pg_activity
llama-cpp-python
| pg_activity | llama-cpp-python | |
|---|---|---|
| 5 | 56 | |
| 2,413 | 6,850 | |
| 0.6% | - | |
| 8.3 | 9.8 | |
| 3 days ago | 4 days ago | |
| Python | Python | |
| PostgreSQL License | MIT License |
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.
pg_activity
- FLaNK AI for 11 March 2024
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PostgreSQL 16 Bi-Directional Logical Replication
https://github.com/cloudnative-pg/cloudnative-pg/issues/13
/? logical replication:
https://www.google.com/search?q=logical+replication
pgadmin docs > Publication Dialog; logical replication: https://www.pgadmin.org/docs/pgadmin4/development/publicatio...
https://github.com/dalibo/pg_activity#faq ; pip install `pg_activity[psychopg]` :
> FAQ: I can't see my queries only TPS is shown
Only the TPS
(How) Do any ~pg_top tools delineate logical replication activity?
pgcenter > PostgreSQL statistics [virtual tables] (and also /proc)
- pg_activity
- Pg_activity is a top like application for PostgreSQL server activity monitoring
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How to Find and Stop Running Queries on PostgreSQL
https://github.com/dalibo/pg_activity ('a top-like application for PostgreSQL server activity monitoring') is quite useful.
llama-cpp-python
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Ollama v0.1.33 with Llama 3, Phi 3, and Qwen 110B
There's a Python binding for llama.cpp which is actively maintained and has worked well for me: https://github.com/abetlen/llama-cpp-python
- FLaNK AI for 11 March 2024
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OpenAI: Memory and New Controls for ChatGPT
I'll share the core bit that took a while to figure out the right format, my main script is a hot mess using embeddings with SentenceTransformer, so I won't share that yet. E.g: last night I did a PR for llama-cpp-python that shows how Phi might be used with JSON only for the author to write almost exactly the same code at pretty much the same time. https://github.com/abetlen/llama-cpp-python/pull/1184
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TinyLlama LLM: A Step-by-Step Guide to Implementing the 1.1B Model on Google Colab
Python Bindings for llama.cpp
- Mistral-8x7B-Chat
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Running Mistral LLM on Apple Silicon Using Apple's MLX Framework Is Much Faster
If the model could be made to work with llama.cpp, then https://github.com/abetlen/llama-cpp-python might be more compact. llama.cpp only supports a limited list of model types though.
- Run ChatGPT-like LLMs on your laptop in 3 lines of code
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Code Llama, a state-of-the-art large language model for coding
https://github.com/abetlen/llama-cpp-python has a web server mode that replicates openai's API iirc and the readme shows it has docker builds already.
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Meta: Code Llama, an AI Tool for Coding
LocalAI https://localai.io/ and LMStudio https://lmstudio.ai/ both have fairly complete OpenAI compatibility layers. llama-cpp-python has a FastAPI server as well: https://github.com/abetlen/llama-cpp-python/blob/main/llama_... (as of this moment it hasn't merged GGUF update yet though)
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First steps with llama
I went with Python, llama-cpp-python, since my goal is just to get a small project up and running locally.
What are some alternatives?
systeminformer - A free, powerful, multi-purpose tool that helps you monitor system resources, debug software and detect malware. Brought to you by Winsider Seminars & Solutions, Inc. @ http://www.windows-internals.com
LocalAI - :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.
pgcenter - Command-line admin tool for observing and troubleshooting Postgres.
intel-extension-for-pytorch - A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
psutil - Cross-platform lib for process and system monitoring in Python
llama.cpp - LLM inference in C/C++
nvitop - An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
text-generation-inference - Large Language Model Text Generation Inference
topalias - Linux bash/zsh aliases generator
mlc-llm - Universal LLM Deployment Engine with ML Compilation
Fraud-Prevention-With-Cloudera-SSB
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.