H2ogpt github. Generally its taking 60-80 sec for simple question's answer . ai Private chat with local GPT with document, images, video, etc. Jan 25, 2024 · I am working on an EC2 instance (g4dn. Sep 19, 2023 · I've created large collection of PDF's with hkunlp/instructor-large embedding model. However, if the GPU usage is maxed out, then seems the GPU and h2oGPT are doing the best they can. GPU mode requires CUDA support via torch and transformers. py file can be copied from h2ogpt repo and used with local gradio_client for example use if local_server: client = GradioClient Jul 4, 2023 · I am trying to run h2ogpt on google colab: Followed running the following commands but getting error: !pip3 install virtualenv !sudo apt-get install -y build-essential gcc python3. ai Jul 28, 2023 · Hello, I am trying to get llama2 installed on my laptop. py, pass --load_4bit=True, which is only supported for certain architectures like GPT-NeoX-20B, GPT-J, LLaMa, etc. 0. json): done Solving environment: done ==> WARNING: A newer version of conda exists. py --base_model=m Jun 9, 2023 · You signed in with another tab or window. You signed in with another tab or window. 1. It installs and I can get the page to come up fine. e. To run offline, either do smart or manual way. Web-Search integration with Chat and Document Q/A. 10-dev !virtualenv -p python3 h2ogpt !source h2ogpt/bin/a Pre-training (typically on TBs of data) gives the LLM the ability to master one or many languages. For more details about document Q/A, see the LangChain Readme. ai Oct 13, 2023 · Hello Team, I run the program on RHEL 8. 172 and allow access through firewall if have Windows Defender activated. 0s Attaching to h2ogpt- Turn ★ into ⭐ (top-right corner) if you like the project! Query and summarize your documents or just chat with local private GPT LLMs using h2oGPT, an Apache V2 open-source project. 10 -c conda-forge -y Collecting package metadata (current_repodata. x, and my GPU is A100 with 20GB Memory. I tried running it through the command line to get the stack trace, and it works just fine when run through the command line! (I was using a non-elevated command prompt) Previously I was trying to run it by clicking on the icon from the Start menu on my Windows 10, and that is when it was erroring. Private chat with local GPT with document, images, video, etc. I have 32 GB unified memory. By using a local language model and vector database, you can maintain control over your data and ensure privacy while still having access to powerful language processing capabilities. md if changed, setting local_server = True at first # The grclient. ai/ https://gpt-docs. Mar 8, 2024 · Demo: https://gpt. However, when I follow the steps to go to the Models tab and select Llama, I click the Load Model button. from_pretrained("h2oai/h2o Jan 22, 2024 · Installed using the latest Jan 2024 one click installer, all goes through smoothly until load time, giving the following errors: file: C:\Users\andyj\AppData\Local\Programs\h2oGPT\pkgs\win_run_app. Mar 3, 2024 · I'm a bit stuck here trying to run it on my server. I am using MacBook Pro, Apple M2 Max, MacOS Ventura 13. 2 Please update conda by running $ conda update -n base -c defaults conda Or to minimize the number of packages updated Jul 14, 2023 · Hi, please give the full line you run to start h2oGPT. - **Persistent** database (Chroma, Weaviate, or in-memory FAISS) using accurate embeddings (instructor-large, all-MiniLM-L6-v2, etc. Download the model file you want and place into llamacpp_path Saved searches Use saved searches to filter your results more quickly Private chat with local GPT with document, images, video, etc. grclient import GradioClient # self-contained example used for readme, to be copied to README_CLIENT. However when I started chatting I got Aug 22, 2023 · I tried to create embedding of the new document using "BAAI/bge-large-en" instead of "hkunlp/instructor-large" and i used the following cli command for running it: python generate. For 4-bit support when running generate. h2ogpt_h2ocolors to False. The most common concern is underfitting and cost. If you want to do more than 64 concurrent requests, probably good idea to use 2 GPUs and run A100 * 40GB instead, then round-robin the LLMs inside h2oGPT. Supports oLLaMa, Mixtral, llama. Jul 13, 2023 · You signed in with another tab or window. Key benefits of the UI include: Save, export, and import chat histories, and undo or regenerate the last query-response pair. Private offline database of any documents (PDFs, Excel, Word, Images, Code, Text, MarkDown, etc. Any CLI argument from python generate. Aug 4, 2023 · Is there a way to interact with langchain through the h2ogpt api instead of through the UI? I tried using the h2ogpt_client as well as the gradio client and neither seemed to query/summarize any of the docs I uploaded By default, generate. 🏭 You can also try our enterprise products: H2O AI Cloud; Driverless AI Turn ★ into ⭐ (top-right corner) if you like the project! Query and summarize your documents or just chat with local private GPT LLMs using h2oGPT, an Apache V2 open-source project. WELCOME to h2oGPT! Open access (guest/guest or any unique user/pass) username. See tests/test_eval. Then when i run this command to launch: python generate. You switched accounts on another tab or window. vLLM is best option for concurrency, and can handle a load of about 64 queries, so we tend to set h2oGPT's concurrency to 64 when feeding an LLM using vLLM based upon A100. py runs a Gradio server with a UI as well as an OpenAI server wrapping the Gradio server. Any other instruct-tuned base models can be used, including non-h2oGPT ones. using HF link name, not file name) Go offline and run using the file directly or use UI to select the model E. Dec 7, 2023 · My previous h2ogpt version works well with vllm inference server without openai api key but when i switched to the latest version and do inferencing with vllm server without openai api key then it throws the following error: File "/home/ Dec 19, 2023 · I've tinkered with this but couldn't get farther so I'm asking about if/how my use case is supported by h2oGPT: I already have a frontend that connects to OpenAI-compatible API endpoints, and a backend that offers an OpenAI-compatible AP May 13, 2024 · Saved searches Use saved searches to filter your results more quickly import time import os import sys from gradio_utils. ai h2oGPT for the best open-source GPT; H2O LLM Studio no-code LLM fine-tuning; Wave for realtime apps; datatable, a Python package for manipulating 2-dimensional tabular data structures; AITD Co-creation with Commonwealth Bank of Australia AI for Good to fight Financial Abuse. ai . ai Aug 20, 2023 · Hello, I have tried using both the CPU and GPU windows installer. ai You signed in with another tab or window. Note Contribute to easacyre/h2ogpt development by creating an account on GitHub. g. cpp, and more. 7. This is useful when using h2oGPT as pass-through for some other top-level document QA system like h2oGPTe (Enterprise h2oGPT), while h2oGPT (OSS) manages all LLM related tasks like how many chunks can fit, while preserving original order. h2ogpt_server_name to 192. Smart Download Run online with command that downloads the model for you (i. One solution is h2oGPT, a project hosted on GitHub that brings together all the components mentioned Query and summarize your documents or just chat with local private GPT LLMs using h2oGPT, an Apache V2 open-source project. Sep 15, 2023 · @pseudotensor Thanks for the fast reply. Query and summarize your documents or just chat with local private GPT LLMs using h2oGPT, an Apache V2 open-source project. It works perfectly if I upload any other type of file (txt, csv, xml), but when I try to upload a PDF file I get the Jul 19, 2023 · Thank you for adding collection management features. Nov 29, 2023 · You signed in with another tab or window. py::test_eval_json for a test code example. xlarge) The installation is going well. "32GB of unified memory makes everything you do fast and fluid" "12-core CPU delive Dec 29, 2023 · This is working, however, I don't understand how I am supposed to get h2ogpt to maintain context throughout a conversation. You signed out in another tab or window. 9B (or 12GB) model in 8-bit uses 7GB (or 13GB) of GPU memory. ai Dec 7, 2023 · You signed in with another tab or window. If you were trying to load it from 'https://huggingface. Oct 22, 2023 · I am very impressed with this repository but I am facing two issue here I am using llama model for Q/A with user documents but its response is very slow. 0 latest version: 23. If ENV H2OGPT_OPENAI_API_KEY is not defined, then h2oGPT will use the first key in the h2ogpt_api_keys (file or CLI list) as the OpenAI API key. Reload to refresh your session. JSON Mode with any model via code block extraction. py path1 C:\Users\andyj\AppData\Local\Pr Private chat with local GPT with document, images, video, etc. 0 (22A8380). Quality maintained with over 1000 unit and integration tests taking over 24 GPU-hours. Set env h2ogpt_server_name to actual IP address for LAN to see app, e. <== current version: 23. h2o. py --help with environment variable set as h2ogpt_x, e. 168. h2oGPT simplifies the process of creating a private LLM. Pre-training usually takes weeks or months on dozens or hundreds of GPUs. p Private chat with local GPT with document, images, video, etc. Demo: https://gpt. Apr 20, 2023 · I'm running this locally with downloaded h2oai_pipeline: `import torch from h2oai_pipeline import H2OTextGenerationPipeline from transformers import AutoModelForCausalLM, AutoTokenizer tokenizer = AutoTokenizer. But the response of the LLM is very slow, looking through the workload of the GPU the process of going-through vectorized db is run by CPU, while the on Jul 28, 2023 · conda create -n h2ogpt -y conda activate h2ogpt mamba install python=3. Yes, that's default for that install, but you can download and edit the file instead of running it to switch to another cuda. ai Apr 24, 2024 · Looks like you are missing /usr/local/cuda-12. Fine-tuning (typically on MBs or GBs of data) makes a model more familiar where NPROMPTS is the number of prompts in the json file to evaluate (can be less than total). Aug 22, 2023 · When I use h2ogpt to summarize mydata documents, there is something wrong when generate results: OSError: Can't load tokenizer for 'gpt2'. It's really great! I created a couple of new collections and added PDF's and text files without a problem. ) then go to your Private chat with local GPT with document, images, video, etc. 8-bit or 4-bit precision can further reduce memory requirements. container successfully built, but running 'docker compose up' returns : h2ogpt-main# docker compose up [+] Running 1/0 Container h2ogpt-main-h2ogpt-1 Created 0. A 6. ) Server Proxy API (h2oGPT acts as drop-in-replacement to OpenAI server) Supports Chat and Text Completions (streaming and non-streaming), Audio Transcription (STT), Audio Generation (TTS), Image Generation, and Embedding. h2oGPT is a large language model (LLM) fine-tuning framework and chatbot UI with document(s) question-answer capabilities. However, maybe something is still wrong. I'm unsure how the RTX A2000 should perform relative to what I have which is RTX 3090Ti. Agents for Search, Document Q/A, Python Code, CSV frames (Experimental, best with OpenAI currently) Evaluate performance using reward models. The streaming case writes the file (which could be to some buffer) each chunk (sentence) at a time, while non-streaming case does entire file at once and client waits till end to write the file. co/models', make sure you don't have a loc Private chat with local GPT with document, images, video, etc. h2oGPT will handle truncation of tokens per LLM and async summarization, multiple LLMs, etc. ai/ - Releases · h2oai/h2ogpt Private chat with local GPT with document, images, video, etc. For example, 4-bit, 8-bit or offloading to disk would cause Nov 10, 2023 · Saved searches Use saved searches to filter your results more quickly If OpenAI server was run from h2oGPT using --openai_server=True (default), then api_key is from ENV H2OGPT_OPENAI_API_KEY on same host as Gradio server OpenAI. I follow all along the installation step based on document. I've built this python program into a standalone executable that gets called from an express server. 100% private, Apache 2. gsmeikdpynkxuwakjbkrgtgqpchzgmyuccvlnbwpxhhnmb