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Top 13 Python language-model Projects
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pip install git+https://github.com/huggingface/transformers
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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 -
One project from GitHub Trending that really caught my attention is LibreTranslate. It’s an open-source web app used to translate between languages, similar to Google Translate, but powered by the Agros Translate library. I have a deep passion for learning languages—both spoken and programming languages—so this project feels like the ideal opportunity to merge these interests. In fact, one of my long-term goals is to contribute to the preservation of endangered languages, and working on LibreTranslate seems like the perfect starting point for that.
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Project mention: Large Concept Models: Language modeling in a sentence representation space | news.ycombinator.com | 2024-12-31
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FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering. (by deepset-ai)
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happy-transformer
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
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chat.petals.dev
đź’¬ Chatbot web app + HTTP and Websocket endpoints for LLM inference with the Petals client
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extreme-bert
ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.
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Project mention: On-Device LLM Inference Powered by X-Bit Quantization | news.ycombinator.com | 2024-05-29
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AREkit
Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML
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code-representations-ml-brain
[NeurIPS 2022] "Convergent Representations of Computer Programs in Human and Artificial Neural Networks" by Shashank Srikant*, Benjamin Lipkin*, Anna A. Ivanova, Evelina Fedorenko, Una-May O'Reilly.
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).
Python language-models discussion
Python language-models related posts
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Serving AI from the Basement – 192GB of VRAM Setup
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Chameleon: Meta's New Multi-Modal LLM
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Mistral Large
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Can LLMs learn from a single example?
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[Research] [Project] Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
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Can someone please explain to me the differences between train, dev and test datasets?
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Fine-Tuning Transformers for NLP
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Jan 2025
Index
What are some of the best open-source language-model projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | transformers | 137,946 |
| 2 | petals | 9,366 |
| 3 | argos-translate | 4,081 |
| 4 | large_concept_model | 1,768 |
| 5 | FARM | 1,744 |
| 6 | tango | 1,136 |
| 7 | happy-transformer | 528 |
| 8 | chat.petals.dev | 308 |
| 9 | extreme-bert | 282 |
| 10 | dsir | 242 |
| 11 | picollm | 204 |
| 12 | AREkit | 62 |
| 13 | code-representations-ml-brain | 7 |
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