nncf
FLaNK-Halifax
nncf | FLaNK-Halifax | |
---|---|---|
2 | 14 | |
842 | 1 | |
7.7% | - | |
9.7 | 7.3 | |
4 days ago | 7 months ago | |
Python | TypeScript | |
Apache License 2.0 | Apache License 2.0 |
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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)
FLaNK-Halifax
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What are some alternatives?
gpt-llm-trainer
rivet - The open-source visual AI programming environment and TypeScript library
model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
SeaGOAT - local-first semantic code search engine
Open3D-ML - An extension of Open3D to address 3D Machine Learning tasks
flink-cdc - Flink CDC is a streaming data integration tool
json-masker - High-performance JSON masker library in Java with no runtime dependencies
vimGPT - Browse the web with GPT-4V and Vimium
open_model_zoo - Pre-trained Deep Learning models and demos (high quality and extremely fast)
co-tracker - CoTracker is a model for tracking any point (pixel) on a video.
deepsparse - Sparsity-aware deep learning inference runtime for CPUs
CML_AMP_Intelligent-QA-Chatbot-with-NiFi-Pinecone-and-Llama2 - The prototype deploys an Application in CML using a Llama2 model from Hugging Face to answer questions augmented with knowledge extracted from the website. This prototype introduces Pinecone as a database for storing vectors for semantic search.