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Sponsored by
APIMart
abenzerps / Apodex-1.1-mini-MLX
Model's Last Updated: September 02 2026
text-generation
Introduction of Apodex-1.1-mini-MLX
Model Details of Apodex-1.1-mini-MLX
Apodex-1.1-mini MLX
MLX conversion of apodex/Apodex-1.1-mini , a 35.95B-parameter Qwen3.5 MoE model designed for research, data, files, code, and tool-driven work.
This release is optimized for text generation with
mlx-lm
on Apple silicon.
Upstream benchmarks
Both figures are reproduced from the upstream model card. They report evaluations performed with FrontierAgent , Apodex's open-source agent runtime and evaluation suite, using its ReAct and Agent Team workflows. They do not measure this MLX conversion.
Upstream Apodex-1.1 evaluation results using FrontierAgent's ReAct and Agent Team workflows.
Upstream Apodex-1.1-mini evaluation results using FrontierAgent. With the Agent Team workflow, the model scored 27.7 on APEX-Agent, 50.2 on FrontierFinance, and 51.7 on FrontierScience-Research.
Model details
| Item | Value |
|---|---|
| Format | MLX safetensors |
| Quantization | Affine 4-bit, group size 64 |
| Effective bits per weight | 4.503 |
| Model size | 19.5 GB |
| Non-quantized dtype | BF16 |
| Architecture |
Qwen3_5MoeForConditionalGeneration
|
The MoE router and shared-expert gate weights remain at 8-bit; other eligible weights use affine 4-bit quantization.
This is a text-only MLX release. Image input is not supported. Current official
mlx-lmQwen3.5 support filters the nativemtp.*weights, so native MTP is not included. Standard generation is unaffected.
Hugging Face may show approximately 5B parameters because packed MLX
uint32tensors are counted as stored elements. The source model contains 35.95B parameters.
Usage
pip install -U mlx-lm
mlx_lm.generate \
--model abenzerps/Apodex-1.1-mini-MLX \
--prompt "Explain why reproducible builds matter." \
--max-tokens 512 --temp 0.7
The 19.5 GB weights require additional unified memory for the runtime and KV cache, especially at long context lengths. To disable thinking, pass
--chat-template-config '{"enable_thinking": false}'
.
Checksums
SHA-256 hashes for every shard and supporting file are provided in
SHA256SUMS
.
sha256sum -c SHA256SUMS
License
The source model was released by Apodex AI under the Apache License 2.0 . The same license and attribution requirements apply to this conversion.
Runs of abenzerps Apodex-1.1-mini-MLX on huggingface.co
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More Information About Apodex-1.1-mini-MLX huggingface.co Model
Url of Apodex-1.1-mini-MLX
Apodex-1.1-mini-MLX huggingface.co Url
Provider of Apodex-1.1-mini-MLX huggingface.co
Other API from abenzerps
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