;. edited May 24. You signed in with another tab or window. Quickstart. Languages: 80+ Programming languages. One of the key features of StarCoder is its maximum prompt length of 8,000 tokens. OSError: bigcode/starcoder is not a local folder and is not a valid model identifier listed on 'If this is a private repository, make sure to pass a token having permission to this repo with use_auth_token or log in with huggingface-cli login and pass use_auth_token=True. This plugin enable you to use starcoder in your notebook. The second part (the bullet points below “Tools”) is dynamically added upon calling run or chat. Before you can use the model go to hf. I concatenated all . Trained with a trillion tokens of permissively licensed source code covering over 80 programming languages from BigCode’s The Stack v1. md","contentType":"file"},{"name":"config. The Stack contains over 3TB of. OpenLLM will support vLLM and PyTorch. like 19. 5B parameter models trained on 80+ programming languages from The Stack (v1. StarChat Alpha is the first of these models, and as an alpha release is only intended for educational or research purpopses. First, let's establish a qualitative baseline by checking the output of the model without structured decoding. Alternatives to StarCoder . GPTBigCode model was first proposed in SantaCoder: don’t reach for the stars, and used by models like StarCoder. So the model tends to give better completions when we indicate that the code comes from a file with the path solutions/solution_1. py you should be able to run merge peft adapters to have your peft model converted and saved locally/on the hub. model (str, optional, defaults to "text-davinci-003") — The name of the OpenAI model to use. In general, we expect applicants to be affiliated with a research organization (either in academia or. Recently (2023/05/04 – 2023/05/10), I stumbled upon news about StarCoder and was. More precisely, the model can complete the implementation of a function or infer the following characters in a line of code. The StarCoder models are 15. Repositories available 4-bit GPTQ models for GPU inferenceIntroducción a StarCoder, el nuevo LLM. 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. This code is based on GPTQ. 14135. #134 opened Aug 30, 2023 by code2graph. Changed to support new features proposed by GPTQ. Use Intended use The model was trained on GitHub code, to assist with some tasks like Assisted Generation. 5b model is provided by BigCode on Hugging Face. Hugging Face and ServiceNow jointly oversee BigCode, which has brought together over 600 members from a wide range of academic institutions and. StarCoder models can be used for supervised and unsupervised tasks, such as classification, augmentation, cleaning, clustering, anomaly detection, and so forth. Q2. Vipitis mentioned this issue May 7, 2023. I worked with GPT4 to get it to run a local model, but I am not sure if it hallucinated all of that. 191 Text Generation Transformers PyTorch bigcode/the-stack-dedup tiiuae/falcon-refinedweb gpt_bigcode code Inference Endpoints text-generation-inference arxiv:. 14255. It is the result of quantising to 4bit using AutoGPTQ. Starcoder prefill. Previously huggingface-vscode. 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. 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. 0% and it gets an 88% with Reflexion, so open source models have a long way to go to catch up. 1 is an interim version of the license that is being drafted for the release of BigCode in March 2023. 5B parameter models trained on 80+ programming languages from The Stack (v1. arxiv: 2205. The team is committed to privacy and copyright compliance, and releases the models under a commercially viable license. 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. I try to run the model with a CPU-only python driving file but unfortunately always got failure on making some attemps. The model uses Multi Query Attention, a context. Model Summary. 29. Starcoder model integration in Huggingchat #30. 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. In a bid to change that, AI startup Hugging Face and ServiceNow Research, ServiceNow’s R&D division, today launched BigCode, a new project that aims to develop “state-of-the-art” AI systems. main: Uses the gpt_bigcode model. And make sure you are logged into the Hugging Face hub with: Claim StarCoder and update features and information. StarCoder and StarCoderBase: 15. Q&A for work. 1. Note: Any StarCoder variants can be deployed with OpenLLM. It contains a gibberish-detector that we use for the filters for keys. GPTBigCodeMLP'] not found in the base model. 5-2. The BigCode project was initiated as an open-scientific initiative with the goal of responsibly developing LLMs for code. 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. Pull requests 8. BigCode, the body behind the model, is a project intended to responsibly develop LLMs led by ServiceNow and Hugging Face. The extension was developed as part of StarCoder project and was updated to support the medium-sized base model, Code Llama 13B. StarCoder was trained on licensed data from GitHub spanning over 80 programming languages, and fine-tuning it on 35 billion Python tokens. and 2) while a 40. StarPII Model description This is an NER model trained to detect Personal Identifiable Information (PII) in code datasets. 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: StarCoderBase further trained on Python. Besides the core members, it invites contributors and AI researchers to. The StarCoder models are 15. I get some impression that it becomes slow if I increase batch size from 1 to 32 with total 256. api. 模型发布机构： BigCode. IntelliJ plugin for StarCoder AI code completion via Hugging Face API. It uses MQA for efficient generation, has 8,192 tokens context window and can do fill-in-the-middle. Q&A for work. The CodeML OpenRAIL-M 0. cpp, or currently with text-generation-webui. like 19. StarCoderBase is trained on 1 trillion tokens sourced from The Stack (KocetkovThe new kid on the block is BigCode’s StarCoder, a 16B parameter model trained on one trillion tokens sourced from 80+ programming languages, GitHub issues, Git commits, and Jupyter notebooks (all permissively licensed). Here is the code - import torch from datasets import load_dataset from transformers importThe BigCode community, an open-scientific collaboration working on the responsible development of Large Language Models for Code (Code LLMs), introduces StarCoder and StarCoderBase: 15. You can specify any of the following StarCoder models via openllm start: bigcode/starcoder; bigcode/starcoderbase; Supported backends. starcoder. Along with many other governance tools developed under the project, this. In this article we’ll discuss StarCoder in detail and how we can use it with VS Code. Note: Though PaLM is not an open-source model, we still include its results here. 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. 14135. co/bigcode/starcoder and accept the agreement. Programmers can deploy StarCoder to introduce pair-programming like generative AI to applications with capabilities like text-to-code and text-to-workflow. Tools such as this may pave the way for. In summary, these. It assumes a typed Entity-relationship model specified in human-readable JSON conventions. arxiv: 1911. StarCoder and StarCoderBase: 15. StarEncoder: Encoder model trained on TheStack. lvwerra closed this as. galfaroi commented May 6, 2023. With Inference Endpoints, you can easily deploy any machine learning model on dedicated and fully managed infrastructure. You switched accounts on another tab or window. First, make sure to install the latest version of Flash Attention 2 to include the sliding window attention feature. #30. 5B parameter model trained on 80+ programming languages from The Stack (v1. Try it here: shorturl. 19. Here you can find: Interactive blog: where we compare different code models and explain how they are trained and evaluated Code. for Named-Entity-Recognition (NER) tasks. Training any LLM relies on data, and for StableCode, that data comes from the BigCode project. 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. These first published results focus exclusively on the code aspect, which is. This hot-fix releases fixes this bug. More information: Features: AI code completion. We fine-tuned bigcode-encoder on a PII dataset we annotated, available with gated access at bigcode-pii-dataset (see bigcode-pii-dataset-training for the exact data splits). StarCoder+: StarCoderBase further trained on English web data. StarCoder is part of a larger collaboration known as the BigCode project. You can try ggml implementation starcoder. Code. However this was the case because of how imports are made in huggingface_hub. py contains the code to evaluate the PII detection on our. utils/evaluation. Leading up to Christmas weekend, BigCode brought out Santa early with the release of SantaCoder, a new open-source, multilingual large language model for code generation. GPTQ-for-SantaCoder-and-StarCoder. License: bigcode-openrail-m. BigCode is an open-source collaboration ( Hugging Face and ServiceNow) working for responsible large. pt. py contains the code to evaluate the PII detection on our. g. Table of Contents Model Summary; Use; Limitations; Training; License; Citation; Model Summary The StarCoder models are 15. 14255. #14. 1B parameter models trained on the Python, Java, and JavaScript subset of The Stack (v1. TinyStarCoderPy. 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. We’re excited to announce the BigCode project, led by ServiceNow Research and Hugging Face. By default, llm-ls is installed by llm. like 2. More information: Features: AI code completion. The StarCoder models are 15. . BigCode introduces StarCoder and StarCoderBase, powerful open-source code language models that work in 86 programming languages. Connect and share knowledge within a single location that is structured and easy to search. pii_detection. StarCoderは、MicrosoftのVisual Studio Code. 模型训练的数据来自Stack v1. Bigcode's Starcoder GPTQ These files are GPTQ 4bit model files for Bigcode's Starcoder. Try it here: shorturl. gpt_bigcode code Eval Results Inference Endpoints text-generation-inference. 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. BigCode BigCode is an open scientific collaboration working on responsible training of large language models for coding applications. 5b. 🐙OctoPack 📑The Stack The Stack is a 6. You switched accounts on another tab or window. Reply reply. at/cYZ06r Release thread 🧵StarCodeBase与StarCode一样，都是来自BigCode的开源编程大模型。. Testing. We’re on a journey to advance and democratize artificial intelligence through open source and open science. "/llm_nvim/bin". First, make sure to install the latest version of Flash Attention 2 to include the sliding window attention feature. Text Generation Transformers PyTorch gpt_bigcode code Eval Results Inference Endpoints text-generation-inference. It can be prompted to reach 40% pass@1 on HumanEval and act as a Tech Assistant. 2 dataset. Large Language Models (LLMs) are fast becoming an essential tool for all fields of AI research. 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. Its training data even incorporates text extracted from GitHub issues and commits and from notebooks. With an impressive 15. 以下の記事が面白かったので、簡単にまとめました。. When developing locally, when using mason or if you built your own binary because your platform is not supported, you can set the lsp. StarCoder License Agreement: The model is licensed under the BigCode OpenRAIL-M v1 license agreement. 19. Somewhat surprisingly, the answer is yes! We fine-tuned StarCoder on two high-quality datasets that have been created by the community:BigCode recently released a new artificially intelligent LLM (Large Language Model) named StarCoder with the aim of helping developers write efficient code faster. [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. Please note that these GGMLs are not compatible with llama. metallicamax • 6 mo. on May 16. Learn more about Teamsstarcoder. It was trained. Model Details The base StarCoder models are 15. 2) (excluding opt-out requests). One of the key features of StarCoder is its maximum prompt length of 8,000 tokens. The team then further trained StarCoderBase for 34 billion tokens on the Python subset of the dataset to create a second LLM called StarCoder. 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. OutOfMemoryError: CUDA out of memory. 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. Hi. ago. like 2. Make sure you have the gibberish_data folder in the same directory as the script. The BigCode Project aims to foster open development and responsible practices in building large language models for code. I am attempting to finetune the model using the command provided in the README. The binary is downloaded from the release page and stored in: vim. The models use "multi-query attention" for more efficient code processing. mayank31398 already made GPTQ versions of it both in 8 and 4 bits but, to my knowledge, no GGML is available yet. Is it possible to integrate StarCoder as an LLM Model or an Agent with LangChain, and chain it in a complex usecase? Any help / hints on the same would be appreciated! ps: Inspired from this issue. arxiv: 1911. Introduction. bigcode/the-stack-dedup. If pydantic is not correctly installed, we only raise a warning and continue as if it was not installed at all. Running App Files Files Community 32 Discover amazing ML apps made by the community Spaces. The BigCode community, an open-scientific collaboration working on the responsi-. The StarCoder models are 15. すでにGithub Copilotなど、プログラムをAIが支援するシステムがいくつか公開されていますが、StarCoderはロイヤリティ無料で使用できるのがすごいです。. I then scanned the text and sliced code snippets with 1024 characters to train the model for 1000 steps. The contact information is. use the model offline. Hugging FaceとServiceNowによるコード生成AIシステムです。. StarCoderBase: Trained on 80+ languages from The Stack. Connect and share knowledge within a single location that is structured and easy to search. nvim the first time it is loaded. The SantaCoder models are a series of 1. The StarCoder LLM is a 15 billion parameter model that has been trained on source code that was permissively licensed and available on GitHub. Again, bigcode2/3 are worse than bigcode, suspecting the fused layer norm. co/bigcode! YouTube This line imports the requests module, which is a popular Python library for making HTTP requests. If you want to fine-tune on other text datasets, you just need to change data_column argument to the name of the column. json. Describe the bug I tied to download a new model which is visible in huggingface: bigcode/starcoder But failed due to the "Unauthorized". starcoder. One striking feature of these large pre-trained models is that they can be adapted to a wide variety of language tasks, often with very little in-domain data. StarCoder is part of the BigCode Project, a joint effort of ServiceNow and Hugging Face. Otherwise, please refer to Adding a New Model for instructions on how to implement support for your model. 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 and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+. 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. Usage. $ . 5B parameter models trained on 80+ programming languages from The Stack (v1. HF API token. 1) (which excluded opt-out requests). Notifications. Learn more about TeamsLet's examine this by comparing GPT-2 vs StarCoder, an open source equivalent of github copilot. No matter what command I used, it still tried to download it. pii_redaction. 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. cpp. 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. You can supply your HF API token (hf. Reload to refresh your session. For example,. Disclaimer. Here are my notes from further investigating the issue. StarCoder combines graph-convolutional networks, autoencoders, and an open set of. pii_redaction. In December 2022, the BigCode community also released SantaCoder (Ben Allal et al. 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. # 11 opened 7 months ago by. This model can generate code and convert code from one programming language to another. ago. StarCoder is a high-performance LLM for code with over 80 programming languages, trained on permissively licensed code from GitHub. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"chat","path":"chat","contentType":"directory"},{"name":"finetune","path":"finetune. Language models for code are typically benchmarked on datasets such as HumanEval. The Stack serves as a pre-training dataset for. StarCoder is part of the BigCode Project, a joint effort of ServiceNow and Hugging Face. 14135. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. No matter what command I used, it still tried to download it. 2), with opt-out requests excluded. Related: 12 Language Models You Need to Know. StarCoder-3B is a 3B parameter model trained on 80+ programming languages from The Stack (v1. arxiv: 2306. Duplicated from trl-lib/stack-llama. The model uses Multi. StarPii: StarEncoder based PII detector. The resulting model is quite good at generating code for plots and other programming tasks. In particular, the model has not been aligned to human preferences with techniques like RLHF, so may generate. My guess is maybe is about the way they generate their Evol instructions. 5B parameter models trained on 80+ programming languages from The Stack (v1. prompt: This defines the prompt. For this post, I have selected one of the free and open-source options from BigCode called Starcoder, since this will be more convenient for those getting started to experiment with such models. The new kid on the block is BigCode’s StarCoder, a 16B parameter model trained on one trillion tokens sourced from 80+ programming languages, GitHub issues, Git commits, and Jupyter notebooks (all permissively licensed). Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. FormatStarCoder 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. However, I am not clear what AutoModel I should use for this. The Stack contains over 6TB of permissively-licensed source code files covering 358 programming languages. 0. Its creation involved much experimentation, and in the end, performs similarly or better than other code generation models while staying at a comparatively small 1. When developing locally, when using mason or if you built your own binary because your platform is not supported, you can set the lsp. swap. model (str, optional) — The model to run inference with. galfaroi closed this as completed May 6, 2023. vLLM is fast with: State-of-the-art serving throughput; Efficient management of attention key and value memory with PagedAttention; Continuous batching of incoming requestsParameters . A DeepSpeed backend not set, please initialize it using init_process_group() exception is. arxiv: 2207. Enabling this setting requires users to agree to share their contact information and accept the model owners’ terms and conditions in order to access the model. StarCoder is one result of the BigCode research consortium, which involves more than 600 members across academic and industry research labs. The BigCode community, an open-scientific collaboration working on the responsi-. The OpenAI model needs the OpenAI API key and the usage is not free. 08568. bigcode-dataset Public. You. arxiv: 2305. Hardware requirements for inference and fine tuning. The BigCode community, an open-scientific collaboration working on the responsi-. 99k • 356GitHub Gist: instantly share code, notes, and snippets. Since the makers of that library never made a version for Windows,. Reload to refresh your session. starcoder. StarCoder and StarCoderBase: 15. 内容. The StarCoderBase models are 15. High-throughput serving with various decoding algorithms, including parallel sampling, beam search, and more. starcoder Public. 需要注意的是，这个模型不是一个指令. And make sure you are logged into the Hugging Face hub with: 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). StarCoder License Agreement: The model is licensed under the BigCode OpenRAIL-M v1 license agreement. Note: The reproduced result of StarCoder on MBPP. The Stack contains over 6TB of permissively-licensed source code files covering 358 programming languages. The. You signed out in another tab or window. pii_detection. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. 4TB of source code in 358 programming languages from permissive licenses. Sourcegraph Cody (5 Ratings) Cody is an AI coding assistant that lives in your editor that can find, explain, and write code. Paper: OctoPack: Instruction Tuning Code Large Language Models. The model might still be able to know how to perform FIM after that fine-tuning. 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. SivilTaram BigCode org May 16. In a cell, press "ctrl + space" to trigger Press "ctrl" to accpet the proposition. Languages: 80+ Programming languages. how to add the 40gb swap? am a bit of a noob sorry. Reload to refresh your session. data preprocess code · Issue #20 · bigcode-project/starcoder · GitHub. In the new paper StarCoder: May the Source Be With You!, the BigCode community releases StarCoder and StarCoderBase, 15. Note: The reproduced result of StarCoder on MBPP. co/settings/token) with this command: Cmd/Ctrl+Shift+P to open VSCode command palette; Type: Llm: LoginStarCoder. This is what I used: python -m santacoder_inference bigcode/starcoderbase --wbits 4 --groupsize 128 --load starcoderbase-GPTQ-4bit-128g/model. The StarCoder models offer unique characteristics ideally suited to enterprise self-hosted solution:Parameters . — BigCode (@BigCodeProject) May 4, 2023. Building an LLM first requires identifying the data that will be fed into the model to train it. You signed in with another tab or window. The main model uses Multi Query Attention, a context window of 2048 tokens, and was trained using near-deduplication and comment-to-code ratio as filtering criteria and using the. . import requests. It stems from an open scientific collaboration between Hugging Face (machine learning specialist) and ServiceNow (digital workflow company) called BigCode. 12 MiB free; 21. Duplicated from bigcode/py-search. 6 trillion tokens. Tried to allocate 144. StarCoder using this comparison chart. Introducing StarCoder – The Revolutionary Open-Source Code LLM. The Starcoder models are a series of 15. 2), with opt-out requests excluded. 46k. GitHub Copilot vs. 5B. Trained with a trillion tokens of permissively licensed source code covering over 80 programming languages from BigCode’s The Stack v1. If you are referring to fill-in-the-middle, you can play with it on the bigcode-playground. Besides the core members, it invites contributors and AI researchers to. Repositories available 4-bit GPTQ models for GPU inference; 4, 5, and 8-bit GGML models for CPU+GPU inference; Bigcoder's unquantised fp16 model in pytorch format, for GPU inference and for further. 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. Contributing. 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. The model uses Multi Query Attention, was trained using the Fill-in-the-Middle objective and with 8,192 tokens context window for a trillion tokens of heavily deduplicated data. This is the same model as SantaCoder but it can be loaded with transformers >=4. Star. Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. 5B parameter models trained on 80+ programming languages from. The binary is downloaded from the release page and stored in: vim. This is the dataset used for training StarCoder and StarCoderBase. 14135. About BigCode BigCode is an open scientific collaboration led jointly by Hugging Face and ServiceNow that works. The base model was trained first on a diverse collection of programming languages using the stack-dataset from BigCode, and then further trained with. Otherwise, please refer to Adding a New Model for instructions on how to implement support for your model. Repository: bigcode/Megatron-LM. StarCoder is a new large language model code generation tool released by BigCode (a collaboration between Hugging Face and ServiceNow), which provides a free alternative to GitHub’s Copilot and other similar code-focused platforms. 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. Code Llama: Llama 2 学会写代码了！ 引言 . 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. This is a 164M parameters model with the same architecture as StarCoder (8k context length, MQA & FIM). StarCoderBase-7B is a 7B parameter model trained on 80+ programming languages from The Stack (v1. llm-vscode is an extension for all things LLM. 6 forks Report. gpt_bigcode code Eval Results Inference Endpoints text-generation-inference. StarCoder is a 15. Building a model StarCoder is a part of Hugging Face’s and ServiceNow’s over-600-person BigCode project, launched late last year, which aims to develop “state. In the spirit of the BigScience initiative, 1 we aim to develop state-of-the-art large language models (LLMs) for code in an open and responsible way. 关于 BigCode BigCode 是由 Hugging Face 和 ServiceNow 共同领导的开放式科学合作项目，该项目致力于开发负责任的代码大模型。. import requests. BigCode is an open scientific collaboration, led by ServiceNow Research and Hugging Face, working on the responsible development of large language models for. bigcode/the-stack-dedup. One of the challenges typically faced by researchers working on Code LLMs is the lack of transparency around the development of these systems. nvim the first time it is loaded. The companies claim that StarCoder is the most advanced model of its kind in the open-source ecosystem. Introducing: 💫 StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. Alternatively, you can raise an.