Open LLM Leaderboard是huggingface的官方大模型排行榜,是笔者比较关注的几个LLM排行榜之一(还有 lmsys的elo对战榜、中文的OpenCompass以及少量垂类榜单),前段时间先是Qwen72B、Yi34B及其各类微调刷榜,但紧接着最新版tigerbot和以各类奇怪方式merge的模型因为在个别维度分数出奇地高而被标记进而删除、UNA系列模型因为不公...
大模型评测得分排行榜Open LLM Leaderboard中国站 为了方便大家更便捷查询,DataLearnerAI发布了DataLearnerAI-GPT:目前已经支持基于OpenLLMLeaderboard数据回答任意大模型评测结果数据地址如下: https://chat.openai.com/g/g-8eu9KgtUm-datalearnerai-gpt 关于DataLearnerAI-GPT的详细介绍参考:https://www.datalearner....
Evaluations conducted via this leaderboard are incomplete and preliminary. However, these evaluations, which do capture model performance to a reasonable extent, clearly show that Falcon-40B is the current state-of-the-art for open-source language models; see below. ...
This repository offers visualizations that showcase the performance of open-source Large Language Models (LLMs), based on evaluation metrics sourced from Hugging Face's Open-LLM-Leaderboard. Source data You can refer to thisCSV filefor the underlying data used for visualization. Raw data is 2d-...
On the Hugging Face Open LLM Leaderboard, which tests language models on six different challenging tasks, DBRX scored an amazing 74.5% accuracy. That’s nearly 2 percentage points higher than the next best open-source model! When it comes to programming and math tasks, DBRX truly shines. On...
“OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework” 项目&models:https://huggingface.co/apple/OpenELM 训练代码模型权重:https://github.com/apple/corenet 一、总述 大型语言模型的可重复性和透明度对于推进开放研究、确保结果的可信度以及能够调查数据和模型偏差以...
while a growth strategy has the potential for saving cost regardless of the amount of available data, if it turns out to be feasible. Existing studies such as [19] have not extensively investigated this area because they only consider the scenarios where model sizes are fixed through training....
[49]构建世界上最好的开源大型语言模型:H2O.ai的旅程:https://h2o.ai/blog/building-the-worlds-best-open-source-large-language-model-h2o-ais-journey/ [50]256 - 2048:https://huggingface.co/h2oai [51]MPT-7B:https://huggingface.co/mosaicml/mpt-7b ...
OpenBMB CPM-Bee 通用模型许可协议-来源说明-宣传限制-商业授权 en/zh CPM-Bee is a fully open-source, commercially-usable Chinese-English bilingual base model with a capacity of ten billion parameters.And has been pre-trained on an extensive corpus of trillion-scale tokens. Baichuan baichuan-7B Ap...
We are going to use UAE-Large-V1 model that has 1024 embedding dimensions and is a current leader in the Massive Text Embedding Benchmark (MTEB) leaderboard. You should pick your model carefully from the very beginning, as changing it later requires you to re-create vector embeddings for ...