In order to prevent the model from regressing on general coding and language understanding capabilities, Code Llama - Instruct is also trained with a small proportion of data from the code dataset (6%) and our natural language dataset (2%). 防止Code SFT 过程造成对一般代码能力和通用语言能力的遗...
prepare_model_for_int8_training, ) from transformers import (AutoTokenizer, AutoModelForCausalLM, LlamaForCausalLM, TrainingArguments, Trainer, DataCollatorForSeq2Seq) # 加载自己的数据集 from datasets import load_dataset train_dataset = load_dataset('json', data_files='train_data.jsonl', split...
If you find any updates or misclassifications in our FreshQA questions or answers that we may have overlooked, please notify us by commenting on the dataset spreadsheet above or sending an email to freshllms@google.com. Older versions: FreshQA September 16, 2024 FreshQA September 5, 2024 ...
AI2D-Caption Dataset Release Diagram Generation Source Code An overview of DiagrammerGPT, our two-stage framework for open-domain, open platform diagram generation. In the first diagram planning stage, given a prompt, our LLM (GPT-4) generates adiagram plan, which consists of dense entities (ob...
因此,论文强调需要进一步研究学习目标和方法的设计,以兼顾功能正确性和与编码偏好的一致性。 论文标题:CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences 论文链接:https://arxiv.org/pdf/2403.09032.pdf...
LLM-Count Filter-1 Deletes sample data that fails to meet the required ratio of alphanumeric characters from the content field. Most of the characters in the GitHub code dataset are letters and digits. This component can be used to delete specific dirty data. The following example shows a ...
CodeXGLUE includes six existing code intelligence datasets — BigCloneBench, POJ-104, Defects4J, Bugs2Fix, CONCODE, and CodeSearchNet — but also newly introduced datasets that are highlighted in the table above. Below, we elaborate on the task definition for each task and dataset....
This hand-crafted dataset, consisting of 164 programming challenges, and the novel evaluation metric, designed to assess the functional correctness of the generated code, have revolutionized how we measure the performance of LLMs in code generation tasks. This article delves into the intricacies of ...
Dataset Loaders Edit AddRemove No data loaders found. You cansubmit your data loader here. Tasks Edit Similar Datasets Q-Bench LLaVA-Bench Usage Created with Highcharts 9.3.0Number of Papers202020222024202120230255075100SEED-BenchQ-BenchLLaVA-BenchMM-Vet ...
Wukong is a large-scale Chinese cross-modal dataset for benchmarking different multi-modal pre-training methods to facilitate the Vision-Language Pre-training (VLP). This dataset contains 100 million Chinese image-text pairs from the web. This base query list is taken from and is filtered accord...