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Model Comparison

ccssne/gemma-4-31b-it-heretic-ara-ggufvstobil/qmd-query-expansion-1.7b-gguf

Side-by-side comparison of ccssne/gemma-4-31b-it-heretic-ara-gguf and tobil/qmd-query-expansion-1.7b-gguf: downloads, license, context length, tasks, and benchmarks.

ccssne/gemma-4-31b-it-heretic-ara-gguf

CCSSNE · —

# Gemma-4-31B-It-Heretic-GGUF Quantized using Unsloth on RTX 4070 Laptop . This version includes the vision adapter (mmproj) and is optimized for local inference.

tobil/qmd-query-expansion-1.7b-gguf

tobil · text-generation

Train small language models to expand search queries for QMD's hybrid retrieval pipeline.

Side-by-side Specifications

ccssne/gemma-4-31b-it-heretic-ara-gguftobil/qmd-query-expansion-1.7b-gguf
AuthorCCSSNEtobil
Pipeline Task—text-generation
Librarygguf—
Downloads48,71473,494
Likes418
LicenseUnknownUnknown
Context Length——
Created2026-04-032026-01-25
Last Modified2026-04-032026-01-29
Tags
ggufunslothgemma-4quantizedbase_model:trohrbaugh/gemma-4-31b-it-heretic-arabase_model:quantized:trohrbaugh/gemma-4-31b-it-heretic-araendpoints_compatibleregion:usconversational
ggufquery-expansionsearchqwen3text-generationenarxiv:2212.10496base_model:Qwen/Qwen3-1.7Bbase_model:quantized:Qwen/Qwen3-1.7Blicense:mit

View full details: ccssne/gemma-4-31b-it-heretic-ara-gguf · tobil/qmd-query-expansion-1.7b-gguf