metadata

license: apache-2.0
tags:
  - unsloth
  - query-expansion

Query Expansion Dataset - Qwen2.5-3B

Fine-tuned Qwen2.5-3B model for generating search query expansions.
Part of a collection of query expansion models available in different architectures and sizes.

Overview

Base model: Qwen2.5-3B
Task: Search query expansion
Training Data: Query Expansion Dataset

Variants

LoRA adaptors

Qwen2.5-7B
Llama-3.2-3B

GGUF variants

Qwen2.5-3B-GGUF
Qwen2.5-7B-GGUF
Llama-3.2-3B-GGUF

Each GGUF model is available in several quantization formats: F16, Q8_0, Q5_K_M, Q4_K_M, Q3_K_M

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