5B parameter models trained on 80+ programming languages from The Stack (v1. GetEnvironmentVariable("AOAI_KEY"); var openAIClient = new OpenAIClient ( AOAI_KEY);You signed in with another tab or window. StarCoder is a new 15b state-of-the-art large language model (LLM) for code released by BigCode *. With an impressive 15. Tabby is a self-hosted AI coding assistant, offering an open-source and on-premises alternative to GitHub Copilot. Code Llama is a family of state-of-the-art, open-access versions of Llama 2 specialized on code tasks, and we’re excited to release integration in the Hugging Face ecosystem! Code Llama has been released with the same permissive community license as Llama 2 and is available for commercial use. Get. com and save the settings in the cookie file;- Run the server with the. The system supports both OpenAI modes and open-source alternatives from BigCode and OpenAssistant. The 15B parameter model outperforms models such as OpenAI’s code-cushman-001 on popular. Install Docker with NVidia GPU support. According to the announcement, StarCoder was found to have outperformed other existing open code LLMs in some cases, including the OpenAI model that powered early versions of GitHub Copilot. The extension is available in the VS Code and Open VSX marketplaces. Overview. 🤗 Transformers Quick tour Installation. StarCoder was also trained on JupyterNotebooks and with Jupyter plugin from @JiaLi52524397. md. . LLMs make it possible to interact with SQL databases using natural language. Compare ChatGPT Plus vs. . StarCoder is part of a larger collaboration known as the BigCode project. This community is unofficial and is not endorsed, monitored, or run by Roblox staff. For those, you can explicitly replace parts of the graph with plugins at compile time. """. StarCoder combines graph-convolutional networks, autoencoders, and an open set of encoder. Change Log. 5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. The output will include something like this: gpt4all: orca-mini-3b-gguf2-q4_0 - Mini Orca (Small), 1. The Large Language Model will be released on the Hugging Face platform Code Open RAIL‑M license with open access for royalty-free distribution. Some common questions and the respective answers are put in docs/QAList. As described in Roblox's official Star Code help article, a Star Code is a unique code that players can use to help support a content creator. Click the Marketplace tab and type the plugin name in the search field. Download the 3B, 7B, or 13B model from Hugging Face. You have to create a free API token from hugging face personal account and build chrome extension from the github repository (switch to developer mode in chrome extension menu). SQLCoder is fine-tuned on a base StarCoder. Learn more. Using GitHub data that is licensed more freely than standard, a 15B LLM was trained. 1. One key feature, StarCode supports 8000 tokens. Lastly, like HuggingChat, SafeCoder will introduce new state-of-the-art models over time, giving you a seamless. The plugin allows you to experience the CodeGeeX2 model's capabilities in code generation and completion, annotation, code translation, and "Ask CodeGeeX" interactive programming, which can. The app leverages your GPU when. To associate your repository with the gpt4all topic, visit your repo's landing page and select "manage topics. 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). ago. Led by ServiceNow Research and. The BigCode project was initiated as an open-scientific initiative with the goal of responsibly developing LLMs for code. 支持绝大部分主流的开源大模型，重点关注代码能力优秀的开源大模型，如Qwen, GPT-Neox, Starcoder, Codegeex2, Code-LLaMA等。 ; 支持lora与base model进行权重合并，推理更便捷。 ; 整理并开源2个指令微调数据集：Evol-instruction-66k和CodeExercise-Python-27k。 This line imports the requests module, which is a popular Python library for making HTTP requests. galfaroi commented May 6, 2023. Integration with Text Generation Inference. We will look at the task of finetuning encoder-only model for text-classification. Motivation 🤗 . Note that the FasterTransformer supports the models above on C++ because all source codes are built on C++. We observed that StarCoder matches or outperforms code-cushman-001 on many languages. SANTA CLARA, Calif. Change plugin name to SonarQube Analyzer; 2. As per StarCoder documentation, StarCode outperforms the closed source Code LLM code-cushman-001 by OpenAI (used in the early stages of Github Copilot ). The new VSCode plugin is a useful tool to complement conversing with StarCoder during software development. StarCoder - A state-of-the-art LLM for code. Rthro Swim. With Copilot there is an option to not train the model with the code in your repo. Use it to run Spark jobs, manage Spark and Hadoop applications, edit Zeppelin notebooks, monitor Kafka clusters, and work with data. 0. StarCoder using this comparison chart. The open‑access, open‑science, open‑governance 15 billion parameter StarCoder LLM makes generative AI more transparent and accessible to enable. Hugging Face and ServiceNow jointly oversee BigCode, which has brought together over 600 members from a wide range of academic institutions and. The StarCoder team, in a recent blog post, elaborated on how developers can create their own coding assistant using the LLM. Select the cloud, region, compute instance, autoscaling range and security. com. Quora Poe. Bug fix Use models for code completion and chat inside Refact plugins; Model sharding; Host several small models on one GPU; Use OpenAI keys to connect GPT-models for chat; Running Refact Self-Hosted in a Docker Container. The framework can be integrated as a plugin or extension for popular integrated development. 1) packer. The StarCoder LLM is a 15 billion parameter model that has been trained on source code that was permissively licensed and available on GitHub. 这背后的关键就在于 IntelliJ 平台弹性的插件架构，让不论是 JetBrains 的技术团队或是第三方开发者，都能通过插. Choose your model. It boasts several key features: Self-contained, with no need for a DBMS or cloud service. Convert the model to ggml FP16 format using python convert. 5B parameters and an extended context length. StarCoder using this comparison chart. 🤝 Contributing. StarCoder es un modelo de lenguaje de gran tamaño (LLM por sus siglas en inglés), desarrollado por la comunidad BigCode, que se lanzó en mayo de 2023. Features ; 3 interface modes: default (two columns), notebook, and chat ; Multiple model backends: transformers, llama. StarCoder vs. 0-GPTQ. Featuring robust infill sampling , that is, the model can “read” text of both the left and right hand size of the current position. Bug fixUse models for code completion and chat inside Refact plugins; Model sharding; Host several small models on one GPU; Use OpenAI keys to connect GPT-models for chat; Running Refact Self-Hosted in a Docker Container. StarCoderBase is trained on 1 trillion tokens sourced from The Stack (Kocetkov et al. StarCoder is part of a larger collaboration known as the BigCode. Modern Neovim — AI Coding Plugins. If you need an inference solution for production, check out our Inference Endpoints service. Like LLaMA, we based on 1 trillion yuan of training a phrase about 15 b parameter model. It allows you to utilize powerful local LLMs to chat with private data without any data leaving your computer or server. StarCoder in 2023 by cost, reviews, features, integrations, deployment, target market, support options, trial offers, training options, years in business, region, and more using the chart below. Dataset creation Starcoder itself isn't instruction tuned, and I have found to be very fiddly with prompts. StarCoder简介. StarCoder Continued training on 35B tokens of Python (two epochs) MultiPL-E Translations of the HumanEval benchmark into other programming languages. This cookie is set by GDPR Cookie Consent plugin. Choose your model on the Hugging Face Hub, and, in order of precedence, you can either: Set the LLM_NVIM_MODEL environment variable. Name Release Date Paper/BlogStarCODER. Hugging Face and ServiceNow jointly oversee BigCode, which has brought together over 600 members from a wide range of academic institutions and. Their Accessibility Plugin provides native integration for seamless accessibility enhancement. Get. jd. LocalDocs is a GPT4All feature that allows you to chat with your local files and data. The StarCoder LLM can run on its own as a text to code generation tool and it can also be integrated via a plugin to be used with popular development tools including Microsoft VS Code. These are not necessary for the core experience, but can improve the editing experience and/or provide similar features to the ones VSCode provides by default in a more vim-like fashion. MFT Arxiv paper. 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. llm install llm-gpt4all. CONNECT 🖥️ Website: Twitter: Discord: ️. However, most existing models are solely pre-trained on extensive raw code data without instruction fine-tuning. chat — use a “Decoder” architecture, which is what underpins the ability of today’s large language models to predict the next word in a sequence. --. With an impressive 15. StarCoder and StarCoderBase: 15. StarCoder is part of the BigCode Project, a joint effort of ServiceNow and Hugging Face. 1. The StarCoder models offer unique characteristics ideally suited to enterprise self-hosted solution: Uh, so 1) SalesForce Codegen is also open source (BSD licensed, so more open than StarCoder's OpenRAIL ethical license). (Available now) IBM has established a training process for its foundation models – centered on principles of trust and transparency – that starts with rigorous data collection and ends. 3 points higher than the SOTA open-source Code LLMs, including StarCoder, CodeGen, CodeGee, and CodeT5+. 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. 🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware Motivation . An open source Vector database for developing AI applications. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. Contact: For questions and comments about the model, please email [email protected] landmark moment for local models and one that deserves the attention. AI is an iOS. Features: AI code completion suggestions as you type. The StarCoder LLM is a 15 billion parameter model that has been trained on source code that was permissively licensed and available on GitHub. The cookie is used to store the user consent for the cookies in the category "Analytics". . Giuditta Mosca. sketch. OpenAI Codex vs. Once it's finished it will say "Done". ServiceNow, one of the leading digital workflow companies making the world work better for everyone, has announced the release of one of the world’s most responsibly developed and strongest-performing open-access large language model (LLM) for code generation. The new VSCode plugin is a useful complement to conversing with StarCoder while developing software. marella/ctransformers: Python bindings for GGML models. CodeT5+ achieves the state-of-the-art performance among the open-source LLMs on many challenging code intelligence tasks, including zero-shot evaluation on the code generation benchmark HumanEval. CodeGen2. 0: Open LLM datasets for instruction-tuning. When using LocalDocs, your LLM will cite the sources that most. It’s a major open-source Code-LLM. It assumes a typed Entity-relationship model specified in human-readable JSON conventions. Model Summary. Run inference with pipelines Write portable code with AutoClass Preprocess data Fine-tune a pretrained model Train with a script Set up distributed training with 🤗 Accelerate Load and train adapters with 🤗 PEFT Share your model Agents Generation with LLMs. The model was also found to be better in terms of quality than Replit’s Code V1, which seems to have focused on being cheap to train and run. First, let's establish a qualitative baseline by checking the output of the model without structured decoding. smspillaz/ggml-gobject: GObject-introspectable wrapper for use of GGML on the GNOME platform. The LM Studio cross platform desktop app allows you to download and run any ggml-compatible model from Hugging Face, and provides a simple yet powerful model configuration and inferencing UI. xml. The model uses Multi Query. Original AI: Features. 0 license. No matter what command I used, it still tried to download it. There's even a quantized version. Here's how you can achieve this: First, you'll need to import the model and use it when creating the agent. Hugging Face has also announced its partnership with ServiceNow to develop a new open-source language model for codes. 💫StarCoder in C++. The example supports the following 💫 StarCoder models: bigcode/starcoder; bigcode/gpt_bigcode-santacoder aka the smol StarCoder Note: The reproduced result of StarCoder on MBPP. 5B parameter models trained on 80+ programming languages from The Stack (v1. IntelliJ plugin for StarCoder AI code completion via Hugging Face API. Compare CodeGen vs. , 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. StarCoder using this comparison chart. Add this topic to your repo. CodeGen2. Two models were trained: - StarCoderBase, trained on 1 trillion tokens from The Stack (hf. 3. As these tools evolve rapidly across the industry, I wanted to provide some updates on the progress we’ve made, the road that’s still ahead to democratize generative AI creation,. We use the helper function get_huggingface_llm_image_uri() to generate the appropriate image URI for the Hugging Face Large Language Model (LLM) inference. The StarCoder model is designed to level the playing field so developers from organizations of all sizes can harness the power of generative AI and maximize the business impact of automation with. More information: Features: AI code completion suggestions as you type. The star coder is a cutting-edge large language model designed specifically for code. . 需要注意的是，这个模型不是一个指令. OpenLLM is an open-source platform designed to facilitate the deployment and operation of large language models (LLMs) in real-world applications. 0: Open LLM datasets for instruction-tuning. Hello! We downloaded the VSCode plugin named “HF Code Autocomplete”. Supabase products are built to work both in isolation and seamlessly together. StarCoder is a high-performance LLM for code with over 80 programming languages, trained on permissively licensed code from GitHub. . Going forward, Cody for community users will make use of a combination of proprietary LLMs from Anthropic and open source models like StarCoder (the CAR we report comes from using Cody with StarCoder). Another way is to use the VSCode plugin, which is a useful complement to conversing with StarCoder while developing software. 5. . AI Search Plugin a try on here: Keymate. Step 1: concatenate your code into a single file. How did data curation contribute to model training. Class Catalog. It allows you to quickly glimpse into whom, why, and when a line or code block was changed. 2), with opt-out requests excluded. USACO. Despite limitations that can result in incorrect or inappropriate information, StarCoder is available under the OpenRAIL-M license. more. 230620: This is the initial release of the plugin. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. TensorRT-LLM v0. The new open-source VSCode plugin is a useful tool for software development. License: Model checkpoints are licensed under the Apache 2. Automatic code generation using Starcoder. 4. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. GitLens — Git supercharged. The StarCoder is a cutting-edge large language model designed specifically for code. In particular, it outperforms. It doesn’t just predict code; it can also help you review code and solve issues using metadata, thanks to being trained with special tokens. It can process larger input than any other free open-source code model. StarCoder combines graph-convolutional networks, autoencoders, and an open set of. The StarCoder is a cutting-edge large language model designed specifically for code. StarCoderBase was trained on a vast dataset of 1 trillion tokens derived from. Then you can download any individual model file to the current directory, at high speed, with a command like this: huggingface-cli download TheBloke/sqlcoder-GGUF sqlcoder. Drop-in replacement for OpenAI running on consumer-grade hardware. FlashAttention: Fast and Memory-Efficient Exact Attention with IO-AwarenessStarChat is a series of language models that are trained to act as helpful coding assistants. By pressing CTRL+ESC you can also check if the current code was in the pretraining dataset! - Twitter thread by BigCode @BigCodeProject - RattibhaRegarding the special tokens, we did condition on repo metadata during the training We prepended the repository name, file name, and the number of stars to the context of the code file. countofrequests: Set requests count per command (Default: 4. The StarCoder model is designed to level the playing field so developers from organizations of all sizes can harness the power of generative AI and maximize the business impact of automation with. . It can process larger input than any other free. 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 code . Next we retrieve the LLM image URI. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. 💫StarCoder in C++. Introducing: 💫 StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. StarCoder using this comparison chart. Explore each step in-depth, delving into the algorithms and techniques used to create StarCoder, a 15B. StarCoder. Explore user reviews, ratings, and pricing of alternatives and competitors to StarCoder. 5B parameter models trained on 80+ programming languages from The Stack (v1. We are comparing this to the Github copilot service. It may not have as many features as GitHub Copilot, but it can be improved by the community and integrated with custom models. Requests for code generation are made via an HTTP request. Code Large Language Models (Code LLMs), such as StarCoder, have demonstrated exceptional performance in code-related tasks. GPT4All FAQ What models are supported by the GPT4All ecosystem? Currently, there are six different model architectures that are supported: GPT-J - Based off of the GPT-J architecture with examples found here; LLaMA - Based off of the LLaMA architecture with examples found here; MPT - Based off of Mosaic ML's MPT architecture with examples. These are compatible with any SQL dialect supported by SQLAlchemy (e. 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. on May 23, 2023 at 7:00 am. Each time that a creator's Star Code is used, they will receive 5% of the purchase made. Model type: StableCode-Completion-Alpha-3B models are auto-regressive language models based on the transformer decoder architecture. Click Download. S. Depending on your operating system, follow the appropriate commands below: M1 Mac/OSX: Execute the following command: . In this paper, we introduce WizardCoder, which empowers Code LLMs with complex. Hello! We downloaded the VSCode plugin named “HF Code Autocomplete”. We are comparing this to the Github copilot service. IntelliJ plugin for StarCoder AI code completion via Hugging Face API. Enterprise workflows company ServiceNow and Hugging Face, an ML tools developer, have developed an open source large language generative AI model for coding. 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. , translate Python to C++, explain concepts (what’s recursion), or act as a terminal. Developed by IBM Research these encoder-only large language models are fast and effective for enterprise NLP tasks like sentiment analysis, entity extraction, relationship detection, and classification, but require. Together, StarCoderBaseand StarCoderoutperform OpenAI’scode-cushman-001 on. Formado mediante código fuente libre, el modelo StarCoder cuenta con 15. 「StarCoderBase」は15Bパラメータモデルを1兆トークンで学習. Compare the best StarCoder alternatives in 2023. py <path to OpenLLaMA directory>. StarCoderPlus is a fine-tuned version of StarCoderBase on a mix of: The English web dataset RefinedWeb (1x) StarCoderData dataset from The Stack (v1. An unofficial Copilot plugin for Emacs. Prompt AI with selected text in the editor. The JetBrains plugin. BigCode. py","contentType":"file"},{"name":"merge_peft. 3;. StarCoder was also trained on JupyterNotebooks and with Jupyter plugin from @JiaLi52524397 it can make use of. 2; 2. - Seamless Multi-Cloud Operations: Navigate the complexities of on-prem, hybrid, or multi-cloud setups with ease, ensuring consistent data handling, secure networking, and smooth service integrationsOpenLLaMA is an openly licensed reproduction of Meta's original LLaMA model. 💫 StarCoder is a language model (LM) trained on source code and natural language text. It allows you to utilize powerful local LLMs to chat with private data without any data leaving your computer or server. StarCoderEx Tool, an AI Code Generator: (New VS Code VS Code extension) visualstudiomagazine. Developed by IBM Research, the Granite models — Granite. The Transformers Agent provides a natural language API on top of transformers with a set of curated tools. Notably, its superiority is further highlighted by its fine-tuning on proprietary datasets. StarCoder models can be used for supervised and unsupervised tasks, such as classification, augmentation, cleaning, clustering, anomaly detection, and so forth. The StarCoder models offer unique characteristics ideally suited to enterprise self-hosted solution: Jupyter Coder is a jupyter plugin based on Starcoder Starcoder has its unique capacity to leverage the jupyter notebook structure to produce code under instruction. TGI enables high-performance text generation using Tensor Parallelism and dynamic batching for the most popular open-source LLMs, including StarCoder, BLOOM, GPT-NeoX, Llama, and T5. Based on Google Cloud pricing for TPU-v4, the training. 3 pass@1 on the HumanEval Benchmarks, which is 22. StarCoder was also trained on JupyterNotebooks and with Jupyter plugin from @JiaLi52524397 it can make use of previous code and markdown cells as well as outputs to predict the next cell. The StarCoder models are 15. 5 Fixes #267: NPE in pycharm 2020. In terms of ease of use, both tools are relatively easy to use and integrate with popular code editors and IDEs. Release notes. We will use pretrained microsoft/deberta-v2-xlarge-mnli (900M params) for finetuning on MRPC GLUE dataset. 2: Apache 2. StarCoder Training Dataset Dataset description This is the dataset used for training StarCoder and StarCoderBase. More 👇StarCoder improves quality and performance metrics compared to previous models such as PaLM, LaMDA, LLaMA, and OpenAI code-cushman-001. Their Accessibility Plugin provides native integration for seamless accessibility enhancement. 👉 BigCode introduces StarCoder and StarCoderBase, powerful open-source code language models that work in 86 programming languages. 0. From StarCoder to SafeCoder At the core of the SafeCoder solution is the StarCoder family of Code LLMs, created by the BigCode project, a collaboration between Hugging Face, ServiceNow and the open source community. Hugging Face and ServiceNow released StarCoder, a free AI code-generating system alternative to GitHub’s Copilot (powered by OpenAI’s Codex), DeepMind’s AlphaCode, and Amazon’s CodeWhisperer. New: Wizardcoder, Starcoder, Santacoder support - Turbopilot now supports state of the art local code completion models which provide more programming languages and "fill in the middle" support. The easiest way to run the self-hosted server is a pre-build Docker image. can be easily integrated into existing developers workflows with an open-source docker container and VS Code and JetBrains plugins. StarCoder in 2023 by cost, reviews, features, integrations, and more. The GitHub Copilot VS Code extension is technically free, but only to verified students, teachers, and maintainers of popular open source repositories on GitHub. For example, he demonstrated how StarCoder can be used as a coding assistant, providing direction on how to modify existing code or create new code. instruct and Granite. 7 pass@1 on the. Right now the plugin is only published on the proprietary VS Code marketplace. Install this plugin in the same environment as LLM. like 0. Model Summary. The StarCoder models are 15. This adds Starcoder to the growing list of open-source AI models that can compete with proprietary industrial AI models, although Starcoder's code performance may still lag GPT-4. Models and providers have three types in openplayground: Searchable; Local inference; API; You can add models in. StarCodec provides a convenient and stable media environment by. Compare Code Llama vs. From StarCoder to SafeCoder . 6 pass@1 on the GSM8k Benchmarks, which is 24. Current Model. DeepSpeed. cpp (through llama-cpp-python), ExLlama, ExLlamaV2, AutoGPTQ, GPTQ-for-LLaMa, CTransformers, AutoAWQ ; Dropdown menu for quickly switching between different modelsGPT-4 is a Transformer-based model pre-trained to predict the next token in a document. Einstein for Developers is an AI-powered developer tool that’s available as an easy-to-install Visual Studio Code extension built using CodeGen, the secure, custom AI model from Salesforce. This article is part of the Modern Neovim series. Contribute to zerolfx/copilot. It is best to install the extensions using Jupyter Nbextensions Configurator and. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. 08 containers. 9. Issue with running Starcoder Model on Mac M2 with Transformers library in CPU environment. 6 Plugin enabling and disabling does not require IDE restart any more; 2. ; Create a dataset with "New dataset. The model will start downloading. From StarCoder to SafeCoder . Result: Extension Settings . 2，这是一个收集自GitHub的包含很多代码的数据集。. In this post we will look at how we can leverage the Accelerate library for training large models which enables users to leverage the ZeRO features of DeeSpeed. Quora Poe platform provides a unique opportunity to experiment with cutting-edge chatbots and even create your own. CTranslate2. Compare ChatGPT vs. HuggingFace has partnered with VMware to offer SafeCoder on the VMware Cloud platform. 60GB RAM. Most of those solutions remained close source. Modify API URL to switch between model endpoints. Their Accessibility Scanner automates violation detection and. versioned workflows, and an extensible plugin system. Class Name Type Description Level; Beginner’s Python Tutorial: Udemy Course:I think we better define the request. Customize your avatar with the Rthro Animation Package and millions of other items. metallicamax • 6 mo. 0. In simpler terms, this means that when the model is compiled with e. An interesting aspect of StarCoder is that it's multilingual and thus we evaluated it on MultiPL-E which extends HumanEval to many other languages. StarCoder models can be used for supervised and unsupervised tasks, such as classification, augmentation, cleaning, clustering, anomaly detection, and so forth. It’s a major open-source Code-LLM. Install Docker with NVidia GPU support. --nvme-offload-dir NVME_OFFLOAD_DIR: DeepSpeed: Directory to use for ZeRO-3 NVME offloading. 230620. Users can also access StarCoder LLM through . GitHub Copilot vs. AI assistant for software developers Covers all JetBrains products(2020. com. Some common questions and the respective answers are put in docs/QAList. ,2022), a large collection of permissively licensed GitHub repositories with in-StarCoder presents a quantized version as well as a quantized 1B version. import requests.