Vector (and Scalar) Quantization, in Pytorch
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Sep 2, 2026 - Python
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scalar-quantization
Here are 11 public repositories matching this topic...
RAG Time: A 5-week Learning Journey to Mastering RAG
ai azure visual-studio-code indexing openai gpt language-model multimodal keyword-search rag hnsw vector-search responsible-ai scalar-quantization hybrid-search llm generative-ai retrieval-augmented-generation matryoshka-representation-learning binary-quantization
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Jun 17, 2025 - Jupyter Notebook
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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Nov 12, 2024 - Python
TensorFlow implementation of "Finite Scalar Quantization: VQ-VAE Made Simple" (ICLR 2024)
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Dec 3, 2023 - 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
GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.
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Sep 6, 2026 - Python
GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.
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Sep 6, 2026 - Python
The embedded vector database for LLM-native applications.
android python lightweight ai cross-platform c99 embedded-database semantic-search similarity-search edge-computing rag hnsw approximate-nearest-neighbors local-first vector-database scalar-quantization llm embedding-database retrieval-augmented-generation single-file-database
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Jul 3, 2026 - C
High-performance ANN vector search engine in modern C++ implementing HNSW, IVF, PQ, SQ8, IVF-SQ, and IVF-PQ with SIFT1M benchmarking.
c-plus-plus machine-learning cpp retrieval simd avx2 ann approximate-nearest-neighbor-search product-quantization ml-infrastructure faiss hnsw ivf vector-search scalar-quantization sift1m
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Jun 12, 2026 - C++
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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Dec 18, 2019 - Python
Python images scalar quantizer lossy compressor and decompressor.
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Jun 17, 2022 - Python
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