StarCoder is a 15. sudo dd if=/dev/zero of=/. Ever since it has been released, it has gotten a lot of hype and a. Running App Files Files Community 2. BigCode @BigCodeProject Announcing a holiday gift: 🎅 SantaCoder - a 1. StarCoder的context长度是8192个tokens。. Reload to refresh your session. Subscribe to the PRO plan to avoid getting rate limited in the free tier. systemsandbeyond opened this issue on May 5 · 8 comments. •. Introduction. Yesterday BigCode released the large coding model that was in the making for quite some time. 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 en su democratización. Model card Files Files and versions CommunityAs part of the BigCode project, we released and will maintain The Stack, a 6. Code generation and code conversionStarCoder Play with the model on the StarCoder Playground. There are many AI coding plugins available for Neovim that can assist with code completion, linting, and other AI-powered features. like 19. If you are interested in using other agents, Hugging Face has an easy-to-read tutorial linked here . 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. 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 *. 2), with opt-out requests excluded. Bigcode's StarcoderPlus GGML These files are GGML format model files for Bigcode's StarcoderPlus. Repository: bigcode/Megatron-LM. It features a royalty-free license, allowing users to freely modify. This code is based on GPTQ. bigcode / search. g. License: bigcode-openrail-m. StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+. As a matter of fact, the model is an autoregressive language model that is trained on both code and natural language text. As @SivilTaram specified it can respond in some of the most popular natural languages, probably. StarCoderBase-7B is a 7B parameter model 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. This blog post will introduce you to their innovative StarCoder and StarCoderBase models and discuss their evaluation, capabilities, and the resources available to support their use. The binary is downloaded from the release page and stored in: vim. We added a linear layer as a token classification head. I appear to be stuck. 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). Expected behavior. Repository: bigcode/Megatron-LM. About BigCode BigCode is an open scientific collaboration led jointly by Hugging Face and ServiceNow that works. You will be able to load with AutoModelForCausalLM and. 5B parameters and an extended context length. Disclaimer . Open. The BigCode project was initiated as an open-scientific initiative with the goal of responsibly developing LLMs for code. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. starcoder-15. The BigCode Project aims to foster open development and responsible practices in building large language models for code. GPTBigCodeAttention', 'bigcode. It will complete the implementation in accordance with Code before and Code after. 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 specify any of the following StarCoder models via openllm start: bigcode/starcoder; bigcode/starcoderbase; Supported backends. This is a 164M parameters model with the same architecture as StarCoder (8k context length, MQA & FIM). 5B parameter models with 8K context length,. This is what I used: python -m santacoder_inference bigcode/starcoderbase --wbits 4 --groupsize 128 --load starcoderbase-GPTQ-4bit-128g/model. License: bigcode-openrail-m. 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. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. Star. StarCoder and StarCoderBase: 15. I am trying to fine tune bigcode/starcoderbase model on compute A100 with 8 GPUs 80Gb VRAM. Make sure you have the gibberish_data folder in the same directory as the script. py","path":"finetune/finetune. 0. The BigCode project is an open-scientific collaboration working on the responsible development of large language models for code. StarCoder is part of a larger collaboration known as the BigCode project. Model Summary. 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 hot-fix releases fixes this bug. Evaluation . 14135. The model uses Multi Query Attention , a context window of. We leveraged the : Masked Language Modelling (MLM) and Next Sentence Prediction (NSP) objectives from BERT. OutOfMemoryError: CUDA out of memory. like 2. Disclaimer. This tech report describes the progress of the collaboration until December 2022, outlining the current state of the Personally Identifiable Information (PII) redaction pipeline, the experiments conducted to. Introducing StarCoder – The Revolutionary Open-Source Code LLM. The StarCoderBase models are 15. bigcode / bigcode-model-license-agreement. BigCode Project is an open scientific collaboration run by Hugging Face and ServiceNow Research, focused on open and responsible development of LLMs for code. . 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. at/cYZ06r Release thread 🧵This is the dataset used for training StarCoder and StarCoderBase. Key Features of. The model is capable of generating code snippets provided some context, but the generated code is not guaranteed to work as intended and may. 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. . I get some impression that it becomes slow if I increase batch size from 1 to 32 with total 256. like 2. arxiv: 2306. However, if you want to preserve the same infilling capabilities you might want to include it in the training, you can check this code which uses fim, it should be easy to adapt to the starcoder repo finetuning with PEFT since both use similar a data class. 14135. {StarCoder}: may the. The Stack serves as a pre-training dataset for. 09583. Slightly adjusted preprocessing of C4 and PTB for more realistic evaluations (used in our updated results); can be activated via the flag -. code-generation auto-completion gpt2 code-autocomplete gpt-4 starcoder wizardcoder Resources. The starcoder-15. The BigCode project is an open-scientific collaboration working on the responsible development of large language models for code. More precisely, the model can complete the implementation of a function or. 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. 69 GiB. And make sure you are logged into the Hugging Face hub with:knowing max_length is kept 300 , but answer is getting ended in 150 , so how to stop the model so that it dont give further prediction . You just have to provide the model with Code before <FILL_HERE> Code after. The resulting model is quite good at generating code for plots and other programming tasks. These features allow StarCoder to do quite well at a range of coding tasks. 14255. 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. 1B multilingual LM for code that outperforms much larger open-source models on both left-to-right generation and infilling!BigCode, an open scientific collaboration spearheaded by Hugging Face and ServiceNow, focuses on the responsible development of large language models for code. StarChat is a series of language models that are trained to act as helpful coding assistants. While a handful of papers on. vLLM is flexible and easy to use with: Seamless integration with popular Hugging Face models. Related PR: #1829. 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. Assets 2. 1B parameter model trained on Java, JavaScript, and Python code from The Stack. Visit the HuggingFace Model Hub to see more StarCoder-compatible models. json. loubnabnl BigCode org Jun 6. The Stack contains over 6TB of permissively-licensed source code files covering 358 programming languages. BigCode, the body behind the model, is a project intended to responsibly develop LLMs led by ServiceNow and Hugging Face. 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. 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. 论文的标题是《Starcoder: A Large Language Model for Code Generation》，作者是来自ServiceNow Research和Hugging Face的研究人员。. BigCode is a Hugging Face and ServiceNow-led open scientific cooperation focusing on creating huge programming language models ethically. The Stack contains over 3TB of. {"payload":{"allShortcutsEnabled":false,"fileTree":{"chat":{"items":[{"name":"README. Tensor parallelism support for distributed inference. StarCoderBase outperforms all multi-programming-language code LLMs, and StarCoder surpasses all. 14135. Key features code completition. This license is an open and responsible AI license. We would like to show you a description here but the site won’t allow us. It stems from an open scientific collaboration between Hugging Face (machine learning specialist) and ServiceNow (digital workflow company) called BigCode. You switched accounts on another tab or window. 3 pass@1 on. We’re excited to announce the BigCode project, led by ServiceNow Research and Hugging Face. StarChat is a series of language models that are fine-tuned from StarCoder to act as helpful coding assistants. This is a 15B model trained on 1T Github tokens. GPT_BIGCODE Model with a token classification head on top (a linear layer on top of the hidden-states output) e. It was developed through a research project that ServiceNow and Hugging Face launched last year. You signed out in another tab or window. 5B parameter models trained on 80+ programming languages from The Stack (v1. 2 dataset, StarCoder can be deployed to bring pair. It specifies the API. Text Generation Inference (TGI) is a toolkit for deploying and serving Large Language Models (LLMs). 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. In fp16/bf16 on one GPU the model takes ~32GB, in 8bit the model requires ~22GB, so with 4 GPUs you can split this memory requirement by 4 and fit it in less than 10GB on each using the following code. It emphasizes open data, model weights availability, opt-out tools, and reproducibility to address issues seen in closed models, ensuring transparency and ethical usage. 🎅SantaCoder BigCode Project. Parameters . StarCoder trained on a trillion tokens of licensed source code in more than 80 programming languages, pulled from BigCode’s The Stack v1. pii_detection. galfaroi changed the title minim hardware minimum hardware May 6, 2023. Result: Extension Settings . 0) and then, when prompted, input the HuggingFace User Access Token. GPT_BIGCODE Model with a token classification head on top (a linear layer on top of the hidden-states output) e. . 44k Text Generation • Updated May 11 • 9. 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. StarCoder LLM is a language model for code that has been trained on The Stack (v1. Select the cloud, region, compute instance, autoscaling range and security. 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. Uh, so 1) SalesForce Codegen is also open source (BSD licensed, so more open than StarCoder's OpenRAIL ethical license). Jupyter Notebook 214 Apache-2. 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. Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. 5B parameter Language Model trained on English and 80+ programming languages. You can also load models in 8bit with the flag --load_in_8bit or 4bit with -. Repositories available 4-bit GPTQ models for GPU inference Introducción a StarCoder, el nuevo LLM. ; pii: code for running PII detection and anonymization on. Readme License. Text Generation Transformers PyTorch gpt_bigcode code Eval Results Inference Endpoints text-generation-inference. StarCoder provides an AI pair programmer like Copilot with text-to-code and text-to-workflow capabilities. First, let's establish a qualitative baseline by checking the output of the model without structured decoding. So the model tends to give better completions when we indicate that the code comes from a file with the path solutions/solution_1. arxiv: 2205. edited May 24. like 36. Duplicated from bigcode/py-search. StarCoder: A State-of. The model created as a part of the BigCode initiative is an improved version of the StarCodeYou should go to hf. 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. Fine-tuning StarCoder for chat-based applications . 4 hours ago · StarCoder，一种最先进的代码语言模型。 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. This model is designed to facilitate fast large. Using BigCode as the base for an LLM generative AI code tool is not a new idea. 5B parameter models trained on 80+ programming languages from The Stack (v1. In my opinion, it is a great tool for code completion, especially for Python code. . If so, the tool returns the matches and enables the user to check provenance and due attribution. StarChat Alpha is the first of these models, and as an alpha release is only intended for educational or research purpopses. Connect and share knowledge within a single location that is structured and easy to search. Since I couldn't find it's own thread in here I decided to share the link to spread the word. co/bigcode!. 5B parameter models trained on 80+ programming languages from The Stack (v1. In the case of the BigCode OpenRAIL-M, the restrictions are mainly inspired by BigScience’s approach to the licensing of LLMs, and also include specific. 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). 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. Bigcode's StarcoderPlus GGML These files are GGML format model files for Bigcode's StarcoderPlus. You can supply your HF API token (hf. . First, make sure to install the latest version of Flash Attention 2 to include the sliding window attention feature. This code is based on GPTQ. loubnabnl BigCode org Jun 6 That's actually just text that we add at the beginning of each problem since we conditionned on file paths during pre-training. gpt_bigcode code Eval Results Inference Endpoints text-generation-inference. GPTQ-for-SantaCoder-and-StarCoder. This line assigns a URL to the API_URL variable. 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. ; api_key (str, optional) — The API key to use. Model card Files Files and versions CommunityThe BigCode project is an open-scientific collaboration working on the responsible development of large language models for code. Table of Contents Model Summary; Use; Limitations; Training; License; Citation; Model Summary The StarCoder models are 15. StarCoder models can be used for supervised and unsupervised tasks, such as classification, augmentation, cleaning, clustering, anomaly detection, and so forth. 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. 4TB of source code in 358 programming languages from permissive licenses. 00 MiB (GPU 0; 23. It uses MQA for efficient generation, has 8,192 tokens context. BigCode is an open scientific collaboration working on the responsible development and use of large language models for code The BigCode OpenRAIL-M license agreement is designed to promote responsible downstream use and sharing of the model by including a set of use restrictions for which the model cannot be used. 1 license, as we initially stated here and in our membership form. Full Changelog: v0. 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). 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. Introduction. 06161. 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. Paper: 💫StarCoder: May the source be with you!license: bigcode-openrail-m datasets:-bigcode/the-stack language:-code programming_language:. The BigCode community, an open-scientific collaboration working on the responsi-. like 355. StarCoder is one result of the BigCode research consortium, which involves more than 600 members across academic and industry research labs. Pull requests 8. The model might still be able to know how to perform FIM after that fine-tuning. 1) (which excluded opt-out requests). bigcode/starcoder or a URL to a deployed Inference Endpoint. at/cYZ06r Release thread 🧵Using BigCode as the base for an LLM generative AI code tool is not a new idea. 11 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. Cody uses a combination of Large Language Models (LLMs), Sourcegraph search, and. /bin/starcoder -h usage: . Code LLMs enable the completion and synthesis of code, both from other code and. It can be turned into an AI-powered technical assistant by prepending conversations to its 8192-tokens context window. Pretraining Steps: StarCoder underwent 600K pretraining steps to acquire its vast code generation capabilities. BigCode is an open-source collaboration ( Hugging Face and ServiceNow) working for responsible large. If you want to fine-tune on other text datasets, you just need to change data_column argument to the name of the column. Another interesting thing is the dataset bigcode/ta-prompt named Tech Assistant Prompt, which contains many long prompts for doing in-context learning tasks. Defaults to None, in which case a recommended. There are exactly as many bullet points as. 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 appear to be stuck. StarCoder - コードのためのLLM. We also have extensions for: neovim. StarCoder is part of the BigCode Project, a joint effort of ServiceNow and Hugging Face. 2), with opt-out requests excluded. First, let’s introduce BigCode! BigCode is an open science collaboration project co-led by Hugging Face and ServiceNow, with the goal of jointly code large language models (LLMs) that can be applied to “programming. Tools such as this may pave the way for. 6 forks Report. Its training data even incorporates text extracted from GitHub issues and commits and from notebooks. The model is meant to be used by developers to boost their productivity. Release Description v1. 5b model is provided by BigCode on Hugging Face. We’re on a journey to advance and democratize artificial intelligence through open source and open science. It uses MQA for efficient generation, has 8,192 tokens context window and can do fill-in-the-middle. The StarCoder LLM is a 15 billion parameter model that has been trained on source code that was permissively licensed and. 2 dataset, StarCoder can be deployed to bring pair. prompt: This defines the prompt. Requires the bigcode fork of transformers. "/llm_nvim/bin". StarCoder BigCode Write a Review. Reload to refresh your session. I can see the memory usage increases from 5Gb to 61Gb and I assume it utilizes more memory, buttorch. Before you can use the model go to hf. StarCoder and Its Capabilities. Besides the core members, it invites contributors and AI researchers to. llm-vscode is an extension for all things LLM. 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. GPTQ is SOTA one-shot weight quantization method. like 36. You signed in with another tab or window. For pure. Large Language Models (LLMs) are fast becoming an essential tool for all fields of AI research. @paulcx Yes it can be true although we focus on English language understanding, but it can respond to Chinese prompt also according to my personal experience. By default, this extension uses bigcode/starcoder & Hugging Face Inference API for the inference. My guess is maybe is about the way they generate their Evol instructions. 5-2. We observed that StarCoder matches or outperforms code-cushman-001 on many languages. As per the title, I have attempted to fine-tune Starcoder with my own 400MB Python code. loubnabnl BigCode org May 24. Making the community's best AI chat models available to everyone. These features allow StarCoder to do quite well at a range of coding tasks. we fine-tune the Code LLM, StarCoder, utilizing the newly created instruction-following training set. We are releasing the first set of BigCode models, which are going to be licensed under the CodeML OpenRAIL-M 0. md","path":"README. 0 Initial release of the Stack. The StarCoder models are 15. Hi I am using this finetune with some modification to finetune startcoderLet’s run the first cell of the Google Colab notebook. 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. For example,. 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 Stack dataset is a collection of source code in over 300 programming languages. 1. 14255. You signed out in another tab or window. StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. 02150. Hugging Face and ServiceNow have partnered to develop StarCoder, a new open-source language model for code. This article is part of the Modern Neovim series. Learn more about TeamsLet's examine this by comparing GPT-2 vs StarCoder, an open source equivalent of github copilot. Model Summary. As for the data preparation we have the code at bigcode-dataset including how we added the. 5B parameter models trained on 80+ programming languages from. 而最近新出现的一个选择则是 BigCode 开发的 StarCoder，这是一个在一万亿的 token、80 多种编程语言上训练过的 16B 参数量的模型。 训练数据多来自 GitHub 上的 issues、使用 Git 提交的代码、Jupyter Notebook 等等 (相关使用都已经过许可)。HuggingFace has the bigcode-openrail-m license listed on the WizardLM/WizardCoder-15B-V1. As a result, StarCoder has been made available under an OpenRAIL licence for usage by the community. Tried to allocate 144. bigcode / bigcode-model-license-agreement. 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. Introducing: 💫 StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. 1 This tech report describes the progress of the collaboration until December 2022, outlining the current state of the Personally Identifiable Information (PII) redaction pipeline, the experiments conducted to de-risk. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. I was trying to instruction fine-tune StarCoder model with a custom question answer data set. Develop. Please see below for a list of tools known to work with these model files. Below is the relevant code: from transformers import AutoModelForCausalLM, AutoTokenizer checkpoint = "bigcode/starcoder" device = "cpu" tokenizer =. 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 worked with GPT4 to get it to run a local model, but I am not sure if it hallucinated all of that. 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 companies claim that StarCoder is the most advanced model of its kind in the open-source ecosystem. Note: Any StarCoder variants can be deployed with OpenLLM. The StarCoder models are 15. 4k. Introducing: 💫 StarCoder StarCoder is a 15B LLM for code with 8k context and trained only on permissive data in 80+ programming languages. However, I am not clear what AutoModel I should use for this. 模型. Read the Docs. However this was the case because of how imports are made in huggingface_hub. Repositories available 4-bit GPTQ models for GPU inferenceIntroducción a StarCoder, el nuevo LLM. arxiv: 2207. 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. BigCode is an open science collaboration project co-led by Hugging Face and ServiceNow, with the goal of jointly code large language models ( LLMs) that can be. The 15-billion parameter StarCoder LLM is one example of their ambitions. It was developed through a research project that ServiceNow and Hugging Face launched last year. StartCoder (BigCode) BigCode is an open scientific collaboration working on responsible training of large language models for coding applications. This is a fully-working example to fine-tune StarCoder on a corpus of multi-turn dialogues and thus create a coding assistant that is chatty and helpful. Example values are octocoder, octogeex, wizardcoder, instructcodet5p, starchat which use the prompting format that is put forth by the respective model creators. co/settings/token) with this command: Cmd/Ctrl+Shift+P to open VSCode command palette; Type: Llm: Login StarCoder. 1. We are excited to invite AI practitioners from diverse backgrounds to join the BigCode project! Note that BigCode is a research collaboration and is open to participants who have a professional research background and are able to commit time to the project. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. 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). 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. at/cYZ06r Release thread 🧵Saved searches Use saved searches to filter your results more quicklyIf your model uses one of the above model architectures, you can seamlessly run your model with vLLM. py config.