MemGPT
FLaNK-OpenAi
| MemGPT | FLaNK-OpenAi | |
|---|---|---|
| 15 | 5 | |
| 9,252 | 0 | |
| - | - | |
| 9.9 | 4.5 | |
| 7 days ago | 6 months ago | |
| Python | ||
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
MemGPT
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AI21 Labs Unveils Jamba: The First Production-Grade Mamba-Based AI Model
On a side note: working over longer contexts also reminds me of MemGPT(https://github.com/cpacker/MemGPT)
- FLaNK Weekly 18 Dec 2023
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At this point we donโt necessarily need higher context windows. We need better truncation.
The MemGPT project is taking on this challenge.
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Putting Together the Pieces of Transformative AI
Long Term Memory - Voyager, MemGPTand LongMem
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[R] MemGPT: Towards LLMs as Operating Systems - UC Berkeley 2023 - Is able to create unbounded/infinite LLM context!
Blog: https://memgpt.ai/
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MemGPT: Towards LLMs as Operating Systems - UC Berkeley 2023 - Is able to create unbounded/infinite LLM context!
Github: https://github.com/cpacker/MemGPT
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MemGPT โ LLMs with self-editing memory for unbounded context
Hey all, MemGPT authors here! Happy to answer any questions about the implementation.
If you want to try it out yourself, we have a Discord bot up-and-running on the MemGPT server (https://discord.gg/9GEQrxmVyE) where you can see the memory editing in action - as you chat you'll see MemGPT update its profile about you (and itself).
Everything's open source, so can also try running MemGPT locally using the code here: https://github.com/cpacker/MemGPT. In the repo we also have a document-focused example where you can chat with MemGPT about the LlamaIndex API docs.
- MemGPT โ a combination of OS and GPT
FLaNK-OpenAi
What are some alternatives?
llama.cpp - LLM inference in C/C++
mlx-examples - Examples in the MLX framework
tidybot - TidyBot: Personalized Robot Assistance with Large Language Models
llama-recipes - Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
LongMem - Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".
Qwen-VL - The official repo of Qwen-VL (้ไนๅ้ฎ-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.
surge - Synthesizer plug-in (previously released as Vember Audio Surge)
Efficient-LLMs-Survey - Efficient Large Language Models: A Survey
velox - A C++ vectorized database acceleration library aimed to optimizing query engines and data processing systems.
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