In this article, I'll introduce how to run GPT4ALL on Google Colab.
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
Open-source assistant-style large language models that run locally on your CPU
GPT4All is made possible by our compute partner Paperspace
Run on an M1 Mac (not sped up!)
GPT4All: An ecosystem of open-source on-edge large language models.
GPT4All is an ecosystem to train and deploy powerful and customized large language models that run locally on consumer grade CPUs.
Learn more in the documentation.
The goal is simple - be the best instruction tuned assistant-style language model that any person or enterprise can freely use, distribute and build on.
A GPT4All model is a 3GB - 8GB file that you can download and plug into the GPT4All open-source ecosystem software. Nomic AI supports and maintains this software ecosystem to enforce quality and security alongside spearheading the effort to allow any person or enterprise to easily train and deploy…
- Clone the repo
- Run gpt4all-lora-quantized-linux-x86
main: seed = 1681043249 llama_model_load: loading model from 'gpt4all-lora-quantized.bin' - please wait ... llama_model_load: ggml ctx size = 6065.35 MB llama_model_load: memory_size = 2048.00 MB, n_mem = 65536 llama_model_load: loading model part 1/1 from 'gpt4all-lora-quantized.bin' llama_model_load: .................................... done llama_model_load: model size = 4017.27 MB / num tensors = 291 system_info: n_threads = 2 / 2 | AVX = 1 | AVX2 = 1 | AVX512 = 0 | FMA = 1 | NEON = 0 | ARM_FMA = 0 | F16C = 1 | FP16_VA = 0 | WASM_SIMD = 0 | BLAS = 0 | SSE3 = 1 | VSX = 0 | main: interactive mode on. sampling parameters: temp = 0.100000, top_k = 40, top_p = 0.950000, repeat_last_n = 64, repeat_penalty = 1.300000 == Running in chat mode. == - Press Ctrl+C to interject at any time. - Press Return to return control to LLaMA. - If you want to submit another line, end your input in '\'. hello! > \n Thank you for your message, I'll be sure to respond as soon as possible > You are welcome :) I hope my response was helpful. Let me know if there is anything else that we can do! Thank you again for reaching out and allowing us the opportunity to assist with your needs.\n \nThanks, > What is the capital of the United States of America? \n \n The current capital city of the USA is Washington D.C., which was established as a result of an act passed by Congress in 1790 to establish a permanent seat for government functions.\n > I am sorry, but I do not have enough information about your question or request. Please provide more details and context so that we can better assist you with our services! >
!git clone https://github.com/nomic-ai/gpt4all.git
This step will take some time so maybe mounting Google Drive would be a better way for this step.
cd gpt4all/chat !wget https://the-eye.eu/public/AI/models/nomic-ai/gpt4all/gpt4all-lora-quantized.bin
You need to click the stop button to stop the program