xTuring
Flowise
| xTuring | Flowise | |
|---|---|---|
| 31 | 21 | |
| 2,525 | 24,426 | |
| 0.9% | 6.8% | |
| 8.4 | 9.9 | |
| about 1 month ago | 7 days ago | |
| Python | TypeScript | |
| 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.
xTuring
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I'm developing an open-source AI tool called xTuring, enabling anyone to construct a Language Model with just 5 lines of code. I'd love to hear your thoughts!
Explore the project on GitHub here.
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LLaMA 2 fine-tuning made easier and faster
If you're curious, I encourage you to: - Dive deeper with the LLaMA 2 tutorial here. - Explore the project on GitHub here. - Connect with our community on Discord here.
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RAG vs. Fine-Tuning
If you want best performance, you need to do both RAG and fine-tuning very well. There are plenty of resources on doing fine-tuning thought. I'm one of the contributors to https://github.com/stochasticai/xturing project focused on fine-tuning LLMs. You can find help in the discord channel listed on the GitHub.
- Build, customize and control your own personal LLMs via xTuring OSS
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Finetuning LLaMA 2 (the base models) ?
What tools do you use and achieved great results ? … For me i have tried xturing and SFTTrainer and they got me a semi okay results.
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Finetuning using Google Colab (Free Tier)
Code: https://github.com/stochasticai/xTuring/blob/main/examples/llama/llama_lora_int8.py Colab: https://colab.research.google.com/drive/1SQUXq1AMZPSLD4mk3A3swUIc6Y2dclme?usp=sharing
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I would like to try my hand at finetuning some models. What is the best way to start? I have some questions that I'd appreciate your help on.
We are a group of researchers out of Harvard working on open-source library called xTuring, focused on fine-tuning LLMs: https://github.com/stochasticai/xturing.
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Fine tuning on my tweets
Fine tuning I was thinking about using this (low GPU memory footprint): https://github.com/stochasticai/xturing/blob/main/examples/int4_finetuning/README.md
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Colab for finetuning llama models in 4-bit?
I can't speak for QLORA, as I haven't had a chance to get an implementation working, but I've had success with StochasticAI's Xturing. It's by far the most streamlined method of finetuning I've come across, and they offer int8 and int4 fintuning (but only for llama-7B).
- Just wanna say this.
Flowise
- FLaNK Stack Weekly 12 February 2024
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Docker Image not running. Error Command failed with exit code 127
The GitHub repo is: https://github.com/FlowiseAI/Flowise
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Show HN: Rivet – open-source AI Agent dev env with real-world applications
- https://github.com/FlowiseAI/Flowise
It's absolutely ok if the answer is "Yes", I think that in this hot market each product will find a place. And competition is also motivate :)
It would be also nice to add Rivet here:
- Show HN: ChainForge, a visual tool for prompt engineering and LLM evaluation
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Bing claims my Yamaha sound bar has a 3.5 mm mini-jack, and when the error is pointed out it doubles down by inventing a reference to a non-existing manual, including a firmware update adding a physical 3.5 mm input port
If you're doing anything more custom or advanced than the regular ChatGPT type of interface can handle, you can use Flowise to build your own bot with any number of advanced plugins like internet search, calculators, recursion, file read/write access, long-term memory, other AI's...
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How to add SystemMessage to ConversationalRetrievalQAChain?
Dove into Flowise Docs for a useful example.
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How to create a Langchain application that can Chat with multiple large JSON files
For rapid prototyping try Flowise
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What exactly is AutoGPT?
Flowise as well, you are right!
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LocalAI v1.18.0 release!
Flowise
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April 2023
Drag & drop UI to build your customized LLM flow using LangchainJS (https://github.com/FlowiseAI/Flowise)
What are some alternatives?
quivr - Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
langflow - ⛓️ Langflow is a dynamic graph where each node is an executable unit. Its modular and interactive design fosters rapid experimentation and prototyping, pushing hard on the limits of creativity.
axolotl - Go ahead and axolotl questions
llama.go - llama.go is like llama.cpp in pure Golang!
FinGPT - FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatbot-ui - AI chat for every model.
awesome-totally-open-chatgpt - A list of totally open alternatives to ChatGPT
rivet-example
Meshtasticator - Discrete-event and interactive simulator for Meshtastic.
deepdoctection - A Repo For Document AI
Zicklein - Finetuning instruct-LLaMA on german datasets.
hugo-quick-start - Hugo Quick Start on Render