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query-expansion-Qwen2.5-3B-GGUF – AI Model by s-emanuilov | AlphaNeural AI
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query-expansion-Qwen2.5-3B-GGUF
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s-emanuilov/query-expansion
endpoints_compatible
gguf
template
apache-2.0
llama.cpp
query-expansion
qwen2
us
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Query Expansion GGUF - based on Qwen2.5-3B
GGUF quantized version of Qwen2.5-3B for query expansion task. Part of a collection of query expansion models available in different architectures and sizes.
Overview
Task:
Search query expansion
Base model:
Qwen2.5-3B
Training data:
Query Expansion Dataset
Query Expansion Model
Quantized Versions
Model available in multiple quantization formats:
F16 (Original size)
Q8_0 (~8-bit quantization)
Q5_K_M (~5-bit quantization)
Q4_K_M (~4-bit quantization)
Q3_K_M (~3-bit quantization)
Related Models
LoRA Adaptors
Qwen2.5-3B
Qwen2.5-7B
Llama-3.2-3B
GGUF Variants
Qwen2.5-7B-GGUF
Llama-3.2-3B-GGUF
Details
This model is designed for enhancing search and retrieval systems by generating semantically relevant query expansions.
It could be useful for:
Advanced RAG systems
Search enhancement
Query preprocessing
Low-latency query expansion
Example
Input:
"apple stock"
Expansions:
"apple market"
"apple news"
"apple stock price"
"apple stock forecast"
Citation
If you find my work helpful, feel free to give me a citation.
