Vector (and Scalar) Quantization, in Pytorch
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Updated
Nov 28, 2024 - Python
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scalar-quantization
Here are 6 public repositories matching this topic...
Implementation of the proposed MaskBit from Bytedance AI
deep-learning
transformers
artificial-intelligence
autoencoder
image-generation
scalar-quantization
binary-quantization
vqgan-vae
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Updated
Nov 12, 2024 - Python
TensorFlow implementation of "Finite Scalar Quantization: VQ-VAE Made Simple" (ICLR 2024)
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Dec 3, 2023 - Python
Benchmarking and evaluation code for image retrieval in Python + Dask and implementation of Surrogate Text Representation and Indexing
elasticsearch
dask
image-retrieval
pylucene
deep-features
surrogate-text-representation
scalar-quantization
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Updated
Dec 18, 2019 - Python
Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics
python
natural-language-processing
clustering
embeddings
dimensionality-reduction
topic-modeling
quantization
umap
hdbscan
pydantic
taxonomy-construction
huggingface
alibi
scalar-quantization
sentence-transformers
huggingface-transformers
prompt-engineering
langchain
anthropic-claude
mistral-7b
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Jul 22, 2024 - Jupyter Notebook
Python images scalar quantizer lossy compressor and decompressor.
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Updated
Jun 17, 2022 - Python
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