h2ogpt
llama_farm
| h2ogpt | llama_farm | |
|---|---|---|
| 28 | 17 | |
| 10,458 | 141 | |
| 2.4% | - | |
| 10.0 | 6.7 | |
| 2 days ago | 6 days ago | |
| Python | Hy | |
| Apache License 2.0 | GNU Affero General Public License v3.0 |
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h2ogpt
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Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023?
As others have said you want RAG.
The most feature complete implementation I've seen is h2ogpt[0] (not affiliated).
The code is kind of a mess (most of the logic is in an ~8000 line python file) but it supports ingestion of everything from YouTube videos to docx, pdf, etc - either offline or from the web interface. It uses langchain and a ton of additional open source libraries under the hood. It can run directly on Linux, via docker, or with one-click installers for Mac and Windows.
It has various model hosting implementations built in - transformers, exllama, llama.cpp as well as support for model serving frameworks like vLLM, HF TGI, etc or just OpenAI.
You can also define your preferred embedding model along with various other parameters but I've found the out of box defaults to be pretty sane and usable.
[0] - https://github.com/h2oai/h2ogpt
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chatgpt alternative
Here's the links: https://github.com/h2oai/h2ogpt/blob https://github.com/h2oai/h2ogpt/blob/main/docs/README_LangChain.md
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Went down the rabbit hole of 100% local RAG, it works but are there better options?
Take a look at h2ogpt. It's open and local with API (incoming and outgoing) and impressive feature set, including RAG from docs, images, and web search.
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[SEEKING ADVICE] Looking for Existing Repos (Open-Source, VM-Hosted, & GPU-Compatible)
I've stumbled upon h2ogptas a potential starting point. Are there better solutions or repositories that can meet these requirements?
- H2Oai GPT CPU
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Open source Q&A chatbot UI Recommendation?
Any recommendations for an open source repos that support web based chat ui where you can upload docs,pds,links,etc? So far i found https://github.com/openchatai/OpenChat but it doesnt support llama, claude, etc. Theres also https://github.com/h2oai/h2ogpt but their gradio UI is overly complicated (meant for technical people) and not user friendly.
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My experience on starting with fine tuning LLMs with custom data
I'm also working on the finetuning of models for Q&A and I've finetuned llama-7b, falcon-40b, and oasst-pythia-12b using HuggingFace's SFT, H2OGPT's finetuning script and lit-gpt.
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H2O.ai Introduces h2oGPT: A Suite of Open-Source Code Repositories for Democratizing Large Language Models (LLMs)
Github link: https://github.com/h2oai/h2ogpt
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tokenizers error is driving me nuts
quite a number of AI tools written in Python do not work for me and usually because of the same error: RuntimeError: Failed to import transformers.models.auto because of the following error (look up to see its traceback): No module named 'tokenizers.tokenizers' This time it's https://github.com/h2oai/h2ogpt
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LLM for PDFs
privateGPT or h2ogpt
llama_farm
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How to overcome the issues of the limit of ~4,000 tokens per input, when dealing with documents summarization?
I do i recursively https://github.com/atisharma/llama_farm/blob/main/llama_farm/summaries.hy
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Ask HN: Is SICP/HtDP still worth reading in 2023? Any alternatives?
It's funny that you asked that and then someone posted an app that's almost entirely Hy language. I'm just sharing it so you have one example:
https://github.com/atisharma/llama_farm/tree/main
The AI's have limited ability to either handle large documents or track conversations. This tool is an attempt to solve that problem. It works with OpenAI and open-source AI's.
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Langchain Youtube Summarizer with Oooba api Custom LLM wrapper (and kobold)
Then you might like https://github.com/atisharma/llama_farm
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What is the best way to create a knowledge-base specific LLM chatbot ?
I use this
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Is anyone doing always-on voice to text with a local llama at home?
Bark and another one I forgot. See this for example implementation.
- Request for comment / contribution - local AI tool (Hy)
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Anything like ChatGPT that we can run ourself where we train with with our own data, so we can use it as personal assistant, where it only knows about oneself better than themselves ?
This is what I use
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balacoon_tts: Fastest neural TTS on Raspberry
It's now incorporated in llama-farm.
- A local model for summarizing articles
- Story writing concept
What are some alternatives?
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
SillyTavern-Extras - Extensions API for SillyTavern.
privateGPT - Interact with your documents using the power of GPT, 100% privately, no data leaks [Moved to: https://github.com/zylon-ai/private-gpt]
vllm - A high-throughput and memory-efficient inference and serving engine for LLMs
llama_index - LlamaIndex is a data framework for your LLM applications
gorilla - Gorilla: An API store for LLMs
localGPT - Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
DeepKE - [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
local_llama - This repo is to showcase how you can run a model locally and offline, free of OpenAI dependencies.
ue5-llama-lora - A proof-of-concept project that showcases the potential for using small, locally trainable LLMs to create next-generation documentation tools.
h2o-llmstudio - H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
talk - Let's make sand talk