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query-expansion-Qwen2.5-7B-GGUF – AI Model by s-emanuilov | AlphaNeural AI
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query-expansion-Qwen2.5-7B-GGUF
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s-emanuilov/query-expansion
endpoints_compatible
gguf
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apache-2.0
llama.cpp
query-expansion
qwen2
us
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Query Expansion GGUF - based on Qwen2.5-7B
GGUF quantized version of Qwen2.5-7B 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:
Qwen2.5-7B
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
Qwen2.5-3B-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:
"current apple share value"
"latest updates on apple's market position"
"how is apple performing in the current market?"
"what is the latest information on apple's financial standing?"
Citation
If you find my work helpful, feel free to give me a citation.
