LLMSurvey VS WebGLM

Compare LLMSurvey vs WebGLM and see what are their differences.

LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models". (by RUCAIBox)
chain-of-thought chatgpt in-context-learning instruction-tuning large-language-models llm llms Natural Language Processing pre-trained-language-models pre-training rlhf
Source Code
arxiv.org
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WebGLM

WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023) (by THUDM)
chatgpt llm rlhf webglm
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LLMSurvey WebGLM
3 1
8,902 1,521
9.2% 2.3%
7.9 6.8
4 months ago 10 months ago
Python Python
- Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

LLMSurvey

Posts with mentions or reviews of LLMSurvey. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-23.

WebGLM

Posts with mentions or reviews of WebGLM. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing LLMSurvey and WebGLM you can also consider the following projects:

ChatGLM2-6B - ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

embedchain - Personalizing LLM Responses

mPLUG-Owl - mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model

h2ogpt - Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

Chinese-LLaMA-Alpaca - 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

ImageReward - [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

HugNLP - CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊

TextRL - Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

safe-rlhf - Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

opening-up-chatgpt.github.io - Tracking instruction-tuned LLM openness. Paper: Liesenfeld, Andreas, Alianda Lopez, and Mark Dingemanse. 2023. “Opening up ChatGPT: Tracking Openness, Transparency, and Accountability in Instruction-Tuned Text Generators.” In Proceedings of the 5th International Conference on Conversational User Interfaces. doi:10.1145/3571884.3604316.

Qwen - The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

alignment-handbook - Robust recipes to align language models with human and AI preferences

LLMSurvey vs ChatGLM2-6B WebGLM vs embedchain LLMSurvey vs mPLUG-Owl WebGLM vs h2ogpt LLMSurvey vs Chinese-LLaMA-Alpaca WebGLM vs ImageReward LLMSurvey vs HugNLP WebGLM vs TextRL LLMSurvey vs safe-rlhf WebGLM vs opening-up-chatgpt.github.io LLMSurvey vs Qwen WebGLM vs alignment-handbook