LLaMA-Factory
pgmq
LLaMA-Factory | pgmq | |
---|---|---|
3 | 14 | |
21,791 | 897 | |
- | 13.4% | |
9.9 | 8.9 | |
1 day ago | 24 days ago | |
Python | Rust | |
Apache License 2.0 | PostgreSQL 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.
LLaMA-Factory
- FLaNK-AIM Weekly 06 May 2024
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Show HN: GPU Prices on eBay
Depends what model you want to train, and how well you want your computer to keep working while you're doing it.
If you're interested in large language models there's a table of vram requirements for fine-tuning at [1] which says you could do the most basic type of fine-tuning on a 7B parameter model with 8GB VRAM.
You'll find that training takes quite a long time, and as a lot of the GPU power is going on training, your computer's responsiveness will suffer - even basic things like scrolling in your web browser or changing tabs uses the GPU, after all.
Spend a bit more and you'll probably have a better time.
[1] https://github.com/hiyouga/LLaMA-Factory?tab=readme-ov-file#...
- FLaNK Weekly 31 December 2023
pgmq
- Pgmq: Lightweight message queue extension for Postgres
- Replace SQS / RSMQ with pgmq: A lightweight message queue based on Postgres
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Introducing pgzx: create PostgreSQL extensions using Zig
And lots of interesting extensions use it, like
https://github.com/tembo-io/pgmq
https://github.com/zombodb/zombodb
https://github.com/supabase/pg_jsonschema
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Show HN: Hatchet – Open-source distributed task queue
Have you considered https://github.com/tembo-io/pgmq for the queue bit?
- Show HN: An SQS Alternative on Postgres
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Postgres as Queue
some notes about pgmq, https://github.com/tembo-io/pgmq, that is on this list. It is built as an extension in Postgres, which makes it compatible with all languages that have a Postgres driver.
There's no 'magic' to it, it uses existing Postgres features so all the performance and consistency guarantees of Postgres are to be expected. Easily gets to 10k+ concurrent reads and writes even on smaller sized Postgres instances, which is more than most applications need.
- FLaNK Weekly 31 December 2023
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What are the best job-scheduling tools, frameworks or libraries?
Newer project but there's no library needed. https://github.com/tembo-io/pgmq. They have a pretty simple SQL api similar to SQS. It's an extension though, so some cloud provider will not support it.
- FLaNK Stack Weekly for 20 Nov 2023
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Choose Postgres Queue Technology
PGMQ does not require a client library, https://github.com/tembo-io/pgmq so long as your language of choice can run SQL. All the functions live in Postgres, and you just call them with SQL statement. Very similar feel and semantics to SQS.
What are some alternatives?
KVQuant - KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
pg-boss - Queueing jobs in Node.js using PostgreSQL like a boss
seatunnel - SeaTunnel is a next-generation super high-performance, distributed, massive data integration tool.
kubeblocks - KubeBlocks is an open-source control plane that runs and manages databases, message queues and other data infrastructure on K8s.
machinascript-for-robots - Build LLM-powered robots in your garage with MachinaScript For Robots!
FLaNK-EveryTransitSystem - Every transit system
efficient-kan - An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
torchgeo - TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
generative-ai-python - The Gemini API Python SDK enables developers to use Google's state-of-the-art generative AI models to build AI-powered features and applications.
CML_AMP_Intelligent-QA-Chatbot-with-NiFi-Pinecone-and-Llama2 - The prototype deploys an Application in CML using a Llama2 model from Hugging Face to answer questions augmented with knowledge extracted from the website. This prototype introduces Pinecone as a database for storing vectors for semantic search.
FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse
screenshot-to-code - Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)