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Q3.5-4B-OpusGLM-MAX-0731-ablated is a reasoning-capable 4B-parameter language model built on top of Qwen/Qwen3.5-4B. The model was trained through a multi-stage training pipeline using General Purpose GLM and Opus reasoning traces, along with additional high-quality reasoning traces, to improve long-form reasoning, mathematical problem solving, scientific analysis, instruction-following capabilities, and general analytical performance.
[!IMPORTANT] This model is an experimental release and may generate unexpected behaviors or reasoning artifacts in certain scenarios.
| File Name | Quant Type | File Size | File Link |
|---|---|---|---|
| Q3.5-4B-OpusGLM-MAX-0731-ablated.BF16.gguf | BF16 | 8.42 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.F16.gguf | F16 | 8.42 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q3_K_L.gguf | Q3_K_L | 2.42 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q3_K_M.gguf | Q3_K_M | 2.26 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q3_K_S.gguf | Q3_K_S | 2.07 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q4_K_M.gguf | Q4_K_M | 2.71 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q4_K_S.gguf | Q4_K_S | 2.56 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q5_K_M.gguf | Q5_K_M | 3.07 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q5_K_S.gguf | Q5_K_S | 2.99 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q6_K.gguf | Q6_K | 3.46 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.Q8_0.gguf | Q8_0 | 4.48 GB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.mmproj-bf16.gguf | mmproj-bf16 | 676 MB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.mmproj-f16.gguf | mmproj-f16 | 676 MB | Download |
| Q3.5-4B-OpusGLM-MAX-0731-ablated.mmproj-q8_0.gguf | mmproj-q8_0 | 367 MB | Download |