{"v":1,"id":"model:hf:abenzerps/Apodex-1.1-mini-GGUF","slug":"model-abenzerps-apodex-1-1-mini-gguf","kind":"model","category":"llm","title":"Apodex-1.1-mini-GGUF","summary":"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.","source":{"provider":"hf","ref":"abenzerps/Apodex-1.1-mini-GGUF","url":"https://huggingface.co/abenzerps/Apodex-1.1-mini-GGUF","rev":"cfedfb41a89b8225ceabaf7f42cab0881bf69c31","fetchedAt":"2026-10-02T21:00:21.536Z","etag":"W/\"5910-YWHj1KvP17qpAnFCdLBQvFRjfok\""},"author":{"name":"abenzerps","url":"https://huggingface.co/abenzerps"},"license":{"spdx":"apache-2.0","raw":"apache-2.0","open":true},"metrics":{"downloads":492609,"downloadsWeek":327838,"likes":18,"takenAt":"2026-10-02T21:00:21.536Z"},"tags":["gguf","llama.cpp","qwen3.5","moe","multimodal","mtp","apodex","text-generation","conversational","en","zh","endpoints_compatible","imatrix"],"pipeline":"text-generation","links":{"github":"ggml-org/llama.cpp","npm":"node-llama-cpp"},"updatedAt":"2026-09-01T20:35:10.000Z","collectedAt":"2026-10-02T21:00:21.536Z","review":{"numbers":["492,609 downloads on Hugging Face","18 likes","license apache-2.0","20 GB for Apodex-1.1-mini-Q4_K_M.gguf","327,838 npm downloads a week for node-llama-cpp","latest node-llama-cpp@3.22.1"],"log":null},"trust":"unlabeled","health":{"status":"alive","checkedAt":"2026-10-02T21:00:21.536Z","http":200},"description":"# Apodex-1.1-mini GGUF\n\nGGUF quantizations of [apodex/Apodex-1.1-mini](https://huggingface.co/apodex/Apodex-1.1-mini), a 35.95B-parameter Qwen3.5 MoE model for research, data, files, code, and tool-driven work.\n\nAll model files retain the checkpoint's native MTP/NextN head. For image input, use the included F16 vision projector.\n\n## Upstream benchmarks\n\n*Results reported by Apodex AI from evaluations of the original Apodex-1.1 model using FrontierAgent, its agent harness and evaluation suite.*\n\n*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.*\n\n## GGUF files\n\n| Quantization | File | Size | Notes |\n| --- | --- | ---: | --- |\n| IQ1_M | [Apodex-1.1-mini-IQ1_M.gguf](Apodex-1.1-mini-IQ1_M.gguf) | 8.82 GB | Ultra-low-memory option |\n| IQ2_M | [Apodex-1.1-mini-IQ2_M.gguf](Apodex-1.1-mini-IQ2_M.gguf) | 12.2 GB | Smallest recommended option |\n| Q2_K | [Apodex-1.1-mini-Q2_K.gguf](Apodex-1.1-mini-Q2_K.gguf) | 13.2 GB | Maximum-compression K-quant |\n| IQ3_M | [Apodex-1.1-mini-IQ3_M.gguf](Apodex-1.1-mini-IQ3_M.gguf) | 16.0 GB | Importance-aware compact option |\n| Q3_K_M | [Apodex-1.1-mini-Q3_K_M.gguf](Apodex-1.1-mini-Q3_K_M.gguf) | 17.2 GB | Standard Q3 K-quant |\n| Q4 Selective | [Apodex-1.1-mini-Q4_Selective-Q4_K_M.gguf](Apodex-1.1-mini-Q4_Selective-Q4_K_M.gguf) | 19.8 GB | Compact custom Q4 alternative |\n| Q4_K_S | [Apodex-1.1-mini-Q4_K_S.gguf](Apodex-1.1-mini-Q4_K_S.gguf) | 20.4 GB | Smaller Q4 option |\n| Q4_K_M | [Apodex-1.1-mini-Q4_K_M.gguf](Apodex-1.1-mini-Q4_K_M.gguf) | 21.7 GB | Recommended default |\n| Q5_K_S | [Apodex-1.1-mini-Q5_K_S.gguf](Apodex-1.1-mini-Q5_K_S.gguf) | 24.6 GB | Smaller Q5 option |\n| Q5_K_M | [Apodex-1.1-mini-Q5_K_M.gguf](Apodex-1.1-mini-Q5_K_M.gguf) | 25.3 GB | Higher-quality Q5 option |\n| Q6_K | [Apodex-1…\n\nSource: https://huggingface.co/abenzerps/Apodex-1.1-mini-GGUF","install":{"kind":"model","hfId":"abenzerps/Apodex-1.1-mini-GGUF","gated":false,"format":"gguf","files":[{"name":"Apodex-1.1-mini-IQ1_M.gguf","size":8821679936,"quant":"IQ1_M","sha256":"1e84d8adf7837e96fb18712882a8a114becc7e53554372e2f612c5e0c6276cd4"},{"name":"Apodex-1.1-mini-IQ2_M.gguf","size":12241706816,"quant":"IQ2_M","sha256":"450afff9cd60e19ad485b4be4c22adf561df35072e4b4879bcc981e6fad88a8f"},{"name":"Apodex-1.1-mini-IQ3_M.gguf","size":16022990656,"quant":"IQ3_M","sha256":"8620c43276492c59be49269b0cce52ca4f6698c73154751274fa73eb831fb38a"},{"name":"Apodex-1.1-mini-Q2_K.gguf","size":13247182368,"quant":"Q2_K","sha256":"cbe8ea39285cf03d24d119ac69f6a2d9f126777d31c7486138cbaea7b6897619"},{"name":"Apodex-1.1-mini-Q3_K_M.gguf","size":17166659104,"quant":"Q3_K_M","sha256":"c8c51f058f2fb4be7f064dedd0dcd8c07eb690dbc985335bb7f15f3b5754381b"},{"name":"Apodex-1.1-mini-Q4_K_M.gguf","size":21713462912,"quant":"Q4_K_M","sha256":"13a580b1ab9350b90085c221cf66e8715a594b2428e5a80a7a956d8e0420be16"},{"name":"Apodex-1.1-mini-Q4_K_S.gguf","size":20366861856,"quant":"Q4_K_S","sha256":"9d0e92ea8b9de608de713b960bb2005277636a2d0ba3c815d5f2e58cb4b97c6a"},{"name":"Apodex-1.1-mini-Q4_Selective-Q4_K_M.gguf","size":19767543616,"quant":"Q4_S","sha256":"1226a6dad081cddc4406aa6376152364b1d991cfecc51df2ba485770c336e0f2"},{"name":"Apodex-1.1-mini-Q5_K_M.gguf","size":25347532320,"quant":"Q5_K_M","sha256":"b55bea4022cd4963af12f4446887966ebcdbf0ea1f326c79fcf8abba48f38cb7"},{"name":"Apodex-1.1-mini-Q5_K_S.gguf","size":24563754528,"quant":"Q5_K_S","sha256":"69df27cae68b3c012c9e1d508835d62d51044c55b735a14eca397c8375619e8c"},{"name":"Apodex-1.1-mini-Q6_K.gguf","size":29208731168,"quant":"Q6_K","sha256":"a29a4071b7a034e7f15a8379dd2d70407dbeb20ab4d1340bf4954fc747a4ed73"},{"name":"Apodex-1.1-mini-Q8_0.gguf","size":37802149408,"quant":"Q8_0","sha256":"75340c1561b8e6cb8b6314299a6c4a865ba49f0109e2193dcef48d3478564068"},{"name":"mmproj-Apodex-1.1-mini-F16.gguf","size":899283584,"quant":"F16","sha256":"d0ccf814138020651bcab603d9ce5c080a0ada46f482c116f0aca0fbb84e091e"}],"totalBytes":247169538272,"suggestedFile":"Apodex-1.1-mini-Q4_K_M.gguf","requirements":{"ramGb":24,"diskBytes":21713462912,"note":"estimate: suggested file size × 1.15 + 0.5 GB; a real measurement comes with lsh models"},"runWith":["llama.cpp","ollama"],"command":"lsh models install hf:abenzerps/Apodex-1.1-mini-GGUF"}}