigCode Project, a joint. StarCoder models can be used for supervised and unsupervised tasks, such as classification, augmentation, cleaning, clustering, anomaly detection, and so forth. My work published without my name. 通过过滤重复数据和低质量数据集之后，SlimPajama去除了原始RedPajama的49. 5 billion parameters and an extended context length of 8,000 tokens, it excels in various coding tasks, such as code completion, modification, and explanation. In this paper, we show that when we instead frame structured commonsense reasoning tasks as code generation. The pair unveiled StarCoder LLM, a 15 billion-parameter model designed to responsibly generate code for the open-scientific AI research community. #### Install Pytorch Nightly. Hi, you just need to change the input text, and use the content of your code files as is instead of the instruction format here. 2), with opt-out requests excluded. The. github","contentType":"directory"},{"name":". Tech Assistant Prompt: With this prompt you can turn StarCoder into tech assistant. or Sign Up to review the conditions and access this model content. 8. Tech Assistant Prompt: With this prompt you can turn StarCoder into tech assistant. Tried to allocate 144. SQLCoder has been fine-tuned on hand-crafted SQL queries in increasing orders of difficulty. Gonzalez, Ion Stoica, Nov 14, 2023Overview: Generative AI (Gen AI) is a rapidly evolving field with the potential to revolutionize the way we interact with enterprise data. StarCoder License Agreement: The model is licensed under the BigCode OpenRAIL-M v1 license agreement. vscode","path":". With an impressive 15. In response to this, we introduce SteloCoder, a decoder-only StarCoder-based LLM designed. While the finetuning data is exclusively Python, the model retains its ability in many other languages such as C or Java. No matter what command I used, it still tried to download it. Extensive benchmark testing has demonstrated that StarCoderBase outperforms other open Code LLMs and rivals closed models like OpenAI’s code-Cushman-001, which powered early versions of GitHub Copilot. StarCoderBase: Trained on an extensive dataset comprising 80+ languages from The Stack, StarCoderBase is a versatile model that excels in a wide range of programming paradigms. Optionally, you can put tokens between the files, or even get the full commit history (which is what the project did when they created StarCoder). We fine-tuned StarCoderBase on 35B Python tokens, resulting in the creation of StarCoder. vscode","path":". 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,. The TinyLlama project aims to pretrain a 1. Note: The reproduced result of StarCoder on MBPP. StableCode-Completion-Alpha-3B-4K Model Description StableCode-Completion-Alpha-3B-4K is a 3 billion parameter decoder-only code completion model pre-trained on diverse set of programming languages that topped the stackoverflow developer survey. Install datasets, accelerate and huggingface_hub. I recommend using the huggingface-hub Python library: pip3 install huggingface-hub. It contains 783GB of code in 86 programming languages, and includes 54GB GitHub Issues + 13GB Jupyter notebooks in scripts and text-code pairs, and 32GB of GitHub commits, which is approximately 250 Billion tokens. 2) dataset, using a GPT-2 architecture with multi-query attention and Fill-in-the-Middle objective. InCoder, SantaCoder, and StarCoder: Findings from Training Code LLMs Daniel Fried, with many others from Meta AI and the BigCode projectHow LLMs can be prompted to act like conversational agents. 2) and a Wikipedia dataset. I've been successfully able to finetune Starcoder on my own code, but I haven't specially prepared. First, let’s introduce BigCode! BigCode is an open science collaboration project co-led by Hugging Face and ServiceNow, with the goal of jointly code large language models (LLMs) that can be applied to “programming. by: Shuo Yang*, Wei-Lin Chiang*, Lianmin Zheng*, Joseph E. Fine-tuning . In particular CodeParrot is a GPT-2 model trained to generate Python code. module "rouge" doesn't exist on the hugging face hub either Any suggestion?CodeGen2. 31 Do check the TinyLlama github page for more information. News. StarCoderPlus is a fine-tuned version of StarCoderBase on a mix of: The English web dataset RefinedWeb (1x) StarCoderData dataset from The Stack (v1. 3 points higher than the SOTA open-source Code LLMs. Hardware requirements for inference and fine tuning. The star coder is a cutting-edge large language model designed specifically for code. {"payload":{"allShortcutsEnabled":false,"fileTree":{"finetune":{"items":[{"name":"finetune. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":". Extensive benchmark testing has demonstrated that StarCoderBase outperforms other open Code LLMs and rivals closed models like OpenAI’s code-Cushman-001, which powered early versions of GitHub Copilot. 🔥 The following figure shows that our WizardCoder-Python-34B-V1. 3" tokenizer = AutoTokenizer. The model uses Multi Query Attention, a context window of. Please checkout the Model Weights, and Paper. Introducing: 💫 StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. Converts all keys in a checkpoint from from_index format to the other format. This means TinyLlama can be plugged and. Governance Card: A card outlining the governance of the model. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. . 8/code. 5B parameter Language Model trained on English and 80+ programming languages. , 2023) and Code Llama (Rozière et al. Introduction. Teams. Code Explanation: The models can explain a code. But the default code did not work be. 5-mono is indeed very good at python for a 7B model but the codegen2-1B does incredibly well for 1/7th the size. StarCoderData：StarCoder的预训练数据集。 技术助手提示：通过此提示，您可以将StarCoder变成技术助手。 治理卡：概述模型治理的卡。 StarCoder 许可协议：该模型根据 BigCode OpenRAIL-M v1 许可协议进行许可。 StarCoder 搜索：预训练数据集中的全文搜索. Currently I am making a living by helping companies built chatbots fine tuned on their custom data. Led by ServiceNow Research and Hugging Face, the open. galfaroi changed the title minim hardware minimum hardware May 6, 2023. OpenAI’s Chat Markup Language (or ChatML for short), which provides a structuredStarChat is a series of language models that are trained to act as helpful coding assistants. Our total training time was 576 hours. This gives a total final cost of $1. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. Poro is a 34B parameter decoder-only transformer pretrained on Finnish, English and code. A rough estimate of the final cost for just training StarCoderBase would be $999K. This model is mainly used to find code defect and duplicated chunks using the code embeddings. 5 is a family of autoregressive language models for program synthesis. Try it here: shorturl. . StarCoder is a new AI language model that has been developed by HuggingFace and other collaborators to be trained as an open-source model dedicated to code completion tasks. The HumanEval accuracy is 14. With its comprehensive language coverage, it offers valuable support to developers working across different language ecosystems. Introducing StarCoder ⭐️ a 15B open-source Code-LLM created by @huggingface and @ServiceNow through @BigCodeProject 🔡 8192 token context window 📊 trained on 1 trillion token 💭 80+ Programming languages 🔐 only permissive licensed data commercial useThis is a code LM finetuned(or so-called continue pretrianed) from the 500B TinyLlama checkpoint with another 7B Python data from the starcoderdata. Most of those are support or Q&A chatbots to answer questions from clients at any hour and day. Training began on August 23, 2023, and took approximately 30 days to complete. 5 is here! 🚀. However, most existing models are solely pre-trained on extensive raw code data without instruction fine-tuning. org. ” 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. 0 model achieves the 57. No milestone. 2. Governance Card: A card outlining the governance of the model. Log in or Sign Up to review the conditions and access this model content. Javascript performance seems to have regressed in 2. Code Large Language Models (Code LLMs), such as StarCoder, have demonstrated exceptional performance in code-related tasks. So it is totally expected that increasing batch_size (as it's per device, not total) will make your steps longer. buffer. py","path":"finetune/finetune. 1B Llama model on 3 trillion tokens. One key feature, StarCode supports 8000 tokens. It also tries to avoid giving false or misleading. Try it here: shorturl. The lines in the left plot are a linear fit between pass@1 and log. 5B parameter models trained on 80+ programming languages from The Stack (v1. The StarCoder models are 15. Recently, Meta released Llama 2, an open-access model with a license that allows commercial use. If you are used to the ChatGPT style of generating code, then you should try StarChat to generate. This blog will provide a simple overview of the process of fine tuning Large Language Models (LLMs) with Enterprise data to help it produce tailored HANA SQL statements. We provide the decoding script for WizardCoder, which reads a input file and generates corresponding responses for each sample, and finally consolidates them into an output file. News Model Summary. For more details, see here. We adopted exactly the same architecture and tokenizer as Llama 2. ServiceNow Inc. from publication: VSCuda: LLM based CUDA extension for. The company, which is based on research conducted at the. Open. StarCoder大模型详细介绍. In the Model dropdown, choose the model you just downloaded: WizardCoder-15B-1. vitalyshalumov commented on Jul 10, 2022. Under Download custom model or LoRA, enter TheBloke/WizardCoder-15B-1. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against the original LLaMA models. It is being trained on 1 trillion tokens (300 billion as of this release). Some Observations. StarCoder is part of the BigCode Project, a joint effort of ServiceNow and Hugging Face. """Add support for cuda graphs, at least for decode. 4T tokens, achieving competitive results compared to StarCoderBase-15. Created to train the BigScience Large Open-science Open-access Multilingual (BLOOM) language model. StarCoder License Agreement: The model is licensed under the BigCode OpenRAIL-M v1 license agreement. This includes data from 80+ programming language, Git commits and issues, Jupyter Notebooks, and Git commits. , n-gram overlap) to remove benchmark data, we show that these methods are insufficient, and. Artificial intelligence is changing the way we write code. I am getting CUDA OutOfMemoryError: OutOfMemoryError: CUDA out of memory. The TinyLlama project aims to pretrain a 1. Replace a commonly used requirement in the programming task with a less Open-source model StarCoder generates code in 86 programming languages. On the command line, including multiple files at once. We achieve this through transparency, external validation, and supporting academic institutions through collaboration and sponsorship. The landscape for generative AI for code generation got a bit more crowded today with the launch of the new StarCoder large language model (LLM). ⚠️ . As Figure 1 shows, an epoch constitutes about 300B tokens, while the. . GitHub: All you need to know about using or fine-tuning StarCoder. You can specify base_model, input_data_path and output_data_path in src\inference_wizardcoder. 1B-Chat-v0. StarCoder's goal is to programmatically generate, train, and employ neural models tailored to complex data sets, thus allowing experts in other fields to remain focused on their particular domain, while benefiting from advancements in machine learning. We worked on optimizing it for speed and it's now about 2x cheaper (the prompt is 2x smaller) and at least 2x faster, depending on the query. SANTA CLARA, Calif. 1B. By filtering out low quality data and duplicates, we were able to remove 49. Here the config. StarCoderData: Pretraining dataset of StarCoder. 📙Paper: StarCoder may the source be with you 📚Publisher: Arxiv 🏠Author Affiliation: Hugging Face 🔑Public: 🌐Architecture Encoder-Decoder Decoder-Only 📏Model Size 15. Defog. 2 bin Model creator: PY007 Original model: TinyLlama 1. Step by step installation with conda. , 2023) have demonstrated remarkable performance in code generation. StarCoder. Summary. codegen2. . Once pretraining has completed we intend to release additional instruction-tuned and chat-tuned varieties. 2023年5月3日，Saleforce开源第二代CodeGen：CodeGen2发布. When to Use- Deployment: Good for environments with limited computational resources. The model uses Multi. 2) (1x). js" and appending to output. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. 5B parameter model trained on 80+ programming languages from The Stack (v1. Generation Dataset description. We're thrilled to introduce the latest update, PandasAI v1. The training has started on 2023-09-01. github","path":". MPS — 2021. To associate your repository with the gpt4all topic, visit your repo's landing page and select "manage topics. Thank you for creating the StarCoder model. In the top left, click the refresh icon next to Model. The model is capable of generating code snippets provided some context, but the generated code is not guaranteed to work as intended and may contain bugs or exploits. This should work pretty well. import requests. StarCoder is part of the BigCode Project, a joint effort of ServiceNow and Hugging Face. Create a new conda environment and activate it. 2), with opt-out requests excluded. Conda: Comparing WizardCoder-Python-34B-V1. py config. . 模型训练的数据来自Stack v1. I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. Danish has 3 jobs listed on their profile. 2), with opt-out requests excluded. The SlimPajama dataset eats 893GB diskspace and the starcoderdata takes 290GB. vscode","path":". 2 participants. 1k followers. 72. AITEK-DEV Aug 8. tao,qlin,djiang}@microsoft. 2), with opt-out requests excluded. The team then further trained StarCoderBase for 34 billion tokens on the Python subset of the dataset to create a second LLM called StarCoder. Over the past year, I have hosted meetups in…This is a code LM finetuned(or so-called continue pretrianed) from the 500B TinyLlama checkpoint with another 7B Python data from the starcoderdata. Below are a series of dialogues between various people and an AI technical assistant. - Twitter thread by Itamar Golan 🤓 @ItakGol - RattibhaLM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). 在去除标点符号、空白符号、换行符和制表符之后，将短于200个. 2. Contact Danish directly. pt. --- license: bigscience-openrail-m metrics: - code_eval library_name: transformers tags: - code model-index: - name: WizardCoder results: - task: type: text-generation dataset: type: openai_humaneval name: HumanEval metrics: - name: pass@1 type: pass@1 value: 0. from_pretrained (model) pipeline = transformers. github","path":". View Danish Adeel’s profile on LinkedIn, the world’s largest professional community. While the finetuning data is exclusively Python, the model retains its ability in many other languages such as C or Java. BigCode is a Hugging Face and ServiceNow-led open scientific cooperation focusing on creating huge programming language models ethically. 💫 StarCoder is a language model (LM) trained on source code and natural language text. Tech Assistant Prompt: With this prompt you can turn StarCoder into tech assistant. 而训练的数据也有三个：. Pipelines leverage LLMs and are at the core of. StarCoderData: Pretraining dataset of StarCoder. Code translations #3. The model will start downloading. In the top left, click the refresh icon next to Model. Starcoder is a brand new large language model which has been released for code generation. Need your advice. 2 vs. gradle/curiostack/gnuradio with Starcoder installed. Paper: 💫StarCoder: May the source be with you!The BigCode project is an open-scientific collaboration working on the responsible development of large language models for code. We achieve thisStarcoder uses Gradle for building. dataset = load_dataset ( "text", data_files="data. Prompt template: TinyLlama chatWe adopted exactly the same architecture and tokenizer as Llama 2. 模型训练的数据来自Stack v1. Presenting online videos, articles, programming solutions, and live/video classes!We are deeply committed to pursuing research that’s responsible and community engaged in all areas, including artificial intelligence (AI). This memorization issue is the reason. Project Website: bigcode-project. We fine-tuned StarCoderBase model for 35B Python. Starcoder uses Gradle for building. This means TinyLlama can be plugged and played in many open-source projects built upon Llama. StarPII Model description This is an NER model trained to detect Personal Identifiable Information (PII) in code datasets. Governance Card: A card outlining the governance of the model. Poro is a fully open source model and is made available under the Apache 2. IntelliJ IDEA Ultimate — 2021. 0-GPTQ. Defog’s SQLCoder is a cutting-edge LLM developed to translate natural language questions directly into SQL queries. Enterprise workflows company ServiceNow and Hugging Face, an ML tools developer, have developed an open source large language generative AI model for coding. Lee et al. Click Download. The list of supported products was determined by dependencies defined in the plugin. StarCoder using this comparison chart. StarCoder is fine-tuned version StarCoderBase model with 35B Python tokens. I appear to be stuck. While most data decontamination efforts apply string matching (e. StarCoder. 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. StarCoder是基于GitHub数据训练的一个代码补全大模型。. You will need the transformers>=4. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":". Governance Card: A card outlining the governance of the model. In this paper, we introduce WizardCoder, which empowers Code LLMs with complex. Introduction. This highlights the inherent risk of sending confidential data, for instance code, to Conversational AI providers that train on users’ inputs, as the weights could memorize the data by heart, and other users can then extract it through prompting. SANTA CLARA, Calif. SlimPajama数据产生的过程如下，首先从RedPajama中去除短的、低质量的文档。. Transformer Wrapping Policy¶. Here the config. The team says it has only used permissible data. Reload to refresh your session. Its training data incorporates more that 80 different programming languages as well as text extracted from GitHub issues and commits and from notebooks. StarCoder, a new open-access large language model (LLM) for code generation from ServiceNow and Hugging Face, is now available for Visual Studio Code, positioned as an alternative to GitHub Copilot. About BigCode BigCode is an starting up scientific collaboration led collectively by Hugging Face and ServiceNow that works on the responsible style of huge language objects for code. Paper: 💫StarCoder: May the source be with you! Point of Contact: contact@bigcode-project. data file. The model uses Multi Query. Please note that these GGMLs are not compatible with llama. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":". Compare price, features, and reviews of the software side-by-side to make the best choice for your business. Slimpajama & Starcoderdata : Data Preprocessing : Excluded GitHub subset of Slimpajama; Sampled all code from Starcoderdata : Combined Dataset Size : Around 950B tokens : Total Tokens During Training : 3 trillion (slightly more than 3 epochs/1430k steps) : Natural Language to Code Ratio : 7:3 . CodeGen2. Enter a query to check if parts of your code appear in the portion of the stack used to train StarCoder. , 2023) and Code Llama (Rozière et al. 2/ 🙈 Introduction StarCoder and StarCoderBase are Large Language Models for Code trained on GitHub data. BigCode Project. 该模型是一系列模型，参数有4个版本：3. Introducing StarCoder StarCoder and StarCoderBase are Gigantic Language Fashions for Code (Code. github","path":". 00 MiB (GPU 0; 23. github","path":". Model Details The base StarCoder models are 15. 2,628 Pulls Updated 4 weeks agoStarCoder Overview. We adhere to the approach outlined in previous studies by generating 20 samples for each problem to estimate the pass@1 score and evaluate with the same. The new code generator, built in partnership with ServiceNow Research, offers an alternative to GitHub Copilot, an early example of Microsoft’s strategy to enhance as much of its portfolio with generative AI as possible. 1st time in Star Coder:" can you a Rust function that will add two integers and return the result, and another function that will subtract two integers and return the result?The StarCoder models are 15. Usage Get started generating text with StableLM-3B-4E1T by using the following code snippet:. ROOTS is a 1. 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. github","contentType":"directory"},{"name":". It received $1. Step by step installation with conda Large language models are increasingly trained on all the data ever produced by humans. 3-GPTQ. Picture by Writer The StarCoder is a cutting-edge massive language mannequin designed particularly for code. 上述12个模型全部在HuggingFace上开源。. CuBERT, 345M (Aug 2020) is an open-sourced code understanding BERT model. Code. 我们采用了与Llama 2完全相同的架构和分词器。这意味着TinyLlama可以在许多基于Llama的开源项目中即插即用。此外，TinyLlama只有1. Project starcoder’s online platform provides video tutorials and recorded live class sessions which enable K-12 students to learn coding. StarCoder License Agreement: The model is licensed under the BigCode OpenRAIL-M v1 license agreement. 0 model achieves the 57. <a href="…BigCode BigCode is an open scientific collaboration working on responsible training of large language models for coding applications. vscode. StarCoder和StarCoderBase是基于GitHub许可数据训练的大型代码语言模型（CodeLLM），包括80多种编程语言、Git提交、GitHub问题和Jupyter笔记本。. BigCode was originally announced in September 2022 as an effort to build out an open community around code generation tools for AI. Ever since it has been released, it has gotten a lot of hype and a. A 15. WizardLM Team will open-source all the code, data, models, and algorithms recently! {"payload":{"allShortcutsEnabled":false,"fileTree":{"finetune":{"items":[{"name":"finetune. I already showed them to work with dynamic shapes (using a lot of graphs), and they add a big speedup for. We create a function that calls the OpenAI API. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. It’s imbued with intricate algorithms that scrutinize every line of code. 235. Starcoder team respects privacy and copyrights. SANTA CLARA, Calif. vscode","path":". This is the dataset used for training StarCoder and StarCoderBase. StarCoder in 2023 by cost, reviews, features, integrations, deployment, target market, support options, trial offers, training options, years. For pure code. It includes 54GB of GitHub Issues + 13GB Jupyter notebooks in script and text-code pairs, as well as 32GB of GitHub commits, equivalent to around 250 billion tokens. import evaluate evaluate. Feature request load_dataset currently does not accept jsonl as type but only json. Tech Assistant Prompt: With this prompt you can turn StarCoder into tech assistant. Rethinking Benchmark and Contamination for Language Models with Rephrased Samples Figure 1: A failure case of existing contamination detection methods (n-gram overlap, embedding similarity) on MMLURethinking Benchmark and Contamination for Language Models with Rephrased Samples Figure 1: A failure case of existing contamination detection methods (n-gram overlap, embedding similarity) on MMLUTinyLlama-1. You can specify base_model, input_data_path and output_data_path in srcinference_wizardcoder. StarCoder: may the source be with you! 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. StarCoderData: StarCoder 的预训练数据集。 Tech Assistant Prompt: 使用该提示，你可以将 StarCoder 变成技术助理。 Governance Card: 有关模型治理的卡片。 StarCoder License Agreement: 该模型基于 BigCode OpenRAIL-M v1 许可协议。 StarCoder Search: 对预训练数据集中的代码进行全文搜索。You need to agree to share your contact information to access this model. 2). Step 1: concatenate your code into a single file. 199. 2. 在去除标点符号、空白符号、换行符和制表符之后，将短于200个. They derive a contextual embedding by training a BERT model on source code. Training should take around 45 minutes: torchrun --nproc_per_node=8 train. Starcounter AB was established and started its development of Starcounter in 2006. BigCode 是由 Hugging Face 和 ServiceNow 共同领导的开放式科学合作项目. The training has started on 2023-09-01. Pretraining Steps: StarCoder underwent 600K pretraining steps to acquire its vast code generation capabilities. Like CodeGen2, this model is capable of infilling, and supports multiple programming languages. github","contentType":"directory"},{"name":". Let me help you break it down: This LLM is derived from the 15B parameter… Detect Pre-Process . It assumes a typed Entity-relationship model specified in human-readable JSON conventions. It can be prompted to reach 40% pass@1 on HumanEval and act as a Tech Assistant. - Proprietary large language models lack transparency, prompting the need for an open source alternative.