Open-weight LLM comparison
Qwen 2.5 72B vs Qwen 2.5 7B
Side-by-side
Straight from each model's release page and Hugging Face card. Memory shown is for the weights alone: add roughly 15% for real serving. Bold column marks the more parameters and the smaller memory footprint.
| Field | Qwen 2.5 72B | Qwen 2.5 7B |
|---|---|---|
| Total parameters | 72 B | 7 B |
| Architecture | dense | dense |
| Vendor | Alibaba | Alibaba |
| License | Qwen License (72B only) | Apache 2.0 |
| Released | 2024-09-19 | 2024-09-19 |
| Weights @ FP16 | 144 GB | 14 GB |
| Weights @ INT8 | 72 GB | 7 GB |
| Weights @ INT4 | 36 GB | 4 GB |
Which is smarter (published benchmarks)
Vendor-reported quality scores on the standard leaderboards. Bold column marks the higher score on the same test.
| Benchmark | Qwen 2.5 72B | Qwen 2.5 7B |
|---|---|---|
| MMLU (5-shot) | 86.1 | 74.2 |
| HumanEval | 86.6 | 84.8 |
| MATH (0-shot) | 83.1 | 75.5 |
| GPQA | 49.0 | not published |
Sources: Qwen 2.5 72B model card · Qwen 2.5 7B model card. Benchmark methodology and prompt template can shift these numbers by several points, so treat these as relative rankings, not absolute scores.
Common questions
Qwen 2.5 72B vs Qwen 2.5 7B: which is bigger?
Qwen 2.5 72B has more parameters (Qwen 2.5 72B: 72 B; Qwen 2.5 7B: 7 B). More parameters usually means higher ceiling on capability and higher memory requirement, though MoE architectures decouple total parameters from per-token compute.
Qwen 2.5 72B vs Qwen 2.5 7B: which needs less memory to serve?
Qwen 2.5 7B needs less HBM. Weights-only footprint at FP16: Qwen 2.5 72B 144 GB; Qwen 2.5 7B 14 GB. Half those numbers at INT8, quarter at INT4. Real serving adds 10-30% for KV cache.
Qwen 2.5 72B vs Qwen 2.5 7B: which license is more permissive?
Qwen 2.5 72B: Qwen License (72B only). Qwen 2.5 7B: Apache 2.0. Apache 2.0 and MIT allow unrestricted commercial use; Llama Community License allows commercial use but restricts training larger models on outputs; CC-BY-NC and vendor-specific licenses (Qwen 72B, Gemma) have narrower terms. Check the model card for the exact clauses.
See also: every LLM comparison · Qwen 2.5 72B full page · Qwen 2.5 7B full page.