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Hqq Alternatives
Similar projects and alternatives to hqq based on common topics and language
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NeoGPT
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InfluxDB
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xTuring
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aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
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model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better hqq alternative or higher similarity.
hqq reviews and mentions
Posts with mentions or reviews of hqq.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-07.
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Half-Quadratic Quantization of Large Machine Learning Models
Sharing our work on model quantization.
- Blog: https://mobiusml.github.io/hqq_blog/
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New Mixtral HQQ Quantzied 4-bit/2-bit configuration
We are releasing new 2-bit Mixtral models. These ones use a mixed HQQ 4-bit/2-bit configuration, resulting in a significantly improved model (ppl 4.69 vs. 5.90) with a negligible 0.20 GB VRAM increase.
Base: https://huggingface.co/mobiuslabsgmbh/Mixtral-8x7B-v0.1-hf-a...
Instruct: https://huggingface.co/mobiuslabsgmbh/Mixtral-8x7B-Instruct-...
Shout-out to Artem Eliseev and Denis Mazur for suggesting this idea ( https://github.com/mobiusml/hqq/issues/2 )
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[D] Which framework do you use for applying post-training quantization on image classification models?
Haven't used it myself yet, but https://github.com/mobiusml/hqq looks quite promising, and, more importantly for me, easy to use
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[R] Half-Quadratic Quantization of Large Machine Learning Models
Blog: https://mobiusml.github.io/hqq_blog/ Code: https://github.com/mobiusml/hqq Models: https://huggingface.co/mobiuslabsgmbh/
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www.saashub.com | 8 May 2024
Stats
Basic hqq repo stats
7
415
9.3
10 days ago
mobiusml/hqq is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of hqq is Python.
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