LLMSurvey
opening-up-chatgpt.github.io
| LLMSurvey | opening-up-chatgpt.github.io | |
|---|---|---|
| 3 | 4 | |
| 8,902 | 65 | |
| 9.2% | - | |
| 7.9 | 9.5 | |
| 4 months ago | 16 days ago | |
| Python | Python | |
| - | Apache License 2.0 |
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
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Ask HN: Textbook Regarding LLMs
Here’s another one - it’s older but has some interesting charts and graphs.
https://arxiv.org/abs/2303.18223
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Share your favorite materials: intersection of LLMs and business applications
There have recently been some some nice early surveys on progress, pitfalls, future research directions:
- A Survey of LLMs https://arxiv.org/abs/2303.18223
- A Survey of Large Language Models
opening-up-chatgpt.github.io
- Tracking Openness of Instruction-Tuned LLMs
- Opening up ChatGPT: tracking “open source” LLM and RLHF architectures
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Llama and ChatGPT Are Not Open-Source
To be fair, the title is the same but this article is really about a study of the openness characteristics of different AI models, which is new. This link had the comparison of different models: https://opening-up-chatgpt.github.io/
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Opening Up ChatGPT
also comes with repo for crowdsourcing https://github.com/opening-up-chatgpt/opening-up-chatgpt.git...
What are some alternatives?
ChatGLM2-6B - ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
alignment-handbook - Robust recipes to align language models with human and AI preferences
mPLUG-Owl - mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model
safe-rlhf - Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
Chinese-LLaMA-Alpaca - 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
WebGLM - WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)
HugNLP - CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
Free-AUTO-GPT-with-NO-API - Free Auto GPT with NO paids API is a repository that offers a simple version of Auto GPT, an autonomous AI agent capable of performing tasks independently. Unlike other versions, our implementation does not rely on any paid OpenAI API, making it accessible to anyone. [Moved to: https://github.com/IntelligenzaArtificiale/Free-Auto-GPT]
argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
Qwen - The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
Free-Auto-GPT - Free Auto GPT with NO paids API is a repository that offers a simple version of Auto GPT, an autonomous AI agent capable of performing tasks independently. Unlike other versions, our implementation does not rely on any paid OpenAI API, making it accessible to anyone.