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Top 23 Falcon Open-Source Projects
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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.
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petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
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InfluxDB
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hug
Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
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SaaSHub
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hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
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webargs
A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, Pyramid, webapp2, Falcon, and aiohttp.
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falcon-apispec
apispec plugin that generates OpenAPI specification (aka Swagger Docs) for Falcon web applications.
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SaaSHub
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Project mention: LocalAI: Self-hosted OpenAI alternative reaches 2.14.0 | news.ycombinator.com | 2024-05-03
So how long until we can do an open source Mistral Large?
We could make a start on Petals or some other open source distributed training network cluster possibly?
[0] https://petals.dev/
Regarding visualization tools, sqliteviz has proven to be the best I've found so far. Their web app runs locally but has some trackers, so I run it locally via a simple, static HTTP server. Falcon and Redash seem like overkill for my needs.
There are 3 courses that I usually recommend to folks looking to get into MLE/MLOps that already have a technical background. The first is a higher-level look at the MLOps processes, common challenges and solutions, and other important project considerations. It's one of Andrew Ng's courses from Deep Learning AI but you can audit it for free if you don't need the certificate: - Machine Learning in Production For a more hands-on, in-depth tutorial, I'd recommend this course from NYU (free on GitHub), including slides, scripts, full-code homework: - Machine Learning Systems And the title basically says it all, but this is also a really good one: - Hands-on Train and Deploy ML Pau Labarta, who made that last course, actually has a series of good (free) hands-on courses on GitHub. If you're interested in getting started with LLMs (since every company in the world seems to be clamoring for them right now), this course just came out from Pau and Paul Iusztin: - Hands-on LLMs For LLMs I also like this DLAI course (that includes Prompt Engineering too): - Generative AI with LLMs It can also be helpful to start learning how to use MLOps tools and platforms. I'll suggest Comet because I work there and am most familiar with it (and also because it's a great tool). Cloud and DevOps skills are also helpful. Make sure you're comfortable with git. Make sure you're learning how to actually deploy your projects. Good luck! :)
Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07
Rather than using flight control, you could consider doing a import/export of your configuration, then mass uninstall and reinstall each individual existing CID into your new single CID. The parent would really only help with policy inheritence/detection rollup/rbac which you would no longer need after converting to a single instance.
And for falconpy: https://github.com/CrowdStrike/falconpy/wiki/Identity-Protection
Project mention: Has anyone seen anything like this when booting Linux on a Pocket 3? | /r/GPDPocket | 2023-05-15Yes, but this is Ubuntu 21.10 and it is EOL. It is also not made by GPD (they just provide a link to the iso). This https://github.com/wimpysworld/umpc-ubuntu is the github with the relevant scripts, mostly made by one person (he also has an interesting youtube channel).
https://github.com/jakka351/FG-Falcon/blob/master/resources/ReadFlash.ino.txt You could adapt this Arduino sketch. It was used to read the flash off a V850 in an instrument cluster.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Falcon related posts
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High-Speed Large Language Model Serving on PCs with Consumer-Grade GPUs
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PowerInfer: Fast Large Language Model Serving with a Consumer-Grade GPU [pdf]
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Migrate child cid to parent cid
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Get Falcon Scanning Results Via API
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Unlock NEC V850 + D70F33771
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Filter issue with Get-FalconAsset
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Identity API for PSfalcon or FalconPY
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
Index
What are some of the best open-source Falcon projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | LocalAI | 20,076 |
| 2 | petals | 8,710 |
| 3 | text-generation-inference | 7,938 |
| 4 | PowerInfer | 6,978 |
| 5 | hug | 6,824 |
| 6 | falcon | 5,132 |
| 7 | falcon | 2,494 |
| 8 | hands-on-llms | 2,329 |
| 9 | webargs | 1,365 |
| 10 | truss | 837 |
| 11 | Secure | 669 |
| 12 | LLM-Finetuning-Toolkit | 675 |
| 13 | Finetune_LLMs | 439 |
| 14 | psfalcon | 318 |
| 15 | spectree | 305 |
| 16 | falconpy | 307 |
| 17 | umpc-ubuntu | 197 |
| 18 | deny | 84 |
| 19 | ansible_collection_falcon | 86 |
| 20 | FG-Falcon | 55 |
| 21 | falcon-apispec | 43 |
| 22 | caracara | 33 |
| 23 | falcon-tools | 29 |
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