convostack
basaran
| convostack | basaran | |
|---|---|---|
| 5 | 22 | |
| 194 | 1,281 | |
| 3.1% | - | |
| 8.7 | 10.0 | |
| 11 months ago | 4 months ago | |
| TypeScript | Python | |
| MIT License | MIT License |
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convostack
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Run and create custom ChatGPT-like bots with OpenChat
https://github.com/ConvoStack/convostack
- Show HN: ConvoStack – Open-source chat framework for langchain
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Does anyone know the best way to put a nice UI/GUI on a LangChain app and in your opinion what is the best online VectorDB to use that's simple and flexible like ChromaDB?
I've found Pinecone very easy to work with and their free tier (if you can get on it) is solid. For the GUI, I suggest checking out https://github.com/ConvoStack/convostack. It also has a ready to go playground for chat QA using Pinecone (with a web crawler for loading your documents).
- Open-source chat widget for Langchain apps
- GitHub - ConvoStack/convostack: Open-source alternative to Intercom’s AI chatbot
basaran
- OpenLLM
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Langchain and self hosted LLaMA hosted API
What are the current best "no reinventing the wheel" approaches to have Langchain use an LLM through a locally hosted REST API, the likes of Oobabooga or hyperonym/basaran with streaming support for 4-bit GPTQ?
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Run and create custom ChatGPT-like bots with OpenChat
Disclaimer: I am curating LLM-tools on github [1]
A few thoughts:
* allow for custom endpoint URLs, this way people can use open source LLMs with a fake openAI API backend like basaran[2] or llama-api-server[3]
* look into better embedding methods for info-retrieval like InstructorEmbeddings or Document Summary Index
* Don't use a single embedding per content item, use multiple to increase retrieval quality
1 https://github.com/underlines/awesome-marketing-datascience/...
2 https://github.com/hyperonym/basaran
3 https://github.com/iaalm/llama-api-server
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1-Jun-2023
open-source alternative to the OpenAI text completion API (https://github.com/hyperonym/basaran)
- Introducing Basaran: self-hosted open-source alternative to the OpenAI text completion API
- Basaran is an open-source alternative to the OpenAI text completion API
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Ask HN: What's the best self hosted/local alternative to GPT-4?
Guanaco-65B[0] using Basaran[1] for your OpenAI compatible API. You can use any ChatGPT front-end which lets you change the OpenAI endpoint URL.
[0] An fp4 finetune of LLaMA-30B by Tim Dettmers
[1] https://github.com/hyperonym/basaran
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Are all the finetunes stupid?
For lm-eval, I think you'd either need to take GPTQ's inference script and shim it into a model: https://github.com/EleutherAI/lm-evaluation-harness/tree/master/lm_eval/models or you might be able to use a project like https://github.com/hyperonym/basaran and then you could use the gpt3 model...
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Using the API in Node
There are also: - Basaran repo: "Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models". "...Compatibility with OpenAI API and client libraries..."; - llama-cpp-python repo: "Simple Python bindings for @ggerganov's llama.cpp library...". "...OpenAI-like API...".
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Researcher looking for help with how to prepare a finetuning dataset for models like Bloomz and Cerebras-GPT
I want to start with a totally freely available model, so again, that excludes things like LLaMA where the weights are only available through a wait list. The two models that most get my attention and (I think, and hope) fit my criteria of open availability are Cerebras-GPT (13b) and Bloomz (7b). The tools to process and fine-tune that seem most feasible to me, from my limit knowledge, are xturing and basaran.
What are some alternatives?
OpenChat - LLMs custom-chatbots console ⚡
text-generation-inference - Large Language Model Text Generation Inference
llama-api-server - A OpenAI API compatible REST server for llama.
openai-chatgpt-opentranslator - Python command that uses openai to perform text translations
Solara - A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps
AutoGPTQ - An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
magma-chat - Ruby on Rails 7-based ChatGPT Bot Platform
NeMo-Guardrails - NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
gpt-jargon - Jargon is a natural language programming language specified and executed by LLMs like GPT-4.
llm-foundry - LLM training code for Databricks foundation models
awesome-ml - Curated list of useful LLM / Analytics / Datascience resources
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM