trex
LLMSurvey
trex | LLMSurvey | |
---|---|---|
3 | 3 | |
238 | 8,902 | |
0.4% | 9.2% | |
6.6 | 7.9 | |
8 months ago | 4 months ago | |
Python | Python | |
MIT License | - |
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.
trex
-
Show HN: Generate JSON mock data for testing/initial app development
A friend of mine built a tool called Trex that you might find helpful, check it out here: https://github.com/automorphic-ai/trex
It's very consistent at generating templated data.
- Intelligently transform unstructured to structured output (JSON, Regex, CFG)
LLMSurvey
-
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
-
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
What are some alternatives?
PentestGPT - A GPT-empowered penetration testing tool
ChatGLM2-6B - ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
graph-of-thoughts - Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
mPLUG-Owl - mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model
sycamore - 🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data.
Chinese-LLaMA-Alpaca - 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
autolabel - Label, clean and enrich text datasets with LLMs.
HugNLP - CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
safe-rlhf - Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
JSON-Schema Faker - JSON-Schema + fake data generators
Qwen - The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.