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Top 12 Python knowledge-distillation Projects
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
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neural-compressor
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
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DWPose
"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)
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Project mention: From Unstructured Text to Interactive Knowledge Graphs Using LLMs | news.ycombinator.com | 2025-03-31
The code is located here: https://github.com/robert-mcdermott/ai-knowledge-graph
An example knowledge graph it created is located here: https://robert-mcdermott.github.io/ai-knowledge-graph/
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Sevalla
Deploy and host your apps and databases, now with $50 credit! Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!
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Project mention: Vexa: Open-Source Transcription API for Product Builders | news.ycombinator.com | 2025-04-12
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EfficientAT
This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings.
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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 knowledge-distillation discussion
Python knowledge-distillation related posts
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Vexa: Open-Source Transcription API for Product Builders
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Show HN: Open-Source Bot API: Real-Time Google Meet,Teams,Zoom Transcription
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Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI
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How to Resolve DWPose/Onnxruntime Warning (or How to Run Multiple CUDA Versions Side-by-Side)
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Intel Textual Inversion Training on Hugging Face
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Still worrying about model compression? MMRazor may work for you.
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Still worrying about model compression? MMRazor is all you need
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Sep 2025
Index
What are some of the best open-source knowledge-distillation projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | PaddleClas | 5,718 |
| 2 | Pretrained-Language-Model | 3,114 |
| 3 | neural-compressor | 2,479 |
| 4 | DWPose | 2,462 |
| 5 | Awesome-Efficient-LLM | 1,851 |
| 6 | mmrazor | 1,600 |
| 7 | ai-knowledge-graph | 1,223 |
| 8 | vexa | 1,152 |
| 9 | efficient-gnns | 532 |
| 10 | EfficientAT | 296 |
| 11 | Lion | 210 |
| 12 | Linki | 3 |
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InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com