trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF) (by CarperAI)
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. (by LAION-AI)
| trlx | Open-Assistant | |
|---|---|---|
| 6 | 329 | |
| 4,332 | 36,667 | |
| 1.2% | 0.4% | |
| 7.9 | 8.3 | |
| 4 months ago | 5 days ago | |
| Python | Python | |
| MIT License | 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.
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.
trlx
Posts with mentions or reviews of trlx.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-05-02.
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Recapping the AI, Machine Learning and Data Science Meetup — May 2, 2024
Transformer Reinforcement Learning X on GitHub
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Why did Stability not copy Midjourney's RLHF process? And what's the future of Stable Diffusion?
We drove and released the top RLHF framework TRLX for example from our Carper AI lab used by some of the biggest companies in the world: https://github.com/CarperAI/trlx
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[R] Stanford-Alpaca 7B model (an instruction tuned version of LLaMA) performs as well as text-davinci-003
If you checkout the trlx repo they have some examples and they have an example of how they trained sft and ppo on the hh dataset. So it’s basically that but with llama. https://github.com/CarperAI/trlx/blob/main/examples/hh/sft_hh.py
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Sam Altman: OpenAI’s GPT-4 will launch only when they can do it safely & responsibly. “In general we are going to release technology much more slowly than people would like. We're going to sit on it for much longer…”. Also confirmed video model in the works.
We’ll release our first trained model with Stability AI soon. If you want to start tinkering with RLHF now, we’re also helping develop TRLX: https://github.com/CarperAI/trlx — the open source library for reinforcement learning with transformers.
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[P] RLHF Learning to Summarize: Implementation by CarperAI with trlX
trlX library here: https://github.com/CarperAI/trlx
- Will we ever see an open source alternative to ChatGPT?
Open-Assistant
Posts with mentions or reviews of Open-Assistant.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-08.
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Best open source AI chatbot alternative?
For open assistant, the code: https://github.com/LAION-AI/Open-Assistant/tree/main/inference
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GPT-4 Turbo for free with no sign up, and most importantly no Bing
Is this being used to collect chat results for synthetic data and/or training like https://github.com/LAION-AI/Open-Assistant did? I believe they gave away GPT-4 api calls via a text interface and absorbed the cost to later build a dataset of chats.
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OpenAI now sends email threats?!
https://open-assistant.io seems to have the same guardrails, as ChatGPT. Tried it on several prompts and it wouldn't comply.
- ChatGPT-Antworten nach Schulnoten bewerten
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Chat GPT Alternatives?
Open-Assistant [https://open-assistant.io/]
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What are the best AI tools you've ACTUALLY used?
Open Assistant by LAION AI on GitHub
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Keep Artificial Intelligence Free, protect it from monopolies: please sign this petition
To add to this if you want something for free or at least close to free, contribute to OpenSource projects like https://open-assistant.io/
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If I had to get someone from total zero to ChatGPT power user
Also, there are fairly useful alternatives like GPT4ALL and Open Assistant that you can run locally.
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Compiling a Comprehensive List of Publicly Usable LLM Q&A Services - Need Your Input!
https://open-assistant.io - oasst-sft-6-llama-30b
- Proposal for a Crowd-Sourced AI Feedback System
What are some alternatives?
When comparing trlx and Open-Assistant you can also consider the following projects:
alpaca-lora - Instruct-tune LLaMA on consumer hardware
KoboldAI-Client
PaLM-rlhf-pytorch - Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
trl - Train transformer language models with reinforcement learning.
llama.cpp - LLM inference in C/C++
RL4LMs - A modular RL library to fine-tune language models to human preferences
llama - Inference code for Llama models
gpt4all - gpt4all: run open-source LLMs anywhere
summarize-from-feedback - Code for "Learning to summarize from human feedback"
stanford_alpaca - Code and documentation to train Stanford's Alpaca models, and generate the data.
trlx vs alpaca-lora
Open-Assistant vs KoboldAI-Client
trlx vs PaLM-rlhf-pytorch
Open-Assistant vs text-generation-webui
trlx vs trl
Open-Assistant vs llama.cpp
trlx vs RL4LMs
Open-Assistant vs llama
trlx vs text-generation-webui
Open-Assistant vs gpt4all
trlx vs summarize-from-feedback
Open-Assistant vs stanford_alpaca