(Remember this is a quickstart just to demonstrate the tools -- To get good quality, the LLM must be trained for longer than 10 batches 😄) cdscripts#Convert C4 dataset to StreamingDataset formatpython data_prep/convert_dataset_hf.py \ --dataset allenai/c4 --data_subset en \ --out_...
llm CodeProject.AI Module creation: A full walkthrough in Python 2/15/2024 6:47:00 PMbyChris Maunder The full walkthrough of a bare bones module for CodeProject.AI using Python Python artificial-intelligence mlops CodeProject.AI Taking Intelligent Apps to the Next Level: Implementing Advanced...
In order toprevent 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忘...
Self-instruct dataset 2.6 训练细节 3 研究结果 3.1 代码生成结果 3.1.1 Python 代码生成结果 3.1.2 多编程语言评估 3.2 代码补齐评估 3.3 Long Context 评估 4 消融实验(略) 5 相关研究 6 论文结论 论文网址:Code Llama: Open Foundation Models for Code Github:GitHub - facebookresearch/codellama: Inferen...
HumanEval is a benchmark dataset developed by OpenAI that evaluates the performance of large language models (LLMs) in code generation tasks. It has become a significant tool for assessing the capabilities of AI models in understanding and generating code. ...
Where, of course, you'd want to change around the vocabulary size depending on the size of your dataset. Special tokens. Finally, you might wish to add special tokens to your tokenizer. Register these using theregister_special_tokensfunction. For example if you train with vocab_size of 32768...
資料集 此資料夾包含範本的資料集(dataset-classification.json- 包含片語和音調的 JSON 行檔案)。 如果您將項目設定為使用本機檔案或擁抱臉部數據集,您可以忽略此資料夾。 微調 要執行微調作業的 Olive 組態檔。 Olive 是一種易於使用的硬體感知模型優化工具,可跨模型壓縮、優化和編譯撰寫領先業界的技術。 根據模...
This platform quickly creates code for tasks like making custom post types or plugins for WordPress. Users tell CodeWP what code they want, and CodeWP creates safe, efficient code that can be edited. CodeWP uses a large dataset of WordPress code to save time, increase productivity, and ...
Statistics * 28,408 images from OpenImages * 45,336 questions * 453,360 ground truth answers Homepage Benchmarks Edit Add a new resultLink an existing benchmark TrendTaskDataset VariantBest ModelPaperCode Visual Question Answering (VQA)
We introduce Zep, a novel memory layer service for AI agents that outperforms the current state-of-the-art system, MemGPT, in the Deep Memory Retrieval (DMR) benchmark. RAGRetrieval 2,237 0.61 stars / hour Paper Code SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song ...