llama.go
MiniGPT-4-discord-bot
| llama.go | MiniGPT-4-discord-bot | |
|---|---|---|
| 12 | 1 | |
| 1,178 | 42 | |
| - | - | |
| 8.2 | 10.0 | |
| 6 months ago | about 1 year ago | |
| Go | Python | |
| GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" License |
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llama.go
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Understanding GPT Tokenizers
You might reuse simple LLaMA tokenizer right in your Go code, look there:
https://github.com/gotzmann/llama.go/blob/8cc54ca81e6bfbce25...
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April 2023
llama.go is like llama.cpp in pure Golang (https://github.com/gotzmann/llama.go)
- llama.go v1.4 - introduces Rest API for your GPT services
- [Golang] Llama.go - Meta's Llama GPT Inférence dans Pure Golang
- LLaMA.go v1.4: now with scalable REST API exposing local GPT model
- Local LLaMA REST API with llama.go v1.4
- LLaMA.go v1.4 - introducing REST API for building your own GPT services
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MiniGPT-4
I'm developing framework [1] in Golang with this goal in mind :) It successfully runs relatively big LLM right now, and diffusion models will be the next step
[1] https://github.com/gotzmann/llama.go/
- gotzmann/llama.go: llama.go is like llama.cpp in pure Golang!
- Show HN: Llama.go – port of llama.cpp to pure Go
MiniGPT-4-discord-bot
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MiniGPT-4
linear layer, and train just the tiny layer on some datasets of image-text pairs.
But the results are pretty amazing. It completely knocks Openflamingo && even the original blip2 models out of the park. And best of all, it arrived before OpenAI's GPT-4 Image Modality did. Real win for Open Source AI.
The repo's default inference code is kind of bad -- vicuna is loaded in fp16 so it can't fit on any consumer hardware. I created a PR on the repo to load it with int8, so hopefully by tomorrow it'll be runnable by 3090/4090 users.
I also developed a toy discord bot (https://github.com/152334H/MiniGPT-4-discord-bot) to show the model to some people, but inference is very slow so I doubt I'll be hosting it publicly.
What are some alternatives?
Flowise - Drag & drop UI to build your customized LLM flow
InternGPT - InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)
gpt4all.unity - Bindings of gpt4all language models for Unity3d running on your local machine
MiniGPT-4 - Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
nn-zero-to-hero - Neural Networks: Zero to Hero
ROCm - AMD ROCm™ Software - GitHub Home [Moved to: https://github.com/ROCm/ROCm]
tokenizer - Pure Go implementation of OpenAI's tiktoken tokenizer
AutoGPT - AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
LLamaStack - ASP.NET Core Web, WebApi & WPF implementations for LLama.cpp & LLamaSharp
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/AutoGPT]
langchain-alpaca - Run Alpaca LLM in LangChain
llama.cpp - LLM inference in C/C++