DeepSWE Preview vs AceMath 1.5B Instruct
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| DeepSWE Preview | AceMath 1.5B Instruct | |
|---|---|---|
| Parameters | 32.8B | 1.8B |
| Context | 41K | 4K |
| Architecture | Qwen3ForCausalLM | Qwen2ForCausalLM |
| License | MIT | CC BY-NC 4.0 |
| Downloads | 1.3K | 1.4K |
| Released | Jul 2025 | Jan 2025 |
VRAM by Quantization: DeepSWE Preview vs AceMath 1.5B Instruct
| Quantization | Bits | DeepSWE Preview VRAM | AceMath 1.5B Instruct VRAM |
|---|---|---|---|
| BF16 | 16.00 | 66.2 GB | 3.9 GB |
Verdict
AceMath 1.5B Instruct needs less VRAM at BF16 (3.9 GB vs 66.2 GB), so it fits on smaller GPUs. DeepSWE Preview supports a longer context window (41K tokens). AceMath 1.5B Instruct is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, DeepSWE Preview or AceMath 1.5B Instruct?
At BF16, DeepSWE Preview needs 66.2 GB and AceMath 1.5B Instruct needs 3.9 GB, so AceMath 1.5B Instruct is the lighter option to run locally.
- Which has a longer context window, DeepSWE Preview or AceMath 1.5B Instruct?
DeepSWE Preview supports 40,960 tokens and AceMath 1.5B Instruct supports 4,096 tokens.
- What is the difference between DeepSWE Preview and AceMath 1.5B Instruct?
DeepSWE Preview is a 32.8B model from agentica-org, while AceMath 1.5B Instruct is a 1.8B model from NVIDIA. Compare their VRAM requirements above to see which fits your GPU or Mac.