Apodex-1.1-mini-GGUF

Apodex-1.1-mini GGUF

GGUF quantizations of apodex/Apodex-1.1-mini, a 35.95B-parameter Qwen3.5 MoE model for research, data, files, code, and tool-driven work.

All model files retain the checkpoint's native MTP/NextN head. For image input, use the included F16 vision projector.

Upstream benchmarks

Results reported by Apodex AI from evaluations of the original Apodex-1.1 model using FrontierAgent, its agent harness and evaluation suite.

Results reported by Apodex AI from evaluations of the original Apodex-1.1-mini checkpoint using FrontierAgent. With the Agent Team workflow, it scored 27.7 on APEX-Agent, 50.2 on FrontierFinance, and 51.7 on FrontierScience-Research.

GGUF files

The IQ builds use the included importance matrix. Q4 Selective is a compact custom Q4 alternative that selectively retains higher precision in key weights.

Usage

Use a current llama.cpp build with the included chat template.

llama-cli \
  -m Apodex-1.1-mini-Q4_K_M.gguf \
  -c 4096 -n 512 --temp 1.0 --top-p 0.95 \
  --jinja --chat-template-file chat_template.jinja \
  -p "Explain why reproducible builds matter."

For MTP speculative decoding:

llama-server \
  -m Apodex-1.1-mini-Q4_K_M.gguf \
  --spec-type draft-mtp --spec-draft-n-max 3 \
  --jinja --chat-template-file chat_template.jinja

For image input:

llama-mtmd-cli \
  -m Apodex-1.1-mini-Q4_K_M.gguf \
  -mm mmproj-Apodex-1.1-mini-F16.gguf \
  --image image.jpg -p "Describe this image."

Source

• Model: apodex/Apodex-1.1-mini
• Chat template revision: 62583b4
• License: Apache-2.0
• Checksums: SHA256SUMS