StarCoder-3B is a 3B parameter model trained on 80+ programming languages from The Stack (v1. Code. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. StarCoder+: StarCoderBase further trained on English web data. 14255. Combining Starcoder and Flash Attention 2. 5B parameter models trained on 80+ programming languages from The Stack (v1. While not strictly open source, it's parked in a GitHub repo, which describes it thusly: StarCoder is a language model (LM) trained on source code and natural language text. IntelliJ plugin for StarCoder AI code completion via Hugging Face API. There are many AI coding plugins available for Neovim that can assist with code completion, linting, and other AI-powered features. The StarCoder Model is a cutting-edge large language model designed specifically for code-related tasks. Model Details The base StarCoder models are 15. BigCode is focused on developing state-of-the-art LLMs for code. Text Generation Inference (TGI) is a toolkit for deploying and serving Large Language Models (LLMs). StarCoder License Agreement: The model is licensed under the BigCode OpenRAIL-M v1 license agreement. The StarCoder models are 15. I've been successfully able to finetune Starcoder on my own code, but I haven't specially prepared. 5B parameter model trained on 80+ programming languages from The Stack (v1. Trained with a trillion tokens of permissively licensed source code covering over 80 programming languages from BigCode’s The Stack v1. The OpenAI model needs the OpenAI API key and the usage is not free. Trained with a trillion tokens of permissively licensed source code covering over 80 programming languages from BigCode’s The Stack v1. vLLM is fast with: State-of-the-art serving throughput; Efficient management of attention key and value memory with PagedAttention; Continuous batching of incoming requestsDeepspeed inference support GPT BigCode (bigcode/starcoder, bigcode/gpt_bigcode-santacoder, etc. One of the challenges typically faced by researchers working on Code LLMs is the lack of transparency around the development of these systems. 2), with opt-out requests excluded. The Stack serves as a pre-training dataset for. 5B parameters created by finetuning StarCoder on CommitPackFT & OASST as described in the OctoPack paper. When I tried using AutoModelForQuestionAnswering, I am getting t…StarCoder is a new 15b state-of-the-art large language model (LLM) for code released by BigCode *. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. Repositories available 4-bit GPTQ models for GPU inference; 4, 5, and 8. StarCoder License Agreement: The model is licensed under the BigCode OpenRAIL-M v1 license agreement. Besides the core members, it invites contributors and AI researchers to. If so, the tool returns the matches and enables the user to check provenance and due attribution. Hello, has anyone explored on using StarCoder for bug detection and bug fixes? I have tried it but it doesn't show any output. at/cYZ06r Release thread 🧵StarCodeBase与StarCode一样，都是来自BigCode的开源编程大模型。. bigcode / bigcode-model-license-agreement. Duplicated from bigcode/py-search. Open and. The BigCode community, an open-scientific collaboration working on the responsi-. 14135. py files into a single text file, similar to the content column of the bigcode/the-stack-dedup Parquet. import requests. Pretraining Tokens: During pretraining, StarCoder processed a staggering 236 billion tokens, allowing it to. The model uses Multi Query Attention , a context window of. Starcoder model integration in Huggingchat. 28. Apache-2. The introduction (the text before “Tools:”) explains precisely how the model shall behave and what it should do. Abstract: The BigCode community, an open-scientific collaboration working on the responsible development of Large Language Models for Code (Code LLMs),. StarCoder is a part of the BigCode project. This tech report describes. bigcode/starcoderbase · Hugging Face We’re on a journey to advance and democratize artificial inte huggingface. Expected behavior. api. 19. Reply reply. As for the data preparation we have the code at bigcode-dataset including how we added the. You can play around with various model. If so, the tool returns the matches and enables the user to check provenance and due attribution. Example values are octocoder, octogeex, wizardcoder, instructcodet5p, starchat which use the prompting format that is put forth by the respective model creators. Bug fixBigCode StarCoder. 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. StarCoder — which is licensed to allow for royalty-free use by anyone, including corporations — was trained in over 80 programming languages as well as text from GitHub repositories, including documentation and Jupyter programming notebooks. InCoder, SantaCoder, and StarCoder: Findings from Training Code LLMs Daniel Fried, with many others from Meta AI and the BigCode project. OpenLLM will support vLLM and PyTorch. 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. Reload to refresh your session. StarCoderBase-7B is a 7B parameter model trained on 80+ programming languages from The Stack (v1. You switched accounts on another tab or window. Model card Files Files and versions CommunityJul 7. Large Language Models for Code (Code LLMs) StarCoder and StarCoderBase were developed with the help of GitHub's openly licensed data, which includes 80+ programming languages, Git commits, GitHub issues, and. 19. arxiv: 2305. Visit the HuggingFace Model Hub to see more StarCoder-compatible models. We also have extensions for: neovim. Disclaimer . Extension for Visual Studio Code - Extension for using alternative GitHub Copilot (StarCoder API) in VSCode StarCoderPlus is a fine-tuned version of StarCoderBase on a mix of: It's a 15. The extension was developed as part of StarCoder project and was updated to support the medium-sized base model, Code Llama 13B. 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. I am using gradient checkpoint and my batch size per devic. Hi. 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. First, make sure to install the latest version of Flash Attention 2 to include the sliding window attention feature. bin. swap. If unset, will look for the environment variable "OPENAI_API_KEY". co/bigcode 找到所有资源和链接！ 🤗今天是世界微笑日，🤗 让我们给自己一个微笑，给家人一个微笑，给梦想一个微笑！{"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"README. Vipitis mentioned this issue May 7, 2023. on May 16. Bigcode's StarcoderPlus GGML These files are GGML format model files for Bigcode's StarcoderPlus. co/bigcode/starcoder and accept the agreement. For large models, we recommend specifying the precision of the model using the --precision flag instead of accelerate config to have only one copy of the model in memory. utils/evaluation. 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。与LLaMA类似，我们为1万亿个代币训练了一个~15B的参数模. v0. StarCoder est un LLM de génération de code en accès libre couvrant 80 langages de programmation, permettant de modifier le code existant ou de créer un. mayank31398 already made GPTQ versions of it both in 8 and 4 bits but, to my knowledge, no GGML is available yet. HF API token. An extensive study on pre-trained models for program understanding and generation. arxiv: 2305. Recently (2023/05/04 – 2023/05/10), I stumbled upon news about StarCoder and was. The BigCode OpenRAIL-M license agreement was developed under BigCode, an open research collaboration organized by Hugging Face and ServiceNow to develop on an open and responsible basis a Large Language Model for code generation, StarCoder. The Stack contains over 6TB of permissively-licensed source code files covering 358 programming languages. We ask that you read and acknowledge the following points before using the dataset: The Stack is a collection of source code from repositories with various licenses. May 9, 2023: We've fine-tuned StarCoder to act as a helpful coding assistant 💬! Check out the chat/ directory for the training code and play with the model here. starcoder. for Named-Entity-Recognition (NER) tasks. The Starcoder models are a series of 15. like 355. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. StarChat Alpha is the first of these models, and as an alpha release is only intended for educational or research purpopses. On this page. Code. cpp, or currently with text-generation-webui. My guess is maybe is about the way they generate their Evol instructions. You. Yesterday BigCode released the large coding model that was in the making for quite some time. ; chat_prompt_template (str, optional) — Pass along your own prompt if you want to override the default template for the chat method. starcoder. The dataset was created as part of the BigCode Project, an open scientific collaboration working on the responsible development of Large Language Models for Code (Code LLMs). 1B parameter models trained on the Python, Java, and JavaScript subset of The Stack (v1. cpp to run the model locally on your M1 machine. GitHub Copilot vs. It is a joint effort of ServiceNow and Hugging Face. Language models for code are typically benchmarked on datasets such as HumanEval. Paper: OctoPack: Instruction Tuning Code Large Language Models. If you want to fine-tune on other text datasets, you just need to change data_column argument to the name of the column. ServiceNow Research and Hugging Face, which works on some of the world’s largest AI. Q2. The companies claim that StarCoder is the most advanced model of its kind in the open-source ecosystem. My initial steps are to adjust parameters. StarCoder Membership Test: 快速测试某代码是否存在于预训练数据集中。 你可以在 huggingface. The companies claim that StarCoder is the most advanced model of its kind in the open-source ecosystem. The. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"chat","path":"chat","contentType":"directory"},{"name":"finetune","path":"finetune. BigCode项目中的StarCoder，是一个160亿参数的模型，它使用了80多种编程语言、GitHub问题、Git提交和Jupiter 笔记本的一万亿个token。 StarCoder可以通过. Hugging Face and ServiceNow have partnered to develop StarCoder, a new open-source language model for code. md","path":"README. pii_redaction. . StarCoder 的一个有趣方面是它是多语言的，因此我们在 MultiPL-E 上对其进行了评估，MultiPL-E 是 HumanEval 的多语言扩展版。我们观察到 StarCoder. . 10 Use in Transformers Edit model card TinyStarCoderPy This is a 164M parameters model with the same architecture as StarCoder (8k context length, MQA & FIM). py","contentType":"file"},{"name":"merge_peft. Compare ChatGPT vs. The model should load, eg for bigcode/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. Accelerate has the advantage of automatically handling mixed precision & devices. 5B parameter models trained on 80+ programming languages from The Stack (v1. BigCode, the body behind the model, is a project intended to responsibly develop LLMs led by ServiceNow and Hugging Face. — BigCode (@BigCodeProject) May 4, 2023. 1 to use the GPTBigCode architecture. For santacoder: Task: "def hello" -> generate 30 tokens. This tech report describes the progress of the collaboration until December 2022, outlining the current state of the Personally Identifiable Information (PII) redaction pipeline. We’re on a journey to advance and democratize artificial intelligence through open source and open science. You signed out in another tab or window. Combining Starcoder and Flash Attention 2. {StarCoder}: may the. HuggingfaceとServiceNowが開発したStarCoderを紹介していきます。このモデルは、80以上のプログラミング言語でトレーニングされて155億パラメータを持つ大規模言語モデルです。1兆トークンでトレーニングされております。コンテキストウィンドウが8192トークンです。 今回は、Google Colabでの実装方法. Result: Extension Settings . Model Summary. StarCoder and StarCoderBase: 15. BigCode developed and released StarCoder Dataset Search, an innovative data governance tool for developers to check if their generated source code or input to the tool was based on data from The Stack. StarCoder se sitúa en la esfera de BigCode, un proyecto de colaboración entre ServiceNow y Hugging Face, una startup con sede en Nueva York que está cambiando el desarrollo y el uso de los modelos lingüísticos, haciéndolos menos complejos de desplegar y menos costosos, participando activamente. Otherwise, please refer to Adding a New Model for instructions on how to implement support for your model. BigCode developed and released StarCoder Dataset Search, an innovative data governance tool for developers to check if their generated source code or input to the tool was based on data from The Stack. By default, this extension uses bigcode/starcoder & Hugging Face Inference API for the inference. arxiv: 2205. Model card Files Files and versions CommunityI am trying to further train bigcode/starcoder 15 billion parameter model with 8k context length using 80 A100-80GB GPUs (10 nodes and 8 GPUs on each node) using accelerate FSDP. Requires the bigcode fork of transformers. Sign up for free to join this conversation on GitHub . In this technical report, we describe our efforts to develop StarCoder and StarCoderBase, two Training should take around 45 minutes: torchrun --nproc_per_node=8 train. 5B parameter models trained on 80+ programming languages from The Stack (v1. """Query the BigCode StarCoder model about coding questions. 5B parameters and an extended context length. In general, we expect applicants to be affiliated with a research organization (either in academia or. Introducing: 💫 StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. The binary is downloaded from the release page and stored in: vim. nvim the first time it is loaded. Fine-tuning StarCoder for chat-based applications . metallicamax • 6 mo. It was trained. With an impressive 15. BigCode - StarCoder code completion playground is a great way to test the model's capabilities. Assets 2. for Named-Entity-Recognition (NER) tasks. Claim this Software page Available for Windows, Mac, Linux and On-Premises. BigCode a récemment lancé un nouveau modèle de langage de grande taille (LLM) appelé StarCoder, conçu pour aider les développeurs à écrire du code efficace plus rapidement. ; StarCoderBase: A code generation model trained on 80+ programming languages, providing broad language coverage for code generation. You can find all the resources and links at huggingface. model (str, optional, defaults to "text-davinci-003") — The name of the OpenAI model to use. About BigCode BigCode is an open scientific collaboration led jointly by Hugging Face and ServiceNow that works. Closing this issue as we added a hardware requirements section here and we have a ggml implementation at starcoder. "/llm_nvim/bin". This is a demo to generate text and code with the following StarCoder models: StarCoderPlus: A finetuned version of StarCoderBase on English web data, making it strong in both English text and code generation. Since the makers of that library never made a version for Windows,. metallicamax • 6 mo. Open. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. 5b. 02150. Repository: bigcode/Megatron-LM. GPTQ is SOTA one-shot weight quantization method. StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. StarCoder is a state-of-the-art method for code correction and generation using neural networks from the research community The BigCode, MIT, University of Pennsylvania, and Columbia University. Note: The reproduced result of StarCoder on MBPP. We would like to show you a description here but the site won’t allow us. We are releasing the first set of BigCode models, which are going to be licensed under the CodeML OpenRAIL-M 0. md","contentType":"file"},{"name":"config. However, it does have some drawbacks, such as outdated APIs. [2023/09] We created our Discord server!Join us to discuss vLLM and LLM serving! We will also post the latest announcements and updates there. GPT_BIGCODE Model with a token classification head on top (a linear layer on top of the hidden-states output) e. The resulting model is quite good at generating code for plots and other programming tasks. While a handful of papers on. 6 forks Report. This repository gathers all the code used to build the BigCode datasets such as The Stack as well as the preprocessing necessary used for model training. BigCode introduces StarCoder and StarCoderBase, powerful open-source code language models that work in 86 programming languages. This code is based on GPTQ. Are you tired of spending hours on debugging and searching for the right code? Look no further! Introducing the Starcoder LLM (Language Model), the ultimate. This line imports the requests module, which is a popular Python library for making HTTP requests. Before you can use the model go to hf. cpp. The StarCoder models offer unique characteristics ideally suited to enterprise self-hosted solution:Parameters . 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. 需要注意的是，这个模型不是一个指令. By default, llm-ls is installed by llm. 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. 模型训练的数据来自Stack v1. Another interesting thing is the dataset bigcode/ta-prompt named Tech Assistant Prompt, which contains many long prompts for doing in-context learning tasks. Pull requests 8. That said, the assistant is practical and really does its best, and doesn’t let caution get too much in the way of being useful. 论文的主题和研究目的是探索大型语言模型（LLM）在代码生成任务上的应用，提出了一个名为Starcoder的15亿参数的LLM. 1. More precisely, the model can complete the implementation of a function or infer the following characters in a line of code. BigCode is an open scientific collaboration working on the responsible development and use of large language models for code (Code LLMs), empowering the machine learning and open source communities through open governance. Big Code recently released its LLM, StarCoderBase, which was trained on 1 trillion tokens (“words”) in 80 languages from the dataset The Stack, a collection of source code in over 300 languages. This line assigns a URL to the API_URL variable. Pretraining Steps: StarCoder underwent 600K pretraining steps to acquire its vast code generation capabilities. Q&A for work. 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. 11 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. When developing locally, when using mason or if you built your own binary because your platform is not supported, you can set the lsp. . Guha dedicated a lot of energy to BigCode, which launched in September 2022, he says, leading a working group that focused on evaluating the open models, StarCoder and SantaCoder, created by the project. It can be prompted to reach 40% pass@1 on HumanEval and act as a Tech Assistant. The base model was trained first on a diverse collection of programming languages using the stack-dataset from BigCode, and then further trained with. bigcode-dataset Public. StarCoder and StarCoderBase: 15. ”. Tools such as this may pave the way for. 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. 3 watching Forks. . Any suggestion can help , since I aint sure whats the max length for different prompts , so setting it to a static , some time gives unwanted prediction after the actual prediction is already done. 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. It contains a gibberish-detector that we use for the filters for keys. 1 license, as we initially stated here and in our membership form. -> transformers pipeline in float 16, cuda: ~1300ms per inference. This is the dataset used for training StarCoder and StarCoderBase. swap sudo swapon -v /. 0. It is the result of quantising to 4bit using AutoGPTQ. StarCoder - コードのためのLLM. We found that removing the in-built alignment of the OpenAssistant dataset. How did data curation contribute to model training. StarCoder BigCode Write a Review. intellij. BigCode is a Hugging Face and ServiceNow-led open scientific cooperation focusing on creating huge programming language models ethically. GPTQ-for-SantaCoder-and-StarCoder. gpt_bigcode code Eval Results Inference Endpoints text-generation-inference. sudo dd if=/dev/zero of=/. weight'] - This IS expected if you are initializing GPTBigCodeModel from the checkpoint of a model trained on another task or with another architecture (e. Note: The reproduced result of StarCoder on MBPP. Running App Files Files Community 2. 1. You can play around with various model formats, prefixes, and fill-ins to get the full experience. The team is committed to privacy and copyright compliance, and releases the models under a commercially viable license. More information: Features: AI code completion. StableCode, tuttavia, non. Previously huggingface-vscode. In December 2022, the BigCode community also released SantaCoder (Ben Allal et al. 1) (which excluded opt-out requests). OctoCoder is an instruction tuned model with 15. py contains the code to redact the PII. License: bigcode-openrail-m. Running App Files Files Community 4. 而StarCode则是前面基础上，继续在350亿的python tokens上训练。. gpt_bigcode code Eval Results Inference Endpoints text-generation-inference. Learn more about TeamsLet's examine this by comparing GPT-2 vs StarCoder, an open source equivalent of github copilot. 6 trillion tokens. bigcode/starcoder Text Generation • Updated Oct 5 • 23. # GPT-2 example print (f " GPT-2. 2 dataset, StarCoder can be deployed to bring pair-programing like generative AI to applications with capabilities like text-to-code and text-to-workflow. News 🔥 Our WizardCoder-15B-v1. There are exactly as many bullet points as. This model can generate code and convert code from one programming language to another. Moreover, StarCoder can be prompted to achieve 40% pass@1 on HumanEval. Teams. This extension contributes the following settings: ; starcoderex. 2), with opt-out requests excluded. Please note that these GGMLs are not compatible with llama. It is difficult to see what is happening without seing the trace and the content of your checkpoint folder. at/cYZ06r Release thread 🧵This is the dataset used for training StarCoder and StarCoderBase. 44k Text Generation • Updated May 11 • 9. The StarCoder LLM is a 15 billion parameter model that has been trained on source code that was permissively licensed and available on GitHub. StarCoder LLM is a language model for code that has been trained on The Stack (v1. 14135. These features allow StarCoder to do quite well at a range of coding tasks. 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. tarodnet May 5StarCoderとは？. bigcode/the-stack-dedup. 2 dataset, StarCoder can be deployed to bring pair-programing like generative AI to applications with capabilities like text-to-code and text-to-workflow. StarCoder and StarCoderBase: 15. HuggingChatv 0. orgIn particular CodeParrot is a GPT-2 model trained to generate Python code. Less count -> less answer, faster loading) StarCoder: 最先进的代码大模型 关于 BigCode . like 2. enum. BigCode a récemment lancé un nouveau modèle de langage de grande taille (LLM) appelé StarCoder, conçu pour aider les développeurs à écrire du code efficace plus rapidement. 06161. 5b model is provided by BigCode on Hugging Face. 4. 5B parameter Language Model trained on English and 80+ programming languages. The StarCoderBase models are 15. 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. Read the research paper to learn more about model evaluation. 2), with opt-out requests excluded. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. loubnabnl BigCode org Jun 6. BigCode. model (str, optional) — The model to run inference with. The star coder is a cutting-edge large language model designed specifically for code. BigCode 是由 Hugging Face 和 ServiceNow 共同领导的开放式科学合作项目. StarCoderBase is trained on 1 trillion tokens sourced from The Stack (Kocetkov . 「 BigCode 」は、「 HuggingFace 」と「 ServiceNow 」が共同で主導するオープンなコラボレーションです。. Q&A for work. yaml --deepspeed=deepspeed_z3_config_bf16. 14135. 2) dataset, using a GPT-2 architecture with multi-query attention and Fill-in-the-Middle objective. In the new paper StarCoder: May the Source Be With You!, the BigCode community releases StarCoder and StarCoderBase, 15. TGI enables high-performance text generation for the most popular open-source LLMs, including Llama, Falcon, StarCoder, BLOOM, GPT-NeoX, and more. Tools such as this may pave the way for. $ . Code generation and code conversionStarCoder Play with the model on the StarCoder Playground. 14255. <fim_suffix>, <fim_middle> as in StarCoder models. 2), with opt-out requests excluded. Even as the release of LLaMA spurred the creation of a bevy of open-source LLMs, it seems that these new coding LLMs will do the same for auto-coders. 6k. The binary is downloaded from the release page and stored in: vim. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. Repository: bigcode/Megatron-LM; Project Website: bigcode-project. Notes: accelerate: You can also directly use python main. StarCoderBase outperforms all multi-programming-language code LLMs, and StarCoder surpasses all. . The RCA for the micro_batch_per_gpu * gradient_acc_step * world_size 256 != 4 * 8 * 1 is that the deepspeed environment is not being set up as a result of which the world_size is set to 1. I'm attempting to run the Starcoder model on a Mac M2 with 32GB of memory using the Transformers library in a CPU environment. The BigCode community, an open-scientific collaboration working on the responsi-. py contains the code to evaluate the PII detection on our. HuggingFace and ServiceNow launched the open StarCoder LLM back in May, which is fundamentally based on BigCode. StarCoder是基于GitHub数据训练的一个代码补全大模型。. Testing. 06161. starcoder. We added a linear layer as a token classification head. License: bigcode-openrail-m. co/bigcode/starcoder and fill accept the agreement if you want to be able to use the model. Reload to refresh your session. 12244. Il représente une étape majeure du projet BigCode, une initiative conjointe de Service Now, plateforme cloud d’automatisation de flux de travail, et de la start-up franco-américaine. StarCoder user reviews from verified software and service customers. Using pre-trained language models to resolve textual and semantic merge conflicts (experience paper) ISSTA (C) 2021-7. 44 stars Watchers.