Gemma 2 9B vs Gemma 7B: Benchmark Comparison
Detailed comparison of Gemma 2 9B and Gemma 7B covering benchmarks, pricing, context window, and compliance.
Key Specifications
| Specification | Gemma 2 9B | Gemma 7B |
|---|---|---|
| Vendor | ||
| Version | gemma-2-9b | gemma-7b |
| Release Date | 2024-06-27 | 2024-02-21 |
| Context Window | 8192 tokens | 8192 tokens |
| Input Modalities | text | text |
| Output Modalities | text | text |
| License | Gemma License | Gemma License |
| SOC2 | ✓ | ✓ |
| HIPAA | ✗ | ✗ |
| GDPR | ✓ | ✓ |
| ISO 27001 | ✓ | ✓ |
Benchmark Results
| Benchmark | Gemma 2 9B | Gemma 7B | Winner |
|---|---|---|---|
| ARC | 90.3 | 88.4 | Gemma 2 9B |
| BBH | 66.7 | 65.7 | Gemma 2 9B |
| GPQA | 30.3 | 37.1 | Gemma 7B |
| GSM8K | 64.3 | 63.6 | Gemma 2 9B |
| HUMANEVAL | 60.9 | 61 | Gemma 7B |
| IFEVAL | 64.3 | 66.9 | Gemma 7B |
| MATH | 28.9 | 25.7 | Gemma 2 9B |
| MMLU | 64.3 | 69.6 | Gemma 7B |
| MUSR | 44.1 | 36.2 | Gemma 2 9B |
| WINOGRANDE | 72.5 | 74.1 | Gemma 7B |
Pricing Comparison
| Tier (per Mtok) | Gemma 2 9B | Gemma 7B |
|---|---|---|
| Input | $0.3 | $0.22 |
| Output | $0.3 | $0.22 |
| Cache Read | $0 | $0 |
| Cache Write | $0 | $0 |
Gemma 2 9B đối Gemma 7B
Tổng quan mô hình
Gemma 2 9B and Gemma 7B are both notable options in the AI model market. This page compares their benchmarks, pricing, and compliance.
Thông số kỹ thuật chính
| Nhà cung cấp | Ngày phát hành | Cửa sổ ngữ cảnh | Giấy phép |
|---|---|---|---|
| Google / Google | 2024-06-27 / 2024-02-21 | 8K / 8K | Gemma License / Gemma License |
Hiệu suất benchmark
| Benchmark | Gemma 2 9B | Gemma 7B | Người chiến thắng |
|---|---|---|---|
| ARC | 90.3 | 88.4 | A |
| BBH (BIG-Bench Hard) | 66.7 | 65.7 | A |
| GPQA | 30.3 | 37.1 | B |
| GSM8K (Grade School Math 8K) | 64.3 | 63.6 | A |
| HumanEval | 60.9 | 61.0 | Tie |
| IFEval | 64.3 | 66.9 | B |
| MATH | 28.9 | 25.7 | A |
| MMLU (Massive Multitask Language Understanding) | 64.3 | 69.6 | B |
| MUSR | 44.1 | 36.2 | A |
| WinoGrande | 72.5 | 74.1 | B |
So sánh giá
| Đầu vào | Đầu ra | Đọc bộ nhớ đệm | Ghi bộ nhớ đệm |
|---|---|---|---|
| — / — | — / — | — / — | — / — |
mỗi triệu token — A / B
Điểm mạnh & Điểm yếu
Gemma 2 9B
- ✅ 可靠的通用模型。
- ⚠️ 闭源专有模型，不支持自托管。
- ⚠️ 上下文窗口 8K 偏小。
Gemma 7B
- ✅ 可靠的通用模型。
- ⚠️ 闭源专有模型，不支持自托管。
- ⚠️ 上下文窗口 8K 偏小。
Ý kiến biên tập
Gemma 2 9B and Gemma 7B each have their strengths. Choose based on workload (code, long context, vision), referencing the tables above.
Câu hỏi thường gặp
Which model is better for coding tasks?
Refer to the HumanEval benchmark table; the model with a higher score is better suited for coding tasks.
Which model is cheaper?
Refer to the pricing comparison table above; the model with lower input/output prices is more cost-effective.
Which has a longer context window?
Refer to the key specifications table; the model with a larger context window is better for long documents.
Tham chiếu
Editor's Take
See Editor's Take section.