optimum-intel
nncf
optimum-intel | nncf | |
---|---|---|
1 | 2 | |
328 | 825 | |
8.8% | 7.9% | |
9.6 | 9.7 | |
5 days ago | 3 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
optimum-intel
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If Stable Diffusion "stores" images in lossy compression, as per the lawsuit's claim, how can you retrieve the original training images?
No I haven't. There's an article from Intel about doing it with some of their tools though (code is here).
nncf
- FLaNK Stack Weekly 06 Nov 2023
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NN mixed-precision quantization framework that supports TF?
I am aware of NNCF (https://github.com/openvinotoolkit/nncf), but it doesn't support mixed precision quantization for TF. What other frameworks support that for TF? (implement HAWQ or AutoQ algorithms for example)
What are some alternatives?
WhitenBlackBox - Towards Reverse-Engineering Black-Box Neural Networks, ICLR'18
gpt-llm-trainer
model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
json-masker - High-performance JSON masker library in Java with no runtime dependencies
Open3D-ML - An extension of Open3D to address 3D Machine Learning tasks
deepsparse - Sparsity-aware deep learning inference runtime for CPUs
open_model_zoo - Pre-trained Deep Learning models and demos (high quality and extremely fast)
siamese-nn-semantic-text-similarity - A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.
trieve - All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
CoC2023 - Community over Code, Apache NiFi, Apache Kafka, Apache Flink, Python, GTFS, Transit, Open Source, Open Data
sparseml - Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
CML_AMP_Chroma-Server-For-Vector-DB - Host a Chroma Server for Vector DB and Semantic Search, accessible via REST API