safe-rlhf VS ray-llm

Compare safe-rlhf vs ray-llm and see what are their differences.

safe-rlhf

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback (by PKU-Alignment)
ai-safety alpaca Datasets deepspeed large-language-models llama llm llms reinforcement-learning reinforcement-learning-from-human-feedback rlhf Transformers vicuna safe-rlhf safe-reinforcement-learning safe-reinforcement-learning-from-human-feedback Safety
Source Code
pku-beaver.github.io
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ray-llm

RayLLM - LLMs on Ray (by ray-project)
Distributed Systems large-language-models Ray serving Transformers
Source Code
aviary.anyscale.com
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safe-rlhf ray-llm
1 4
1,160 1,163
4.5% 5.9%
8.1 8.6
21 days ago 6 days ago
Python Python
Apache License 2.0 Apache License 2.0
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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.

safe-rlhf

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

ray-llm

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

What are some alternatives?

When comparing safe-rlhf and ray-llm you can also consider the following projects:

LLMSurvey - The official GitHub page for the survey paper "A Survey of Large Language Models".

AutoGPTQ - An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

CodeCapybara - Open-source Self-Instruction Tuning Code LLM

Cornucopia-LLaMA-Fin-Chinese - 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

AtomGPT - 中英文预训练大模型，目标与ChatGPT的水平一致

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.

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

h2o-wizardlm - Open-Source Implementation of WizardLM to turn documents into Q:A pairs for LLM fine-tuning

Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

pinferencia - Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

safe-rlhf vs LLMSurvey ray-llm vs AutoGPTQ safe-rlhf vs CodeCapybara ray-llm vs Cornucopia-LLaMA-Fin-Chinese safe-rlhf vs AtomGPT ray-llm vs AtomGPT safe-rlhf vs opening-up-chatgpt.github.io ray-llm vs HugNLP safe-rlhf vs h2o-wizardlm ray-llm vs Ray safe-rlhf vs Cornucopia-LLaMA-Fin-Chinese ray-llm vs pinferencia