windows macos linux artificial-intelligence generative-art image-generation inpainting img2img ai-art outpainting txt2img latent-diffusion stable-diffusion. In this organization you can find the artefacts of this collaboration: StarCoder, a state-of-the-art language model for code. Most code checkers provide in-depth insights into why a particular line of code was flagged to help software teams implement. 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. . . Key features code completition. Flag Description--deepspeed: Enable the use of DeepSpeed ZeRO-3 for inference via the Transformers integration. TL;DR: CodeT5+ is a new family of open code large language models (LLMs) with improved model architectures and training techniques. Supercharger has the model build unit tests, and then uses the unit test to score the code it generated, debug/improve the code based off of the unit test quality score, and then run it. Furthermore, StarCoder outperforms every model that is fine-tuned on Python, can be prompted to achieve 40% pass@1 on HumanEval, and still retains its performance on other programming languages. See all alternatives. You switched accounts on another tab or window. Some common questions and the respective answers are put in docs/QAList. Release notes. Led by ServiceNow Research and Hugging Face, the open-access, open. 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 will use pretrained microsoft/deberta-v2-xlarge-mnli (900M params) for finetuning on MRPC GLUE dataset. Use it to run Spark jobs, manage Spark and Hadoop applications, edit Zeppelin notebooks, monitor Kafka clusters, and work with data. StarCoderBase Play with the model on the StarCoder Playground. However, CoPilot is a plugin for Visual Studio Code, which may be a more familiar environment for many developers. HF API token. starcoder-intellij. We fine-tuned StarCoderBase model for 35B. So there are two paths to use ChatGPT with Keymate AI search plugin after this: Path 1: If you don't want to pay $20, give GPT4 and Keymate. Cody’s StarCoder runs on Fireworks, a new platform that provides very fast inference for open source LLMs. 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 . sketch. Deprecated warning during inference with starcoder fp16. They honed StarCoder’s foundational model using only our mild to moderate queries. Users can check whether the current code was included in the pretraining dataset by. Esta impresionante creación, obra del talentoso equipo de BigCode, se ha. StarCoder简介. Using BigCode as the base for an LLM generative AI code. A code checker is automated software that statically analyzes source code and detects potential issues. John Phillips. 4TB dataset of source code were open-sourced at the same time. The model will start downloading. 230620: This is the initial release of the plugin. StarCoder was also trained on JupyterNotebooks and with Jupyter plugin from @JiaLi52524397. countofrequests: Set requests count per command (Default: 4. We observed that StarCoder matches or outperforms code-cushman-001 on many languages. Integration with Text Generation Inference for. import requests. Click the Marketplace tab and type the plugin name in the search field. Stablecode-Completion by StabilityAI also offers a quantized version. GitLens simply helps you better understand code. Pass model = <model identifier> in plugin opts. But this model is too big, hf didn't allow me to use it, it seems you have to pay. Their Accessibility Scanner automates violation detection. Dưới đây là những điều bạn cần biết về StarCoder. Finetune is available in the self-hosting (docker) and Enterprise versions. The API should now be broadly compatible with OpenAI. Find all StarCode downloads on this page. Their Accessibility Plugin provides native integration for seamless accessibility enhancement. It emphasizes open data, model weights availability, opt-out tools, and reproducibility to address issues seen in closed models, ensuring transparency and ethical usage. The list of officially supported models is located in the config template. developers can integrate compatible SafeCoder IDE plugins. Using GitHub data that is licensed more freely than standard, a 15B LLM was trained. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. How did data curation contribute to model training. The new open-source VSCode plugin is a useful tool for software development. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. In a cell, press "ctrl + space" to trigger Press "ctrl" to accpet the proposition. StarChat-β is the second model in the series, and is a fine-tuned version of StarCoderPlus that was trained on an "uncensored" variant of the openassistant-guanaco dataset. 0: Open LLM datasets for instruction-tuning. Note that the model of Encoder and BERT are similar and we. Despite limitations that can result in incorrect or inappropriate information, StarCoder is available under the OpenRAIL-M license. Einstein for Developers assists you throughout the Salesforce development process. 0) and setting a new high for known open-source models. It’s not fine-tuned on instructions, and thus, it serves more as a coding assistant to complete a given code, e. ; Click on your user in the top right corner of the Hub UI. However, CoPilot is a plugin for Visual Studio Code, which may be a more familiar environment for many developers. We achieved a good score of 75. 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. Here we can see how a well crafted prompt can induce coding behaviour similar to that observed in ChatGPT. StarCoder, a new state-of-the-art open-source LLM for code generation, is a major advance to this technical challenge and a truly open LLM for everyone. GitLens. It uses the same architecture and is a drop-in replacement for the original LLaMA weights. 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. Text Generation Inference (TGI) is a toolkit for deploying and serving Large Language Models (LLMs). OpenLLM is an open-source platform designed to facilitate the deployment and operation of large language models (LLMs) in real-world applications. Jul 7. It allows you to quickly glimpse into whom, why, and when a line or code block was changed. In. In simpler terms, this means that when the model is compiled with e. Install this plugin in the same environment as LLM. . Codeium is a free Github Copilot alternative. Also, if you want to enforce further your privacy you can instantiate PandasAI with enforce_privacy = True which will not send the head (but just. You signed out in another tab or window. To install a specific version, go to the plugin page in JetBrains Marketplace, download and install it as described in Install plugin from disk. StarCoderPlus is a fine-tuned version of StarCoderBase on a mix of: The English web dataset RefinedWeb (1x) StarCoderData dataset from The Stack (v1. High Accuracy and efficiency multi-task fine-tuning framework for Code LLMs. The StarCoder models are 15. Supports. However, StarCoder offers more customization options, while CoPilot offers real-time code suggestions as you type. Depending on your operating system, follow the appropriate commands below: M1 Mac/OSX: Execute the following command: . 2, 6. 0: Open LLM datasets for instruction-tuning. Q2. The model created as a part of the BigCode initiative is an improved version of the. 6%:. Recently, Hugging Face and ServiceNow announced StarCoder, a new open source LLM for coding that matches the performance of GPT-4. 500 millones de parámetros y es compatible con más de 80 lenguajes de programación, lo que se presta a ser un asistente de codificación cruzada, aunque Python es el lenguaje que más se beneficia. Once it's finished it will say "Done". Choose your model on the Hugging Face Hub, and, in order of precedence, you can either: Set the LLM_NVIM_MODEL environment variable. 5. 5-turbo for natural language to SQL generation tasks on our sql-eval framework, and significantly outperforms all popular open-source models. SANTA CLARA, Calif. StarCoderBase was trained on a vast dataset of 1 trillion tokens derived from. Right now the plugin is only published on the proprietary VS Code marketplace. This model is designed to facilitate fast large. However, most existing models are solely pre-trained on extensive raw code data without instruction fine-tuning. Supercharger I feel takes it to the next level with iterative coding. We found that removing the in-built alignment of the OpenAssistant dataset. 2: Apache 2. Installation. LLMs make it possible to interact with SQL databases using natural language. Install the huggingface-cli and run huggingface-cli login - this will prompt you to enter your token and set it at the right path. 「 StarCoder 」と「 StarCoderBase 」は、80以上のプログラミング言語、Gitコミット、GitHub issue、Jupyter notebookなど、GitHubから許可されたデータで学習したコードのためのLLM (Code LLM) です。. edited. SQLCoder is a 15B parameter model that slightly outperforms gpt-3. Select the cloud, region, compute instance, autoscaling range and security. . Compatible with IntelliJ IDEA (Ultimate, Community), Android Studio and 16 more. #134 opened Aug 30, 2023 by code2graph. The StarCoder team, in a recent blog post, elaborated on how developers can create their own coding assistant using the LLM. TGI enables high-performance text generation for the most popular open-source LLMs, including Llama, Falcon, StarCoder, BLOOM, GPT-NeoX, and T5. Phind-CodeLlama-34B-v1 is an impressive open-source coding language model that builds upon the foundation of CodeLlama-34B. Click Download. Plugin for LLM adding support for the GPT4All collection of models. 5 with 7B is on par with >15B code-generation models (CodeGen1-16B, CodeGen2-16B, StarCoder-15B), less than half the size. HuggingFace has partnered with VMware to offer SafeCoder on the VMware Cloud platform. The new VSCode plugin complements StarCoder, allowing users to check if their code was in the pretraining. The resulting defog-easy model was then fine-tuned on difficult and extremely difficult questions to produce SQLcoder. 1. Once it's finished it will say "Done". What’s the difference between CodeGen, OpenAI Codex, and StarCoder? Compare CodeGen vs. Models and providers have three types in openplayground: Searchable; Local inference; API; You can add models in. SQLCoder is a 15B parameter model that slightly outperforms gpt-3. . The program can run on the CPU - no video card is required. Key features include:Large pre-trained code generation models, such as OpenAI Codex, can generate syntax- and function-correct code, making the coding of programmers more productive and our pursuit of artificial general intelligence closer. 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. The process involves the initial deployment of the StarCoder model as an inference server. The example starcoder binary provided with ggml; As other options become available I will endeavour to update them here (do let me know in the Community tab if I've missed something!) Tutorial for using GPT4All-UI Text tutorial, written by Lucas3DCG; Video tutorial, by GPT4All-UI's author ParisNeo; Provided filesServiceNow and Hugging Face release StarCoder, one of the world’s most responsibly developed and strongest-performing open-access large language model for code generation. 230620: This is the initial release of the plugin. 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. More 👇StarCoder improves quality and performance metrics compared to previous models such as PaLM, LaMDA, LLaMA, and OpenAI code-cushman-001. Windows (PowerShell): Execute: . Users can also access StarCoder LLM through . StarCode point of sale software free downloads and IDLocker password manager free downloads are available on this page. Class Catalog. Their Accessibility Plugin provides native integration for seamless accessibility enhancement. StarCoder. TensorRT-LLM v0. 4 Provides SonarServer Inspection for IntelliJ 2020. Project starcoder’s online platform provides video tutorials and recorded live class sessions which enable K-12 students to learn coding. It also generates comments that explain what it is doing. 2), with opt-out requests excluded. Convert the model to ggml FP16 format using python convert. You signed in with another tab or window. 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. NM, I found what I believe is the answer from the starcoder model card page, fill in FILENAME below: <reponame>REPONAME<filename>FILENAME<gh_stars>STARS code<|endoftext|>. Compare price, features, and reviews of the software side-by-side to make the best choice for your business. StarCoder in 2023 by cost, reviews, features, integrations, and more. You switched accounts on another tab or window. CodeFuse-MFTCoder is an open-source project of CodeFuse for multitasking Code-LLMs(large language model for code tasks), which includes models, datasets, training codebases and inference guides. like 0. An unofficial Copilot plugin for Emacs. Repository: bigcode/Megatron-LM. 3+). StarCoder is essentially a generator that combines autoencoder and graph-convolutional mechanisms with the open set of neural architectures to build end-to-end models of entity-relationship schemas. With OpenLLM, you can run inference on any open-source LLM, deploy them on the cloud or on-premises, and build powerful AI applications. 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. GPT4All Chat Plugins allow you to expand the capabilities of Local LLMs. It was developed through a research project that ServiceNow and Hugging Face launched last year. The system supports both OpenAI modes and open-source alternatives from BigCode and OpenAssistant. / gpt4all-lora. AI prompt generating code for you from cursor selection. Requests for code generation are made via an HTTP request. The easiest way to run the self-hosted server is a pre-build Docker image. StarCoder is an LLM designed solely for programming languages with the aim of assisting programmers in writing quality and efficient code within reduced time frames. investigate getting the VS Code plugin to make direct calls to the API inference endpoint of oobabooga loaded with a StarCoder model that seems specifically trained with coding. 1. 0. You can use the Hugging Face Inference API or your own HTTP endpoint, provided it adheres to the API specified here or here. I worked with GPT4 to get it to run a local model, but I am not sure if it hallucinated all of that. The list of supported products was determined by dependencies defined in the plugin. Text-Generation-Inference is a solution build for deploying and serving Large Language Models (LLMs). Learn more. Free. It can be used by developers of all levels of experience, from beginners to experts. Click the Model tab. The model has been trained on more than 80 programming languages, although it has a particular strength with the. Their Accessibility Scanner automates violation detection and. 1. ai. AI is an iOS. JoyCoder. Compare ChatGPT vs. In the documentation it states that you need to create a HuggingfFace token and by default it uses the StarCoder model. 1. This article is part of the Modern Neovim series. . 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. Hello! We downloaded the VSCode plugin named “HF Code Autocomplete”. In terms of ease of use, both tools are relatively easy to use and integrate with popular code editors and IDEs. This open-source software provides developers working with JavaScript, TypeScript, Python, C++, and more with features. The StarCoder models are 15. 2), with opt-out requests excluded. 🚂 State-of-the-art LLMs: Integrated support for a wide. 0-GPTQ. Note: The reproduced result of StarCoder on MBPP. prompt = """You must respond using JSON format, with a single action and single action input. The star coder is a cutting-edge large language model designed specifically for code. Support for the official VS Code copilot plugin is underway (See ticket #11). The app leverages your GPU when. The companies claim that StarCoder is the most advanced model of its kind in the open-source ecosystem. StarCoder Continued training on 35B tokens of Python (two epochs) MultiPL-E Translations of the HumanEval benchmark into other programming languages. even during peak times - Faster response times - GPT-4 access - ChatGPT plugins - Web-browsing with ChatGPT - Priority access to new features and improvements ChatGPT Plus is available to customers in the. We will look at the task of finetuning encoder-only model for text-classification. In a cell, press "ctrl + space" to trigger Press "ctrl" to accpet the proposition. Add this topic to your repo. 230627: Added manual prompt through right-click > StarCoder Prompt (hotkey CTRL+ALT+R) 0. 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. The star coder is a cutting-edge large language model designed specifically for code. 9. Doesnt require using specific prompt format like starcoder. el development by creating an account on GitHub. With Copilot there is an option to not train the model with the code in your repo. More specifically, an online code checker performs static analysis to surface issues in code quality and security. 25: Apache 2. Led by ServiceNow Research and Hugging Face, the open. #133 opened Aug 29, 2023 by code2graph. By default, this extension uses bigcode/starcoder & Hugging Face Inference API for the inference. Name Release Date Paper/BlogStarCODER. When using LocalDocs, your LLM will cite the sources that most. Salesforce has been super active in the space with solutions such as CodeGen. It allows you to utilize powerful local LLMs to chat with private data without any data leaving your computer or server. 230620. The StarCoder is a cutting-edge large language model designed specifically for code. 4. 0-GPTQ. FlashAttention. It is written in Python and trained to write over 80 programming languages, including object-oriented programming languages like C++, Python, and Java and procedural programming. StarCoder — which is licensed to allow for royalty-free use by anyone, including corporations — was trained in over 80 programming languages. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. I recommend using the huggingface-hub Python library: pip3 install huggingface-hub. In particular, it outperforms. 💫StarCoder in C++. 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. It also significantly outperforms text-davinci-003, a model that's more than 10 times its size. Roblox researcher and Northeastern University. Discover amazing ML apps made by the communityLM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). Contact: For questions and comments about the model, please email [email protected] landmark moment for local models and one that deserves the attention. BLACKBOX AI is a tool that can help developers to improve their coding skills and productivity. . 0-GPTQ. Discover why millions of users rely on UserWay’s. StarCoder and StarCoderBase, two cutting-edge Code LLMs, have been meticulously trained using GitHub’s openly licensed data. This plugin enable you to use starcoder in your notebook. AI prompt generating code for you from cursor selection. Using GitHub data that is licensed more freely than standard, a 15B LLM was trained. StarCoderBase was trained on a vast dataset of 1 trillion tokens derived from. Click the Marketplace tab and type the plugin name in the search field. GOSIM Conference: Held annually, this conference is a confluence of minds from various spheres of the open-source domain. It makes exploratory data analysis and writing ETLs faster, easier and safer. As per StarCoder documentation, StarCode outperforms the closed source Code LLM code-cushman-001 by OpenAI (used in the early stages of Github Copilot ). 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. Cody’s StarCoder runs on Fireworks, a new platform that provides very fast inference for open source LLMs. 5B parameter models trained on 80+ programming languages from The Stack (v1. 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. More details of specific models are put in xxx_guide. Originally, the request was to be able to run starcoder and MPT locally. Ask Question Asked 2 months ago. 5. The integration of Flash Attention further elevates the model’s efficiency, allowing it to encompass the context of 8,192 tokens. The StarCoder LLM is a 15 billion parameter model that has been trained on source code that was permissively licensed and available on GitHub. . Now you can give Internet access to your characters, easily, quickly and free. It seems really weird that the model that oriented toward programming is worse at programming than a smaller general purpose model. llm install llm-gpt4all. Overall. 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. A community for Roblox, the free game building platform. The resulting model is quite good at generating code for plots and other programming tasks. More information: Features: AI code. modules. StarCoder is part of the BigCode Project, a joint effort of ServiceNow and Hugging Face. Tutorials. and 2) while a 40. ago. Compare Replit vs. It requires simple signup, and you get to use the AI models for. The model has been trained on more than 80 programming languages, although it has a particular strength with the. ServiceNow and Hugging Face release StarCoder, one of the world’s most responsibly developed and strongest-performing open-access large language model for code generation. With Copilot there is an option to not train the model with the code in your repo. StarCoder models can be used for supervised and unsupervised tasks, such as classification, augmentation, cleaning, clustering, anomaly detection, and so forth. 3;. 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. No matter what command I used, it still tried to download it. Introducing: 💫 StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. It can also do fill-in-the-middle, i. 可以实现一个方法或者补全一行代码。. @inproceedings{zheng2023codegeex, title={CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Evaluations on HumanEval-X}, author={Qinkai Zheng and Xiao Xia and Xu Zou and Yuxiao Dong and Shan Wang and Yufei Xue and Zihan Wang and Lei Shen and Andi Wang and Yang Li and Teng Su and Zhilin Yang and Jie Tang}, booktitle={KDD}, year={2023} } May 19. This extension contributes the following settings: ; starcoderex. Developers seeking a solution to help them write, generate, and autocomplete code. With Refact’s intuitive user interface, developers can utilize the model easily for a variety of coding tasks. CONNECT 🖥️ Website: Twitter: Discord: ️. md. StarCoder is an alternative to GitHub’s Copilot, DeepMind’s AlphaCode, and Amazon’s CodeWhisperer. StarCoder is fine-tuned version StarCoderBase model with 35B Python tokens. License: Model checkpoints are licensed under the Apache 2. The 15B parameter model outperforms models such as OpenAI’s code-cushman-001 on popular. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. Note: The reproduced result of StarCoder on MBPP. Hello! We downloaded the VSCode plugin named “HF Code Autocomplete”. With OpenLLM, you can run inference on any open-source LLM, deploy them on the cloud or on-premises, and build powerful AI applications. 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 backend specifies the type of backend to. We are comparing this to the Github copilot service. 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. Result: Extension Settings . Q4_K_M. 0 model slightly outperforms some closed-source LLMs on the GSM8K, including ChatGPT 3. With an impressive 15. At the time of writing, the AWS Neuron SDK does not support dynamic shapes, which means that the input size needs to be static for compiling and inference. CONNECT 🖥️ Website: Twitter: Discord: ️. 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. txt. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. StarCoder was the result. 2 trillion tokens: RedPajama-Data: 1. We are comparing this to the Github copilot service. Introducing: 💫StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. Currently gpt2, gptj, gptneox, falcon, llama, mpt, starcoder (gptbigcode), dollyv2, and replit are supported. 2), with opt-out requests excluded. We are releasing StarCoder and StarCoderBase, which are licensed under the BigCode OpenRAIL-M license agreement, as we initially stated here and in our membership form. And here is my adapted file: Attempt 1: from transformers import AutoModelForCausalLM, AutoTokenizer ,BitsAndBytesCon. StarCoder is an LLM designed solely for programming languages with the aim of assisting programmers in writing quality and efficient code within reduced time frames. The new VSCode plugin is a useful complement to conversing with StarCoder while developing software. The extension is available in the VS Code and Open VSX marketplaces. Supports StarCoder, SantaCoder, and Code Llama models. 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). 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. The new VSCode plugin is a useful tool to complement conversing with StarCoder during software development. List of programming. Of course, in practice, those tokens are meant for code editor plugin writers. 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. To install a specific version, go to the plugin page in JetBrains Marketplace, download and install it as described in Install plugin from disk. 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. 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. cpp Adding models to openplayground.