The assistant tries to be helpful, polite, honest, sophisticated, emotionally aware, and humble-but-knowledgeable. 1k stars Watchers. 5B parameters and an extended context length of 8K, it excels in infilling capabilities and facilitates fast large-batch inference through multi-query attention. As discussed in the previous tutorial, auto_wrap_policy is one of the FSDP features that make it easy to automatically shard a given model and put the model, optimizer and gradient shards into distinct FSDP units. {StarCoder: may the source be with you!}, author={Raymond Li and Loubna Ben Allal and Yangtian Zi and Niklas. . Reload to refresh your session. 0 licensed, open-source foundation model that exceeds the quality of GPT-3 (from the original paper) and is competitive with other open-source models such as LLaMa-30B and Falcon-40B. StarCoder Training Dataset Dataset description This is the dataset used for training StarCoder and StarCoderBase. 5B parameter models trained on 80+ programming languages from The Stack (v1. 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. Esta impresionante creación, obra del talentoso equipo de BigCode, se ha. Model Summary. smspillaz/ggml-gobject: GObject-introspectable wrapper for use of GGML on the GNOME platform. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. Bigcode's Starcoder GPTQ These files are GPTQ 4bit model files for Bigcode's Starcoder. 230703. 2. It offers production-ready tools to build NLP backend services, e. First, let's establish a qualitative baseline by checking the output of the model without structured decoding. From StarCoder to SafeCoder . My courses "Beginner's Python Tutorial" and "Scratch 3. The StarCoder LLM is a 15 billion parameter model that has been trained on source code that was permissively licensed and available on GitHub. Segment-Anything Model (SAM). Automatic models search and training. g quantized the model to 4bit and applied LoRA on some of StarCoders attention weights), if I'd had more resources available I'd have skipped some steps to compare results. Setting up a FauxPilot Server. Reload to refresh your session. * Plugin ID com. A Gradio web UI for Large Language Models. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. galfaroi changed the title minim hardware minimum hardware May 6, 2023. Text Generation Inference implements many optimizations and features, such as: Simple. StarCoder (opens in a new tab) StarCoder: A State-of-the-Art LLM for Code: MPT (opens in a new tab) May 2023: 7, 30: MPT-7B (opens in a new tab), MPT-30B (opens in a new tab) MosaicML's MPT models are open-source, commercially licensed Large Language Models, offering customizable AI solutions optimized for various NLP tasks. LangChain offers SQL Chains and Agents to build and run SQL queries based on natural language prompts. Architecture: StarCoder is built upon the GPT-2 model, utilizing multi-query attention and the Fill-in-the-Middle objective. Try the new tutorials to help you learn how to: Prompt foundation models: There are usually multiple ways to prompt a foundation model for a successful result. HumanEval is a widely used benchmark for Python that checks. Streaming outputs. 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. Costume. 9 tasks available (for Vision, NLP and more) Models instantly available on the Hub. 1hr 53min of on-demand video. 2. LocalAI is the free, Open Source OpenAI alternative. The model has been trained on more than 80 programming languages, although it has a particular strength with the. In simpler terms, this means that when the model is compiled with e. 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。. 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. Bug fixgalfaroi commented May 6, 2023. QLoRA backpropagates gradients through a frozen, 4-bit quantized pretrained language model into Low Rank Adapters~(LoRA). We compile CommitPack: 4 terabytes of Git commits across 350. Yay! 🤗. 5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention. Open Source Library for LLM. [!NOTE] When using the Inference API, you will probably encounter some limitations. Harness the power of machine learning while staying out of MLOps!SQL Database. Better response handling for custom endpoints. Code Completion StarCoder, through the use of the StarCoder Playground Interface, can scrape through and complete your programs or discover. ztxjack commented on May 29 •. . English. Our youtube channel features tutorials and videos about Machine Learning, Natural Language Processing, Deep Learning and all the tools and knowledge open-sourced and shared by HuggingFace. However, during validation. 5b to generate code; Week ending 15 September 2023 Prompt engineering and synthetic data quick start tutorials. 3 interface modes: default (two columns), notebook, and chat; Multiple model backends: transformers, llama. What’s New. g4dn. Practice. 0 and programming! Free tutorial. SQLCoder is a 15B parameter model that outperforms gpt-3. org) provides online video tutorials, resources, and classes teacing coding to K-12 students. In terms of ease of use, both tools are relatively easy to use and integrate with popular code editors and IDEs. Tutorials; Cryptography; Archive; About; Toggle search Toggle menu. TGI implements many features, such as:StarCoder is an enhanced version of the StarCoderBase model, specifically trained on an astounding 35 billion Python tokens. . starcoder-15. Training any LLM relies on data, and for StableCode, that data comes from the BigCode project. However, it’s possible to opt out individually for each user in the org. StarCoder improves quality and performance metrics compared to previous models such as PaLM, LaMDA, LLaMA, and OpenAI code-cushman-001. Student. For further details, explore our Voice Assistant with BlindLlama tutorial. . As they say on AI Twitter: “AI won’t replace you, but a person who knows how to use AI will. What is this about? 💫 StarCoder is a language model (LM) trained on source code and natural language text. You can find our Github repo here, and our model. Create an HTTPS endpoint with the Model object's pre-built deploy () method. Uß^Se@Æ8üý‡‹(îà "' U âî°Wů?þúç¿ÿ Œ» LËfw8]n ×ç÷åûjý Û?_ ¼‰Ä ð!‰ •ñ8É J¯D y•©Õ»ýy¥Ù#Ë ¡LUfÝ4Å>Ô‡úPÏa ³. As they say on AI Twitter: “AI won’t replace you, but a person who knows how to use AI will. Enter the token in Preferences -> Editor -> General -> StarCoder; Suggestions appear as you type if enabled, or right-click selected text to manually prompt. g. The convert. StarCoder. Santa coder is great but without a chat like interface that can maintain context, Starcoder pretty much becomes unusable except for very specific situations. 5B parameter models trained on 80+ programming languages from The Stack (v1. like StarCoder from BigCode. AI startup Hugging Face and ServiceNow Research, ServiceNow's R&D division, have released StarCoder, a free alternative to code-generating AI systems along the lines of GitHub's Copilot. Login the machine to access the Hub. StarCoder is one result of the BigCode research consortium, which involves more than 600 members across academic and industry research labs. StarChat Alpha is the first of these models, and as an alpha release is only intended for educational or research purpopses. StarCoder的context长度是8192个tokens。. CodeGeeX: A Multilingual Code Generation Model. forward(…) and turtle. 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. We also have extensions for: neovim. They enable use cases such as:. 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. 1hr 15min of on-demand video. 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. co/bigcode/starcoder and accept the agreement. . 0. Visits. With OpenLLM, you can run inference on any open-source LLM, deploy them on the cloud or on-premises, and build powerful AI applications. Sign InProject Starcoder (starcoder. To get familiar with FSDP, please refer to the FSDP getting started tutorial. The StarCoder models offer unique characteristics ideally suited to enterprise self-hosted solution: In order to generate the Python code to run, we take the dataframe head, we randomize it (using random generation for sensitive data and shuffling for non-sensitive data) and send just the head. Run the setup script to choose a model to use. It can be used by developers of all levels of experience, from beginners to experts. 5B parameter models trained on 80+ programming languages from The Stack (v1. Start by creating a . Home of StarCoder: fine-tuning & inference! Python 6,623 Apache-2. It is therefore a two-step process: Create a model object from the Model Class that can be deployed to an HTTPS endpoint. Once done, the machine is logged in and the access token will be available across all huggingface_hub components. Created by Starcoder. The project is a spiritual successor of BigScience and is run as an open research collaboration where every research or industry expert can join. Scratch 3. The starcoder-15. The StarCoder models are 15. Despite their success, most current methods either rely on an encoder-only (or decoder-only) pre-training that is suboptimal for generation (resp. """Query the BigCode StarCoder model about coding questions. 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. Von Werra. Read the full tutorial here. 💫StarCoder in C++. n_threads=CPU大核数*2+小核数 -2 On the same day, Hugging Face published a blog post about the project, which involves both StarCoder and StarCoderBase LLMs. Added insert single line action (hotkey Alt+S). org by CS Kitty. Let's show you how to do that. ”. StarCoderBase is trained on 1 trillion tokens sourced from The Stack, a large. 1. 5b model is provided by BigCode on Hugging Face. When fine-tuned on a given schema, it also outperforms gpt-4. cpp (through llama-cpp-python), ExLlama, ExLlamaV2, AutoGPTQ, GPTQ-for-LLaMa, CTransformers, AutoAWQ Dropdown menu for quickly switching between different modelsStarCoder简介. Star Coder shows how open. 🤗 Optimum provides an API called BetterTransformer, a fast path of standard PyTorch Transformer APIs to benefit from interesting speedups on CPU & GPU through sparsity and fused kernels as Flash Attention. 2 Courses. Quick Start We can use Starcoder playground to test the StarCoder code generation capabilities. You signed out in another tab or window. Most code checkers provide in-depth insights into why a particular line of code was flagged to help software teams implement. If you previously logged in with huggingface-cli login on your system the extension will. First, you need to convert it into a loose json format, with one json containing a text sample per line. LocalAI. StarCoderBase is trained on 1 trillion tokens sourced from The Stack (Kocetkov et al. Presenting online videos, articles, programming solutions, and live/video classes! Follow. 「 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。. Code generation and code conversionStarCoder, the hottest new Open Source code-completion LLM, is based on GPT-2 architecture and trained on The Stack - which contains an insane amount of perm. 如果你是一个软件开发者，你可能已经使用过 ChatGPT 或 GitHub 的 Copilot 去解决一些写代码过程中遇到的问题，比如将代码从一种语言翻译到另一种语言，或者通过自然语言，诸如“写一个计算斐波那契数列第 N 个元素的. Quantization support using the llama. Subscribe to the PRO plan to avoid getting rate limited in the free tier. local. StarCoderBase was trained on a vast dataset of 1 trillion tokens derived from. Plugin Versions. 5b to generate code; Week ending 15 September 2023 Prompt engineering and synthetic data quick start tutorials. 2), with opt-out requests excluded. 230912. StarCoderBase Play with the model on the StarCoder Playground. 1. The preparation of the data for analysis is a labor-intensive process for data scientists and analysts. Leverage the same LLM and generative AI capabilities previously only available to leaders like OpenAI and Uber, all in your cloud account. One of these features allows you translate code into any language you choose. 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. Created by Starcoder. We propose FlashAttention, an IO-aware exact attention algorithm that uses tiling to reduce the number of memory reads/writes between GPU high bandwidth memory (HBM) and GPU on-chip SRAM. OpenLLM is built on top of BentoML, a platform-agnostic model serving solution. 8 (235 ratings) 6,013 students. StarCoder: StarCoderBase further trained on Python. Tensor parallelism support for distributed inference. Video promotion from official Roblox channels. However, there is still a need for improvement in code translation functionality with efficient training techniques. Free beginner-level game development course designed for kids with Scratch. We’re on a journey to advance and democratize artificial intelligence through open source and open science. Hugging FaceとServiceNowによるコード生成AIシステムです。. The company trained a nearly 15 billion parameter model for 1 trillion tokens, fine-tuning the StarCoderBase model for 35 billion Python tokens, which resulted in a new model called StarCoder. The project implements a custom runtime that applies many performance optimization techniques such as weights quantization, layers fusion, batch reordering, etc. The. StarCoder matches or outperforms the OpenAI code-cushman-001 model. intellij. TypeScript. It assumes a typed Entity-relationship model specified in human-readable JSON conventions. Learn more about CollectivesWe’re deeply dedicated to pursuing analysis that’s accountable and neighborhood engaged in all areas, together with synthetic intelligence (AI). Program benefits and perks. It’s not fine-tuned on instructions, and thus, it serves more as a coding assistant to complete a given code, e. The site was created to host a variety of programming and programming-adjacent topics, presented in video and text forms. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond JINGFENG YANG∗, Amazon, USA HONGYE JIN∗, Department of Computer Science and Engineering, Texas A&M University, USA RUIXIANG TANG∗, Department of Computer Science, Rice University, USA XIAOTIAN HAN∗, Department of Computer Science and Engineering,. BigCode 是由 Hugging Face 和 ServiceNow 共同领导的开放式科学合作项目. Video Solutions for USACO Problems. How did data curation contribute. 1. With a context length of over 8,000 tokens, they can process more input than any other open. The model created as a part of the BigCode initiative is an improved version of the StarCodeI started Project Starcoder in 2019 and created starcoder dot org website to host my coding tutorial videos and my writings. It provides a unified framework for training, deploying, and serving state-of-the-art natural language processing models. The model is meant to be used by developers to boost their productivity. co In this blog post, we’ll show how StarCoder can be fine-tuned for chat to create a personalised coding assistant! Dubbed StarChat, we’ll explore several technical details that arise when using large language models (LLMs) as coding assistants, including: Introducing the Starcoder LLM (Language Model), the ultimate tool designed specifically for programming languages. OpenLLM is an open-source library for large language models. From Zero to Python Hero: AI-Fueled Coding Secrets Exposed with Gorilla, StarCoder, Copilot, ChatGPT. The example supports the following 💫 StarCoder models: bigcode/starcoder; bigcode/gpt_bigcode-santacoder aka the smol StarCoderTutorials; Cryptography; Archive; About; Toggle search Toggle menu. Starcoder. In this video I look at the Starcoder suite of models, how they were made and how they work. Next, go to the “search” tab and find the LLM you want to install. This model is designed to facilitate fast large. In this paper, we show that when we instead frame structured commonsense reasoning tasks as code generation. , insert within your code, instead of just appending new code at the end. Easily integrate NLP, audio and computer vision models deployed for inference via simple API calls. 2), with opt-out requests excluded. Repository: bigcode/Megatron-LM. StarCoder: A State-of-the. 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. Inside this course, basic concepts of programming are introduced through the language of Python. Starcode clustering is based on all pairs search within a specified Levenshtein distance (allowing insertions and deletions), followed by a clustering algorithm: Message Passing, Spheres or Connected Components. In a cell, press "ctrl + space" to trigger Press "ctrl" to accpet the proposition. . Project Starcoder is a collection of free online resources for students to learn programming, from beginning to end. Efficient Table Pre-training without Real Data: An Introduction to TAPEX . Supported Models. The training data requires some preprocessing. This strategy permits us to speed up reaching the best. FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awarenessugh, so I tried it again on StarCoder, and it worked well. Text Generation Inference (TGI) is a toolkit for deploying and serving Large Language Models (LLMs). Run inference with pipelines Write portable code with AutoClass Preprocess data Fine-tune a pretrained model Train with a script Set up distributed training with 🤗 Accelerate Load and train adapters with 🤗 PEFT Share your model Agents Generation with LLMs. forward(…) and turtle. org) provides online video tutorials and recorded live class sessions which. galfaroi closed this as completed May 6, 2023. I concatenated all . The StarCoder Model is a cutting-edge large language model designed specifically for code-related tasks. left(…) which can move the turtle around. 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. StarEncoder: Encoder model trained on TheStack. Repository: bigcode/Megatron-LM. If you're using 🤗 Datasets, here is an example on how to do that (always inside Megatron-LM folder): In the tutorial, we demonstrated the deployment of GPT-NeoX using the new Hugging Face LLM Inference DLC, leveraging the power of 4 GPUs on a SageMaker ml. 59 forks Report repository Releases 3. 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. Note: Any StarCoder variants can be deployed with OpenLLM. This tutorial explains how to integrate such a model into a classic PyTorch or TensorFlow training loop, or how to use our Trainer API to quickly fine-tune on a new dataset. Join the community of machine learners! Hint: Use your organization email to easily find and join your company/team org. English [Auto]Note: The reproduced result of StarCoder on MBPP. I personally don’t know anyone who just started coding and became a 4 star or so in a. smspillaz/ggml-gobject: GObject-introspectable wrapper for use of GGML on the GNOME platform. What is LangChain? LangChain is a framework built to help you build LLM-powered applications more easily by providing you with the following: a generic interface to a variety of different foundation models (see Models),; a framework to help you manage your prompts (see Prompts), and; a central interface to long-term memory (see Memory),. 2), with opt-out requests excluded. The OpenAI model needs the OpenAI API key and the usage is not free. StarCoder models can be used for supervised and unsupervised tasks, such as classification, augmentation, cleaning, clustering, anomaly detection, and so forth. The world of coding has been revolutionized by the advent of large language models (LLMs) like GPT-4, StarCoder, and Code LLama. 12 release. However, both deployment modes have. Note that there have been made some improvements already (such as DeiT by Facebook AI = Data Efficient Image Transformers), which I also. 可以实现一个方法或者补全一行代码。. 模型训练的数据来自Stack v1. Note：starcoder用16GB内存的机器转不了Native INT4，因为内存不够。建议转starcoder native INT4用更大的内存的机器。 python调用Native INT4模型。 . Users can summarize pandas data frames data by using natural language. Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter. The StarCoder models, which have a context length of over 8,000 tokens, can process more input than any other open LLM, opening the door to a wide variety of exciting new uses. A simple, easy to understand guide to python. As generative AI models and their development continue to progress, the AI stack and its dependencies become increasingly complex. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. 参数解释： （1）n_threads=CPU大核数*2+小核数 或者 . #14. The StarCoder is a cutting-edge large language model designed specifically for code. GitHub: All you need to know about using or fine-tuning StarCoder. Disclaimer . However, CoPilot is a plugin for Visual Studio Code, which may be a more familiar environment for many developers. Pretraining Tokens: During pretraining, StarCoder processed a staggering 236 billion tokens, allowing it to. cpp, and adds a versatile Kobold API endpoint, additional format support, backward compatibility, as well as a fancy UI with persistent stories, editing tools, save formats, memory, world info,. We fine-tuned StarCoderBase on 35B Python tokens, resulting in the creation of StarCoder. q4_0. I appear to be stuck. To offer better code suggestions specifically for a SafeCoder customer, we start the engagement with an optional training phase, where the Hugging Face team works directly with the customer team to guide. @projectstarcoder 679 subscribers 91 videos. 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. This tutorial introduces Better Transformer (BT) as part of the PyTorch 1. While writing projects for Python tutorials, Cryptobunny also creates solutions for Project Euler. The model uses Multi Query. $0 /model. Tutorials. StarCoder: 最先进的代码大模型 关于 BigCode . . 2) (1x) A Wikipedia dataset that has been upsampled 5 times (5x) It's a 15. In the rest of this tutorial we will be using CodeParrot model and data as an example. WizardCoder is a specialized model that has been fine-tuned to follow complex coding instructions. No prior programming experience needed to understand the course!. 230711. Installation. intellij. CONNECT 🖥️ Website: Twitter: Discord: ️. Why should I use transformers? Easy-to-use. Please refer to How to set-up a FauxPilot server. TL;DR: CodeT5+ is a new family of open code large language models (LLMs) with improved model architectures and training techniques. . Subscribe to the PRO plan to avoid getting rate limited in the free tier. Note: The above table conducts a comprehensive comparison of our WizardCoder with other models on the HumanEval and MBPP benchmarks. My approach would be the following:. OpenLLM is built on top of BentoML, a platform-agnostic model serving solution. 0. metallicamax • 6 mo. Added a delayed queue to reduce API call frequency. vLLM is flexible and easy to use with: Seamless integration with popular Hugging Face models. 0. Open Source Library for LLM. It is the result of quantising to 4bit using AutoGPTQ. . This repository showcases how we get an overview of this LM's capabilities. Date Jul 11, 2023. CodeGeeX is a great GitHub Copilot alternative. Current Model. 1hr 53min of on-demand video. Choose code to translate. Animation | Swim. Navigating the Documentation. Find centralized, trusted content and collaborate around the technologies you use most. Q2. Testing. The base model and algorithm was inspired and based upon the Coarse2Fine repo. It turns out, this phrase doesn’t just apply to writers, SEO managers, and lawyers. StarCoder provides an AI pair programmer like Copilot with text-to-code and text-to-workflow capabilities. Unleashing the Power of Large Language Models for Code. StarCoder, the hottest new Open Source code-completion LLM, is based on GPT-2 architecture and trained on The Stack - which contains an insane amount of permissive code. Project Starcoder is a collection of free online resources for students to learn programming, from beginning to end. Whether you're a student, a data scientist or an AI researcher, Colab can make your work easier. Project Starcoder. Repository: bigcode/Megatron-LM. Note: The checkpoints saved from this training command will have argument use_cache in the file config. 3. an input of batch size 1 and sequence length of 16, the model can only run inference on inputs with that same shape. cpp (GGUF), Llama models. 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. Most of those solutions remained close source. 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. 4. 5B parameter models trained on 80+ programming languages from The Stack (v1. BigCode BigCode is an open scientific collaboration working on responsible training of large language models for coding applications. With its comprehensive language coverage, it offers valuable support to developers working across different language ecosystems. 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. The LM Studio cross platform desktop app allows you to download and run any ggml-compatible model. And make sure you are logged into the Hugging Face hub with: 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. Tokenization and. You can load them with the revision flag:Hugging Face and ServiceNow have partnered to develop StarCoder, a new open-source language model for code. 4. CTranslate2 is a C++ and Python library for efficient inference with Transformer models. We provide a docker container that helps you start running OpenLLM:. Features. Compatibility Range. SANTA CLARA, Calif. With the recent focus on Large Language Models (LLMs), both StarCoder (Li 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. Text Generation Inference is already used by customers. I now want to further fine tune the model without losing its original properties - in this case via instruction fine tuning / prefix tuning. Setup. What’s New. json as False, for fast inference you should change it to True like in this commit or add it each time you're loading the model.