Top 21 Python Falcon Projects
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OpenLLM
Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.
OpenLLM is a powerful platform that empowers developers to leverage the potential of open-source large language models (LLMs). It is like a Swiss Army knife for LLMs. It's a set of tools that helps developers overcome these deployment hurdles.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Project mention: Best LLM Inference Engines and Servers to Deploy LLMs in Production | dev.to | 2024-06-05
GitHub repository: https://github.com/huggingface/text-generation-inference
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petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
Project mention: Serving AI from the Basement – 192GB of VRAM Setup | news.ycombinator.com | 2024-09-08 -
hug
Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
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Responder is a web framework for Python that aims to bring the best of Flask, Falcon, and others into one.
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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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Secure
Lightweight modern Python library to add security headers (CSP, HSTS, etc.) to Django, Flask, FastAPI, and more. Secure defaults or fully customizable. (by TypeError)
secure – Lightweight modern Python library to add security headers (CSP, HSTS, etc.) to Django, Flask, FastAPI, and more
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curated-transformers
🤖 A PyTorch library of curated Transformer models and their composable components
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Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07
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ansible_collection_falcon
Comprehensive toolkit for streamlining your interactions with the CrowdStrike Falcon platform.
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Project mention: Ask HN: Is there any software you only made for your own use but nobody else? | news.ycombinator.com | 2024-07-04
I made https://github.com/notAI-tech/fastDeploy for ease of use of deploying Deep learning models.
Except me and the team at my company nobody uses it.
After I made it lot of solutions came in this space, but IMO this is the easiest one to use still.
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falcon-apispec
apispec plugin that generates OpenAPI specification (aka Swagger Docs) for Falcon web applications.
Extensions Required: Libraries like falcon-openapi or falcon-apispec enable OpenAPI support. It's worth noting that it's been many years since either of these extensions have been updated.
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Index
What are some of the best open-source Falcon projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | OpenLLM | 10,368 |
| 2 | text-generation-inference | 9,574 |
| 3 | petals | 9,347 |
| 4 | hug | 6,869 |
| 5 | responder | 3,603 |
| 6 | webargs | 1,385 |
| 7 | spacy-llm | 1,168 |
| 8 | truss | 936 |
| 9 | Secure | 917 |
| 10 | curated-transformers | 874 |
| 11 | LLM-Finetuning-Toolkit | 801 |
| 12 | Finetune_LLMs | 453 |
| 13 | falconpy | 383 |
| 14 | spectree | 325 |
| 15 | lora-instruct | 101 |
| 16 | ansible_collection_falcon | 100 |
| 17 | fastDeploy | 95 |
| 18 | deny | 85 |
| 19 | falcon-apispec | 44 |
| 20 | caracara | 39 |
| 21 | cses2humio | 6 |
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